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Best AI models to run locally on a 192GB PC without a graphics card

A leaderboard of the best AI models you can run locally on a computer with 192GB of RAM and no graphics card. MiMo-V2.6-Flash (309B-A15B) is #1 right now, followed by DeepSeek V4 Flash Vision (Exp) and Qwen3.8-Flash-Next. Models are ranked by one score that combines 575 published benchmarks. Each model shows the download that fits and the command to run it.

578 models · 575 benchmarks · updated
Filter by your hardware and budget → ~150GB for models (CPU, slow) · local only · reset

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Score vs release date

#modelscore↓where↓RAM↓speed↓context↓get itsources
28MiMo-V2.6-Flash (309B-A15B) · 2-bit Xiaomi76±1local (slow)~136GB1Mllama.cpp › LMArena leaderboard datasetXiaomi MiMo official model cards and documentation
47DeepSeek V4 Flash Vision (Exp) · 2-bit DeepSeek74±2local (slow)~104GB1Mllama.cpp › deepseek-ai/DeepSeek-V4-Flash-Vision-Exp model cardHow Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings (arXiv:2605.07492v2)
48Qwen3.8-Flash-Next · 4-bit Alibaba73±1local (slow)~115GB~27 tok/s262kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)LMArena leaderboard datasetRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)How Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings (arXiv:2605.07492v2)
58DeepSeek V4 Flash (0731) · 2-bit DeepSeek72±1local (slow)~92GB1Mllama.cpp › Epoch AI — internal evaluationsdeepseek-ai/DeepSeek-V4.1-Flash model cardDaekeun Kim Korean LLM benchmark runsLMArena leaderboard datasetdeepseek-ai/DeepSeek-V4-Flash-Vision-Exp model cardRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+2
59GLM-5.3-Flash · 2-bit Z.ai72±1local (slow)~103GB1Mllama.cpp › Epoch AI — internal evaluationsLMArena leaderboard datasetzai-org/GLM-5.3-Flash model cardRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeTerminal-Bench 4.0 official leaderboard submissionsVideo2World: Benchmarking Coding Agents for Interactive World Modeling from Embodied Videos (arXiv:2610.04432v2)+2
62GLM-5.2 · 1-bit Z.ai72±1local (slow)~121GB1Mllama.cpp › Epoch AI — internal evaluationsMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsLMArena leaderboard datasetzai-org/GLM-5.2 model cardzai-org/GLM-5.3-Flash model cardRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+6
65Hunyuan Hy3 (295B-A21B) · 2-bit Tencent72±1local (slow)~94GB256kllama.cpp › tencent/Hy3 model cardLMArena leaderboard datasetTencent Hy4 preview model cardEEGAgentBench: Benchmarking LLM Agents on Short- and Long-Horizon EEG Analysis (arXiv:2609.31632v1)
66Qwen3.8 27B · 4-bit Alibaba72±1local (slow)~18GB~8.6 tok/s262kOllama › LMArena leaderboard datasetQwen/Qwen3.8-27B model cardQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Roblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows (arXiv:2608.19741v4)+3
82DeepSeek V4 Flash (Preview, Apr 2026) · 2-bit DeepSeek70±1local (slow)~103GBllama.cpp › NVIDIA — Nemotron 3 Ultra technical reportMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsSolar Open 2 Technical Report (Upstage, arXiv:2607.20062v2)ai-sage/GigaChat3.5-432B-A28B-Reasoning model cardLMArena leaderboard datasetRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+4
86Ling 3.0 Flash (124B-A5B) · 4-bit inclusionAI (Ant Group)70±2†local (slow)~76GB131kllama.cpp › inclusionAI/Ling-3.0-flash model card
88GLM-5.1 · 1-bit Z.ai70±0local (slow)~119GB200kllama.cpp › NVIDIA — Nemotron 3 Ultra technical reportEpoch AI — internal evaluationsMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetszai-org/GLM-5.1 model cardA.X K2 Technical Report (SK Telecom), arXiv 2608.30181v1zai-org/GLM-5.2 model card+11
90Qwen3.5 397B-A17B · 2-bit Alibaba69±0local (slow)~127GB262kllama.cpp › Qwen/Qwen3.5-397B-A17B model cardNVIDIA — Nemotron 3 Ultra technical reportEpoch AI — internal evaluationsQwen/Qwen3.6-27B model cardA.X K2 Technical Report (SK Telecom), arXiv 2608.30181v1LMArena leaderboard dataset+15
92KAT-Coder-V2.5-Dev (35B-A3B) · 4-bit Kuaishou (Kwaipilot)69±2†local (slow)~22GB262kllama.cpp › Kwaipilot/KAT-Coder-V2.5-Dev model card
93Ornith 1.5 35B-A3B · 4-bit DeepReinforce69±1†local (slow)~23GB~80 tok/s262kllama.cpp › ornith-ai/Ornith-1.5-35B-A3B model card
95MiniMax-M3 · 2-bit MiniMax69±1local (slow)~131GB1Mllama.cpp › LMArena leaderboard datasetEpoch AI — internal evaluationszai-org/GLM-5.2 model cardLegal Research Bench (Vals AI, arXiv:2610.00609v1)GameLogicBench: Evaluating Coding Agents on Runtime Game Logic with Tick-Level State Assertions (arXiv:2609.21562v2)Miðeind Icelandic LLM Leaderboard+2
100GLM-5 · 1-bit Z.ai69±1local (slow)~119GB205kllama.cpp › zai-org/GLM-5.1 model cardEpoch AI — internal evaluationsMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsGLM-5 Team (Zhipu AI) — GLM-5 technical reportzai-org/GLM-5 model cardLMArena leaderboard dataset+11
102Muse Glimmer 30B · 4-bit Meta69±1local (slow)~18GB~27 tok/s131kllama.cpp › meta-models/Muse-Glimmer-30B model card (speed and benchmark tables)LMArena leaderboard datasetRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeQwen/Qwen3.8-27B model cardSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Cohere — North Small Translate (arXiv:2609.13916v1)
104Inkling Small (266B-A12B) · 2-bit Thinking Machines68±1local (slow)~86GB1Mllama.cpp › Epoch AI — internal evaluationsthinkingmachines/Inkling-Small model cardLMArena leaderboard datasetMiðeind Icelandic LLM LeaderboardCohere — North Small Translate (arXiv:2609.13916v1)
105Nemotron 3 Ultra 550B-A55B · 1-bit NVIDIA68±1local (slow)~89GB1Mllama.cpp › NVIDIA — Nemotron 3 Ultra technical reportA.X K2 Technical Report (SK Telecom), arXiv 2608.30181v1Epoch AI — internal evaluationsLMArena leaderboard datasetCohere — North Small Translate (arXiv:2609.13916v1)
106Qwen3.6 27B · 4-bit Alibaba68±1local (slow)~19GB~29 tok/s262kOllama › Qwen/Qwen3.6-27B model cardEpoch AI — internal evaluationsQwen/Qwen3.8-27B model cardmeta-models/Muse-Glimmer-30B model card (speed and benchmark tables)Roblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeOne Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows (arXiv:2608.19741v4)+4
109MiMo-V2.5 (310B-A15B) · 2-bit Xiaomi68±1local (slow)~100GB1Mllama.cpp › Solar Open 2 Technical Report (Upstage, arXiv:2607.20062v2)LMArena leaderboard datasetXiaomiMiMo/MiMo-V2.5 model cardAgents' Last Exam — authors' own fixed-harness model comparisonSciDocBench: A Workflow-Centered Benchmark and Data Pipeline for Scientific Document Understanding (arXiv:2609.05141v2)Xiaomi MiMo vendor-reported benchmark scores for its own models (mimo.xiaomi.com launch pages)
113Qwen3.5 122B-A10B · 4-bit Alibaba68±1local (slow)~75GB262kllama.cpp › Qwen/Qwen3.5-122B-A10B model cardQwen/Qwen3.5-27B model cardLMArena leaderboard datasetKnowledge Index of Noah's Ark (arXiv:2606.05104v2)Epoch AI — internal evaluationsReassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance? (arXiv:2606.12250v1)+5
120GLM-4.7 · 2-bit Z.ai68±1local (slow)~115GB205kllama.cpp › zai-org/GLM-4.7 model cardGLM-5 Team (Zhipu AI) — GLM-5 technical reportzai-org/GLM-5 model cardLMArena leaderboard datasetEpoch AI — internal evaluationsMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 models+5
121Qwen3.5 27B · 4-bit Alibaba68±0local (slow)~18GB~29 tok/s262kllama.cpp › Qwen/Qwen3.5-122B-A10B model cardQwen/Qwen3.6-35B-A3B model cardQwen/Qwen3.6-27B model cardQwen/Qwen3.5-27B model cardKwaipilot/KAT-Coder-V2.5-Dev model cardLMArena leaderboard dataset+9
126DeepSeek V3.2 · 1-bit DeepSeek67±1local (slow)~110GB128kllama.cpp › LMArena leaderboard datasetEpoch AI — internal evaluationsdeepseek-ai/DeepSeek-V3.2 model cardMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsARC Prize Foundation model_baseline outputs on ARC-AGI-1/2 public evaluation setsstepfun-ai/Step-3.5-Flash model card+15
127Step 3.5 Flash (196B-A11B) · 4-bit StepFun67±1local (slow)~126GB~18 tok/s256kllama.cpp › MathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsstepfun-ai/Step-3.5-Flash model cardLMArena leaderboard datasetKnowledge Index of Noah's Ark (arXiv:2606.05104v2)WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation (arXiv:2605.10912v1)
129Qwen3.6 35B-A3B · 4-bit Alibaba67±1local (slow)~21GB~63 tok/s262kllama.cpp › Qwen/Qwen3.6-27B model cardQwen/Qwen3.6-35B-A3B model cardEpoch AI — internal evaluationsMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsKwaipilot/KAT-Coder-V2.5-Dev model cardRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+5
130Qwen3-Coder-Next (80B-A3B) · 4-bit Alibaba67±2local (slow)~49GB~62 tok/s262kOllama › Vector Institute Evaluation Leaderboard (Inspect Evals runs)DSEffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation — authors' own model runs
132MiniMax-M2.7 · 4-bit MiniMax67±1local (slow)~147GB205kllama.cpp › NVIDIA — Nemotron 3 Ultra technical reportA.X K2 Technical Report (SK Telecom), arXiv 2608.30181v1LMArena leaderboard datasetinclusionAI/Ling-3.0-flash model cardQwen/Qwen-AgentWorld-35B-A3B model cardWildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation (arXiv:2605.10912v1)+2
133Ornith 1.0 35B (35B-A3B) · 4-bit DeepReinforce67±1local (slow)~24GB~103 tok/s262kOllama › ornith-ai/Ornith-1.5-35B-A3B model cardKwaipilot/KAT-Coder-V2.5-Dev model card
136Gemma 4 31B · 4-bit Google66±1local (slow)~24GB~11 tok/s262kllama.cpp › Gemma Team — Gemma 4 Technical ReportKwaipilot/KAT-Coder-V2.5-Dev model cardmeta-models/Muse-Glimmer-30B model card (speed and benchmark tables)LMArena leaderboard datasetEpoch AI — internal evaluationsRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+21
145Laguna M.1 · 4-bit Poolside66±2local (slow)~144GB262kllama.cpp › LMArena leaderboard datasetPoolside — Laguna M.1/XS.2 Technical Report
152Qwen3 235B-A22B Thinking 2507 · 4-bit Alibaba66±1local (slow)~150GB131kOllama › Meituan LongCat-Flash-Thinking model card (evaluation table)Qwen/Qwen3-235B-A22B-Thinking-2507 model cardQwen/Qwen3-Next-80B-A3B-Thinking model cardQwen3-VL-235B-A22B-Thinking model cardQwen/Qwen3.5-27B model cardEpoch AI — internal evaluations+6
153Qwen3.5 35B-A3B · 4-bit Alibaba66±0local (slow)~22GB~15 tok/s262kllama.cpp › Qwen/Qwen3.5-122B-A10B model cardQwen/Qwen3.6-35B-A3B model cardQwen/Qwen3.5-27B model cardKwaipilot/KAT-Coder-V2.5-Dev model cardNVIDIA — Nemotron-Cascade 2 technical reportLMArena leaderboard dataset+13
154Step 3.7 Flash (198B-A11B) · 4-bit StepFun66±1local (slow)~123GB256kllama.cpp › MathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsinclusionAI/Ling-3.0-flash model card
158Spark-X2.5 4B · 4-bit iFLYTEK (SparkLLM)65±1†local (slow)~3.8GB~279 tok/s1Mllama.cpp › XHToken/Spark-X2.5-4B model card
159DeepSeek V3.1 · 1-bit DeepSeek65±1local (slow)~110GB131kllama.cpp › Meituan LongCat-Flash-Thinking model card (evaluation table)Meituan LongCat-Flash-Chat model card (evaluation table)deepseek-ai/DeepSeek-V3.1 model cardDeepSeek-V3.1-Terminus model cardLMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)+3
160GLM-4.6 · 2-bit Z.ai65±1local (slow)~115GB205kllama.cpp › zai-org/GLM-4.7 model cardzai-org/GLM-4.6 model cardLMArena leaderboard datasetTerminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces — benchmark authors' own agent-model trialsWebApp1K models leaderboard (onekq-ai)Berkeley Function Calling Leaderboard result archive+1
163MiniMax-M2.5 · 4-bit MiniMax65±1local (slow)~147GB205kllama.cpp › LMArena leaderboard datasetARC Prize Foundation model_baseline outputs on ARC-AGI-1/2 public evaluation setsContractBench: Can LLM Agents Preserve Observation Contracts? (arXiv:2605.17281v2)DSEffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation — authors' own model runsKnowledge Index of Noah's Ark (arXiv:2606.05104v2)WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation (arXiv:2605.10912v1)+3
165MiMo-V2-Flash (309B-A15B) · 2-bit Xiaomi65±1local (slow)~103GBllama.cpp › stepfun-ai/Step-3.5-Flash model cardLMArena leaderboard datasetWildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation (arXiv:2605.10912v1)
166DeepSeek R1 0528 · 1-bit DeepSeek65±1local (slow)~104GB164kllama.cpp › deepseek-ai/DeepSeek-R1-0528 model cardPrime Intellect INTELLECT-3 model card: Evaluation table (Environments Hub runs)deepseek-ai/DeepSeek-V3.1 model cardServiceNow-AI/Apriel-1.6-15b-Thinker model cardEpoch AI — internal evaluationsAider polyglot benchmark runs+6
168MiniMax-M2.1 · 4-bit MiniMax65±1local (slow)~147GBllama.cpp › LMArena leaderboard datasetstepfun-ai/Step-3.5-Flash model cardContractBench: Can LLM Agents Preserve Observation Contracts? (arXiv:2605.17281v2)MiniMax vendor-reported benchmark scores for its own models (Hugging Face model cards)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
170Nemotron Cascade 2 30B-A3B · 4-bit NVIDIA65±1local (slow)~22GB~100 tok/s256kOllama › NVIDIA — Nemotron-Cascade 2 technical reportEuroEval leaderboards (results collection), English generative leaderboard
171MiMo-V2.6-Distill-Qwen-9B · 4-bit Xiaomi64±2†local (slow)~8.6GBllama.cpp › XiaomiMiMo/MiMo-V2.6-Distill-Qwen-9B model card
172Laguna XS 2.1 (33B-A3B) · 4-bit Poolside64±2†local (slow)~22GB262kOllama › Poolside vendor-reported benchmark scores for its own Laguna models (Hugging Face model cards)
174Qwen3 235B-A22B Instruct 2507 · 4-bit Alibaba64±1local (slow)~144GB~15 tok/s262kOllama › Qwen/Qwen3-Next-80B-A3B-Instruct model cardMeituan LongCat-Flash-Chat model card (evaluation table)Qwen3-VL-235B-A22B-Instruct model cardQwen/Qwen3-235B-A22B-Instruct-2507 model cardARC Prize Foundation model_baseline outputs on ARC-AGI-1/2 public evaluation setsLMArena leaderboard dataset+3
175Mistral Medium 3.5 (128B) · 4-bit Mistral64±1local (slow)~81GB262kOllama › Solar Open 2 Technical Report (Upstage, arXiv:2607.20062v2)LMArena leaderboard datasetCohere — North Small Translate (arXiv:2609.13916v1)Miðeind Icelandic LLM LeaderboardEEGAgentBench: Benchmarking LLM Agents on Short- and Long-Horizon EEG Analysis (arXiv:2609.31632v1)
176INTELLECT-3 · 4-bit Prime Intellect64±1local (slow)~76GBllama.cpp › Prime Intellect INTELLECT-3 model card: Evaluation table (Environments Hub runs)Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard dataset
177GLM-4.5 · 2-bit Z.ai64±1local (slow)~114GB131kllama.cpp › Meituan LongCat-Flash-Thinking model card (evaluation table)GLM-4.5 Team (Zhipu AI & Tsinghua) — GLM-4.5 technical reportPrime Intellect INTELLECT-3 model card: Evaluation table (Environments Hub runs)zai-org/GLM-4.6 model cardLMArena leaderboard datasetEQ-Bench 3 canonical leaderboard results+3
179MiniMax-M2 · 4-bit MiniMax64±1local (slow)~147GB205kllama.cpp › LMArena leaderboard datasetMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsContractBench: Can LLM Agents Preserve Observation Contracts? (arXiv:2605.17281v2)MiniMax vendor-reported benchmark scores for its own models (Hugging Face model cards)Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces — benchmark authors' own agent-model trials
181Command A+ (05-2026) · 4-bit Cohere64±1local (slow)~139GB128kllama.cpp › Solar Open 2 Technical Report (Upstage, arXiv:2607.20062v2)Cohere vendor-reported benchmark scores for its own models (cohere.com blog)Cohere — North Small Translate (arXiv:2609.13916v1)
183Nemotron 3 Super 120B-A12B · 4-bit NVIDIA64±1local (slow)~78GB~20 tok/s262kOllama › NVIDIA vendor-reported benchmark scores for its own Nemotron models (Hugging Face model cards)NVIDIA — Nemotron-Cascade 2 technical reportMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsLMArena leaderboard datasetinclusionAI/Ling-3.0-flash model card
184Laguna XS.2 · 4-bit Poolside64±1local (slow)~23GB262kllama.cpp › LMArena leaderboard datasetPoolside vendor-reported benchmark scores for its own Laguna models (Hugging Face model cards)Poolside — Laguna M.1/XS.2 Technical Report
185Gemma 4 26B-A4B · 4-bit QAT Google64±1local (slow)~18GB~35 tok/s262kOllama › Gemma Team — Gemma 4 Technical Reportgoogle/diffusiongemma-26B-A4B-it model cardKwaipilot/KAT-Coder-V2.5-Dev model cardLMArena leaderboard datasetEpoch AI — internal evaluationsRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+13
187EXAONE 4.5 33B · 4-bit LG AI Research64±2†local (slow)~24GB262kllama.cpp › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)Multi-Step Tool-Calling over Korean Open Public APIs: A Benchmark and a Data-Synthesis Recipe (arXiv:2609.05395v1)
189Qwen3-Coder 480B-A35B Instruct · 1-bit Alibaba63±1local (slow)~78GB262kllama.cpp › Qwen/Qwen3-Coder-30B-A3B-Instruct model cardLMArena leaderboard datasetTerminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces — benchmark authors' own agent-model trialsWebApp1K models leaderboard (onekq-ai)
191Qwen3-VL 235B-A22B Thinking · 4-bit Alibaba63±1local (slow)~144GB256kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Qwen/Qwen3.5-397B-A17B model cardQwen3-VL-235B-A22B-Thinking model cardLMArena leaderboard datasetWebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models (arXiv:2604.18224v1)
192DeepSeek R1 (Jan '25) · 1-bit DeepSeek63±1local (slow)~104GB128kllama.cpp › deepseek-ai/DeepSeek-R1 model carddeepseek-ai/DeepSeek-R1-0528 model cardEpoch AI — internal evaluationsVector Institute Evaluation Leaderboard (Inspect Evals runs)Aider polyglot benchmark runsWildEval ZeroEval published results+15
195Qwen3-VL 235B-A22B Instruct · 4-bit Alibaba63±1local (slow)~144GB256kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Qwen3-VL-235B-A22B-Instruct model cardLMArena leaderboard datasetWebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models (arXiv:2604.18224v1)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)
196MiniCPM5 2B · 4-bit OpenBMB63±1†local (slow)~2.5GB131kllama.cpp › openbmb/MiniCPM5-2B model card
197Nemotron-Labs-3 Puzzle 75B-A9B · 4-bit NVIDIA63±1†local (slow)~56GBllama.cpp › NVIDIA vendor-reported benchmark scores for its own Nemotron models (Hugging Face model cards)
198Qwen3-Next 80B-A3B Instruct · 4-bit Alibaba63±1local (slow)~50GB~4.7 tok/s131kOllama › Qwen/Qwen3-Next-80B-A3B-Instruct model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard datasetKnowledge Index of Noah's Ark (arXiv:2606.05104v2)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)EuroEval leaderboards (results collection), English generative leaderboard
201Qwen3-Next 80B-A3B Thinking · 4-bit Alibaba63±1local (slow)~49GB131kOllama › Qwen/Qwen3-Next-80B-A3B-Thinking model cardQwen/Qwen3.5-9B model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsQwen/Qwen3.5-4B model cardLMArena leaderboard datasetKnowledge Index of Noah's Ark (arXiv:2606.05104v2)+3
202Granite 4.2 30B · 4-bit IBM63±1local (slow)~20GB131kllama.cpp › ibm-granite/granite-4.2-30b model cardLMArena leaderboard dataset
206GLM-4.5-Air · 4-bit Z.ai62±1local (slow)~66GB~23 tok/s131kllama.cpp › Prime Intellect INTELLECT-3 model card: Evaluation table (Environments Hub runs)GLM-4.5 Team (Zhipu AI & Tsinghua) — GLM-4.5 technical reportMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard datasetSERA: Soft-Verified Efficient Repository Agents (arXiv:2601.20789v3)Solar Open Technical Report (arXiv:2601.07022v1)+4
207Trinity-Large-Thinking · 2-bit Arcee AI62±2local (slow)~141GB512kllama.cpp › LMArena leaderboard datasetArcee AI vendor-reported benchmark scores for its own Trinity models (Hugging Face model cards)
208Qwen3.5 9B · 4-bit Alibaba62±0local (slow)~6.7GB~15 tok/s262kllama.cpp › Qwen/Qwen3.5-9B model cardXHToken/Spark-X2.5-4B model cardJetBrains/Mellum2.1-12B-A2.5B-Thinking model cardJetBrains/Mellum2-12B-A2.5B-Instruct model cardEpoch AI — internal evaluationsQwen/Qwen3.5-4B model card+19
209Nemotron 3.5 Lightning 30B-A3B · 4-bit NVIDIA62±2local (slow)~22GB~87 tok/s262kOllama › Roblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeLMArena leaderboard dataset
210Seed-OSS 36B Instruct · 4-bit ByteDance Seed62±1local (slow)~25GB524kllama.cpp › ByteDance-Seed/Seed-OSS-36B-Instruct model cardEpoch AI — internal evaluations
211Gemma 4 12B · 4-bit Google62±1local (slow)~9.9GB~6.5 tok/s262kllama.cpp › Gemma Team — Gemma 4 Technical ReportXHToken/Spark-X2.5-4B model cardgoogle/gemma-4-31B-it model card
214GLM-4.6V · 4-bit Z.ai62±2local (slow)~69GB128kllama.cpp › LMArena leaderboard datasetZ.ai GLM-V GitHub repository benchmark image (GLM-4.6V)SciDocBench: A Workflow-Centered Benchmark and Data Pipeline for Scientific Document Understanding (arXiv:2609.05141v2)
219Qwen3-VL 32B Thinking · 4-bit Alibaba62±1local (slow)~22GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)HyperCLOVA X 32B Think (NAVER Cloud, arXiv:2601.03286v1)allenai/Olmo-3.1-32B-Think model card
220gpt-oss-120b · 4-bit OpenAI62±1local (slow)~64GB~44 tok/s131kllama.cpp › OpenAI — gpt-oss-120b & gpt-oss-20b Model CardPrime Intellect INTELLECT-3 model card: Evaluation table (Environments Hub runs)ServiceNow-AI/Apriel-1.6-15b-Thinker model cardEpoch AI — internal evaluationsMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsAider polyglot benchmark runs+19
222Mistral Large 3 (675B-A41B) · 1-bit Mistral62±1local (slow)~108GB262kllama.cpp › LMArena leaderboard datasetmistralai/Mistral-Small-4-119B-2603 model cardCohere — North Small Translate (arXiv:2609.13916v1)LongSocialBench: Do Long-Context LLMs Understand Online Discussion Threads? (arXiv:2610.04118v1)Miðeind Icelandic LLM LeaderboardOne Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows (arXiv:2608.19741v4)+1
223Apriel 1.6 15B Thinker · 4-bit ServiceNow62±1†local (slow)~11GBllama.cpp › ServiceNow-AI/Apriel-1.6-15b-Thinker model card
224Devstral 2 (2512) · 4-bit Mistral62±2local (slow)~78GB256kOllama › LMArena leaderboard datasetmistralai/Devstral-Small-2-24B-Instruct-2512 model cardDSEffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation — authors' own model runs
228GLM-4.5V · 4-bit Z.ai61±2local (slow)~69GB64kllama.cpp › LMArena leaderboard datasetZ.ai GLM-V GitHub repository benchmark image (GLM-4.6V)ServiceNow-AI/Apriel-1.6-15b-Thinker model cardChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)
229Devstral Small 2 24B · 4-bit Mistral61±2local (slow)~16GB262kllama.cpp › mistralai/Devstral-Small-2-24B-Instruct-2512 model cardSERA: Soft-Verified Efficient Repository Agents (arXiv:2601.20789v3)Agentic coding without the cloud: evaluating open-weight LLMs on longitudinal data preparation tasks (arXiv:2607.21482v2)Improving Natural-Language Combinatorial-Optimization Accuracy in Resource-Constrained Language Models via Formal Abstractions (arXiv:2608.18409v2)
231Llama 3.1 Nemotron Ultra 253B v1 · 2-bit NVIDIA61±1local (slow)~82GB128kllama.cpp › NVIDIA — Llama-Nemotron: Efficient Reasoning ModelsLMArena leaderboard datasetEQ-Bench 3 canonical leaderboard resultsBerkeley Function Calling Leaderboard result archiveLiveCodeBench official website results (2025-08-01)
234DeepSeek V3 0324 · 1-bit DeepSeek60±1local (slow)~102GB164kllama.cpp › deepseek-ai/DeepSeek-V3.1 model cardEpoch AI — internal evaluationsAider polyglot benchmark runsMUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use (arXiv:2508.18669v1)LMArena leaderboard datasetMoonshot AI Kimi-K2-Instruct model card (instruction-model evaluation table)+11
238Qwen3 30B-A3B Instruct 2507 · 4-bit Alibaba60±1local (slow)~20GB~100 tok/s262kllama.cpp › Qwen/Qwen3-Next-80B-A3B-Instruct model cardQwen/Qwen3-30B-A3B-Instruct-2507 model cardEpoch AI — internal evaluationsLMArena leaderboard datasetMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+4
239Qwen3 30B-A3B Thinking 2507 · 4-bit Alibaba60±1local (slow)~20GB262kllama.cpp › Qwen/Qwen3-Next-80B-A3B-Thinking model cardQwen/Qwen3-30B-A3B-Thinking-2507 model cardByteDance-Seed/Seed-OSS-36B-Instruct model cardQwen/Qwen3.5-9B model cardEpoch AI — internal evaluationsQwen/Qwen3.5-4B model card+8
240ERNIE 4.5 300B-A47B · 2-bit Baidu60±1†local (slow)~97GB131kllama.cpp › ERNIE 4.5 post-trained 300B-A47B benchmark chart
241Qwen3.5 4B · 4-bit Alibaba60±1local (slow)~3.8GB262kllama.cpp › Qwen/Qwen3.5-9B model cardopenbmb/MiniCPM5-2B model cardXHToken/Spark-X2.5-4B model cardJetBrains/Mellum2-12B-A2.5B-Instruct model cardQwen/Qwen3.5-4B model cardLiquidAI/LFM2.5-2.6B model card+11
243Mellum2.1 12B-A2.5B Thinking · 4-bit JetBrains60±1†local (slow)~10GBllama.cpp › JetBrains/Mellum2.1-12B-A2.5B-Thinking model card
244Gemma 2 9B IT SimPO · 4-bit Princeton NLP60±1local (slow)~7.6GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)WildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetOpen Portuguese LLM Leaderboard (archived)
245Gemma 2 9B IT DPO (Princeton) · 4-bit Princeton NLP60±1local (slow)~7.6GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)WildBench v2 leaderboard data (Ai2)Open Portuguese LLM Leaderboard (archived)
246Falcon-H1R 7B · 4-bit TII60±1†local (slow)~6GB262kllama.cpp › Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling
247Nemotron-Cascade-14B-Thinking · 4-bit NVIDIA60±1†local (slow)~11GBllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
248Qwen3-VL 32B Instruct · 4-bit Alibaba60±1local (slow)~23GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models (arXiv:2604.18224v1)
250Qwen3 235B-A22B (Apr 2025, hybrid) · 4-bit Alibaba60±0local (slow)~144GB131kOllama › Qwen/Qwen3-235B-A22B-Thinking-2507 model cardQwen/Qwen3-30B-A3B-Thinking-2507 model cardQwen/Qwen3-30B-A3B-Instruct-2507 model cardQwen/Qwen3-235B-A22B-Instruct-2507 model cardEpoch AI — internal evaluationsAider polyglot benchmark runs+14
252Mistral Small 4 (119B-A6.5B) · 4-bit Mistral60±2local (slow)~73GB262kllama.cpp › mistralai/Mistral-Small-4-119B-2603 model cardContractBench: Can LLM Agents Preserve Observation Contracts? (arXiv:2605.17281v2)Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Miðeind Icelandic LLM Leaderboard
253Granite 4.2 8B · 4-bit IBM59±1local (slow)~7.2GB131kllama.cpp › ibm-granite/granite-4.2-30b model cardLMArena leaderboard dataset
254QwQ-32B · 4-bit Alibaba59±1local (slow)~23GB131kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsEpoch AI — internal evaluationsAider polyglot benchmark runsArena-Hard-Auto v2.0-Preview leaderboard (repository README)LMArena leaderboard datasetWebApp1K models leaderboard (onekq-ai)+7
255Solar Open 100B (102B-A12B) · 4-bit Upstage59±1†local (slow)~67GB131kllama.cpp › Solar Open 2 Technical Report (Upstage, arXiv:2607.20062v2)Solar Open Technical Report (arXiv:2601.07022v1)
256Qwen3-VL 30B-A3B Thinking · 4-bit Alibaba59±1local (slow)~20GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models (arXiv:2604.18224v1)
258OpenReasoning-Nemotron-32B · 4-bit NVIDIA59±2†local (slow)~22GBllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
259EXAONE 4.0 32B · 4-bit LG AI Research59±1local (slow)~22GB131kllama.cpp › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)HyperCLOVA X 32B Think (NAVER Cloud, arXiv:2601.03286v1)Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning CapabilitiesEuroEval leaderboards (results collection), English generative leaderboard
260Phi-4-reasoning-plus 14B · 4-bit Microsoft59±1local (slow)~11GBllama.cpp › Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time ScalingMicrosoft — Phi-4-reasoning Technical Reportmicrosoft/Phi-4-reasoning model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
261GLM-4.7-Flash · 4-bit Z.ai58±1local (slow)~19GB~44 tok/s200kllama.cpp › Epoch AI — internal evaluationsRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeLMArena leaderboard datasetEuroEval leaderboards (results collection), English generative leaderboardSERA: Soft-Verified Efficient Repository Agents (arXiv:2601.20789v3)EQ-Bench 3 canonical leaderboard results+1
263gpt-oss-20b · 4-bit OpenAI58±1local (slow)~13GB~8.7 tok/s131kllama.cpp › Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time ScalingByteDance-Seed/Seed-OSS-36B-Instruct model cardOpenAI — gpt-oss-120b & gpt-oss-20b Model CardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsEpoch AI — internal evaluationsRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+16
264Olmo 3.1 32B Think · 4-bit Ai258±1local (slow)~22GB66kllama.cpp › Olmo 3Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard datasetallenai/Olmo-3.1-32B-Think model cardEuroEval leaderboards (results collection), English generative leaderboard
266Qwen3 14B · 4-bit Alibaba58±1local (slow)~11GB33kllama.cpp › Epoch AI — internal evaluationsMUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use (arXiv:2508.18669v1)Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsBerkeley Function Calling Leaderboard result archiveBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)+7
267Llama 3.3 Nemotron Super 49B v1 · 4-bit NVIDIA58±2local (slow)~33GBllama.cpp › NVIDIA — Llama-Nemotron: Efficient Reasoning ModelsLMArena leaderboard dataset
268DeepSeek R1 Distill Llama 70B · 4-bit DeepSeek58±1local (slow)~46GB131kOllama › Epoch AI — internal evaluationsMicrosoft — Phi-4-reasoning Technical Reportdeepseek-ai/DeepSeek-R1 model cardCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Judgemark v2 results (EQ-Bench)+1
270Nemotron-Cascade-8B · 4-bit NVIDIA58±1†local (slow)~6.8GBllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
271Command A (03-2025) · 4-bit Cohere58±1local (slow)~72GB256kOllama › Cohere — Command A technical reportLMArena leaderboard datasetBerkeley Function Calling Leaderboard result archiveFinance Agent Benchmark (Vals AI, arXiv:2508.00828v1)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
272Olmo 3 32B Think · 4-bit Ai258±1local (slow)~22GB66kllama.cpp › Olmo 3Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard datasetallenai/Olmo-3.1-32B-Think model card
274Phi-4-reasoning 14B · 4-bit Microsoft58±1local (slow)~11GB33kllama.cpp › Microsoft — Phi-4-reasoning Technical Reportmicrosoft/Phi-4-reasoning model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
277Magistral Small 1.2 · 4-bit Mistral58±1local (slow)~17GB131kllama.cpp › mistralai/Magistral-Small-2509 model cardEpoch AI — internal evaluationsApriel-1.5-15b-Thinker (arXiv:2510.01141v1), Table 4 multimodal benchmarksInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)mistralai/Mistral-Small-4-119B-2603 model cardEuroEval leaderboards (results collection), English generative leaderboard
279Qwen3-VL 8B Thinking · 4-bit Alibaba58±1local (slow)~6.9GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)allenai/Olmo-3-7B-Think model cardChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)
280Qwen3 32B · 4-bit Alibaba58±0local (slow)~23GB131kllama.cpp › Qwen/Qwen3-Next-80B-A3B-Thinking model cardQwen/Qwen3-Next-80B-A3B-Instruct model cardFalcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time ScalingByteDance-Seed/Seed-OSS-36B-Instruct model cardEpoch AI — internal evaluationsAider polyglot benchmark runs+17
283Qwen3-VL 30B-A3B Instruct · 4-bit Alibaba58±1local (slow)~20GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models (arXiv:2604.18224v1)
284Qwen3 Coder 30B-A3B Instruct · 4-bit Alibaba57±1local (slow)~20GB~93 tok/s160kllama.cpp › Qwen/Qwen3-Coder-30B-A3B-Instruct model cardKwaipilot/KAT-Coder-V2.5-Dev model cardRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode
285Qwen2.5 Coder 32B Instruct · 4-bit Alibaba57±1local (slow)~23GB131kllama.cpp › EvalPlus / EvalPerf published evaluation runsQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)LiveCodeBench official website results (2024-12-26)Aider polyglot benchmark runsAider code editing benchmark runs (old edit leaderboard)Roblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau Leetcode+5
287Llama 4 Maverick (402B-A17B) · 2-bit Meta57±1local (slow)~129GB1Mllama.cpp › Epoch AI — internal evaluationsAider polyglot benchmark runsLMArena leaderboard datasetArena-Hard-Auto v2.0-Preview leaderboard (repository README)Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning CapabilitiesApriel-1.5-15b-Thinker (arXiv:2510.01141v1), Table 4 multimodal benchmarks+14
288DeepSeek R1 0528 Qwen3 8B · 4-bit DeepSeek57±1local (slow)~6.9GB~3.6 tok/s128kllama.cpp › Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scalingdeepseek-ai/DeepSeek-R1-0528-Qwen3-8B model cardEpoch AI — internal evaluationsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)EuroEval leaderboards (results collection), English generative leaderboard
290Granite 4.2 3B · 4-bit IBM57±1local (slow)~3.4GB131kllama.cpp › openbmb/MiniCPM5-2B model cardibm-granite/granite-4.2-30b model cardLMArena leaderboard dataset
292Llama 3.3 Nemotron Super 49B v1.5 · 4-bit NVIDIA57±1local (slow)~33GB131kllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning ModelsLMArena leaderboard dataset
293Nemotron 3 Nano 30B-A3B · 4-bit NVIDIA57±1local (slow)~22GB~105 tok/s262kOllama › NVIDIA — Nemotron-Cascade 2 technical reportMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsNVIDIA vendor-reported benchmark scores for its own Nemotron models (Hugging Face model cards)LMArena leaderboard datasetEuroEval leaderboards (results collection), English generative leaderboardSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)+3
294Athene-V2-Chat 72B · 4-bit Nexusflow57±1local (slow)~48GB33kOllama › Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)Arena-Hard-Auto v2.0-Preview leaderboard (repository README)LMArena leaderboard datasetBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)
296Granite 4.1 30B · 4-bit IBM57±1†local (slow)~19GB~25 tok/sOllama › ibm-granite/granite-4.1-8b model card
297Nemotron-Cascade-8B-Thinking · 4-bit NVIDIA57±2local (slow)~6.8GBllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning ModelsUnsupervised Confidence Calibration for Reasoning LLMs from a Single Generation (arXiv:2604.19444v1)
299Qwen2.5-Omni 7B · 4-bit Alibaba57±2local (slow)~5.8GBllama.cpp › AHELM: A Holistic Evaluation of Audio-Language Models (Stanford CRFM, arXiv:2508.21376v2)
300Sky-T1 32B Preview · 4-bit NovaSky (UC Berkeley)57±4local (slow)~22GBllama.cpp › EuroEval leaderboards (results collection), English generative leaderboardBerkeley Function Calling Leaderboard result archive
301Ministral 3 14B Reasoning 2512 · 4-bit Mistral57±1local (slow)~10GB262kllama.cpp › mistralai/Ministral-3-3B-Reasoning-2512 model cardmistralai/Ministral-3-8B-Reasoning-2512 model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsJetBrains/Mellum2-12B-A2.5B-Thinking model cardEuroEval leaderboards (results collection), English generative leaderboardSurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models (arXiv:2606.08071v1)
303Mistral Small 3.2 24B · 4-bit Mistral56±1local (slow)~16GB128kllama.cpp › mistralai/Mistral-Small-3.2-24B-Instruct-2506 model cardEpoch AI — internal evaluationsLMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)EQ-Bench 3 canonical leaderboard resultsmistralai/Mistral-Small-4-119B-2603 model card+4
304DeepSeek-V2.5 (1210) · 2-bit DeepSeek56±1local (slow)~82GBllama.cpp › Aider polyglot benchmark runsAider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetOpenCompass CompassAcademic leaderboard (full version) Space: committed predictions fileDeepSeek vendor-reported benchmark scores for its own models (Hugging Face model cards)
305QED-Nano · 4-bit LM Provers56±2local (slow)~4.1GB262kllama.cpp › MathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasets
306Qwen3 4B Thinking 2507 · 4-bit Alibaba56±1local (slow)~4.4GB~36 tok/s262kllama.cpp › Qwen/Qwen3-4B-Thinking-2507 model cardMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasetsMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Knowledge Index of Noah's Ark (arXiv:2606.05104v2)Qwen/Qwen3.5-0.8B model card+3
310Qwen3-VL 4B Thinking · 4-bit Alibaba56±1local (slow)~4.4GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models (arXiv:2608.17895v1)
311Qwen2.5 72B Instruct · 4-bit Alibaba56±1local (slow)~47GB33kOllama › WildEval ZeroEval published resultsCohere — Command A technical reportEpoch AI — internal evaluations2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsMicrosoft Research — Phi-4 Technical ReportLiveCodeBench official website results (2024-12-26)+24
312Qwen2.5-VL 72B Instruct · 4-bit Alibaba56±1local (slow)~48GB33kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Qwen2.5-VL-32B-Instruct model cardLMArena leaderboard datasetChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (arXiv:2503.12329v1)Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation (arXiv:2504.07072v2)+3
314Mistral Large 2 (2411) · 4-bit Mistral56±1local (slow)~77GB128kllama.cpp › Epoch AI — internal evaluationsAider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetBerkeley Function Calling Leaderboard result archiveSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)EQ-Bench 3 canonical leaderboard results+8
315Qwen2.5 Coder 14B Instruct · 4-bit Alibaba56±1local (slow)~11GB~18 tok/s131kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Aider code editing benchmark runs (old edit leaderboard)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)DSEffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation — authors' own model runsOpen Portuguese LLM Leaderboard (archived)
316DeepSeek R1 Distill Qwen 32B · 4-bit DeepSeek56±1local (slow)~23GB~7.3 tok/s131kllama.cpp › open-thoughts/OpenThinker2-32B model cardopen-thoughts/OpenThinker-32B model cardEpoch AI — internal evaluationsdeepseek-ai/DeepSeek-R1 model cardWebApp1K models leaderboard (onekq-ai)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)+5
317Qwen2.5 32B Instruct · 4-bit Alibaba56±1local (slow)~23GB131kllama.cpp › WildEval ZeroEval published resultsEpoch AI — internal evaluations2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLiveCodeBench official website results (2024-12-26)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)+11
318Qwen3 8B · 4-bit Alibaba56±1local (slow)~6.9GB~25 tok/s33kllama.cpp › Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time ScalingQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Epoch AI — internal evaluationsMUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use (arXiv:2508.18669v1)allenai/Olmo-3-7B-Think model cardSynthesize and Reward: Reinforcement Learning for Multi-Step Tool Use in Live Environments (arXiv:2606.03892v2)+15
319DeepSeek R1 Distill Qwen 14B · 4-bit DeepSeek56±1local (slow)~11GB~15 tok/s131kllama.cpp › Epoch AI — internal evaluationsdeepseek-ai/DeepSeek-R1 model cardCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)EuroEval leaderboards (results collection), English generative leaderboardSurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models (arXiv:2606.08071v1)+2
321Molmo 2 8B · 4-bit Ai256±2local (slow)~6.8GBllama.cpp › LMArena leaderboard datasetMolmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding (Ai2, arXiv 2601.10611v4)
322Ministral 3 14B · 4-bit Mistral55±1local (slow)~10GB~46 tok/s262kllama.cpp › JetBrains/Mellum2-12B-A2.5B-Instruct model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsEuroEval leaderboards (results collection), English generative leaderboardmistralai/Ministral-3-14B-Instruct-2512 model cardContractBench: Can LLM Agents Preserve Observation Contracts? (arXiv:2605.17281v2)mistralai/Ministral-3-8B-Instruct-2512 model card+2
323Nemotron Nano 9B v2 · 4-bit NVIDIA55±1local (slow)~7.6GB131kllama.cpp › Olmo 3NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning ModelsNVIDIA vendor-reported benchmark scores for its own Nemotron models (Hugging Face model cards)allenai/Olmo-3-7B-Think model cardEuroEval leaderboards (results collection), English generative leaderboard
324EXAONE Deep 32B · 4-bit LG AI Research55±2†local (slow)~22GB33kOllama › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)
325Qwen3 4B Instruct 2507 · 4-bit Alibaba55±1local (slow)~4.4GB~60 tok/s262kllama.cpp › Qwen/Qwen3-4B-Instruct-2507 model cardMarco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Epoch AI — internal evaluationsRoblox LLM Leaderboard (Torpedo Software): RobloxQA v2.0 and Luau LeetcodeSynthesize and Reward: Reinforcement Learning for Multi-Step Tool Use in Live Environments (arXiv:2606.03892v2)+4
326Qwen3 30B-A3B (Apr 2025, hybrid) · 4-bit Alibaba55±0local (slow)~20GB33kllama.cpp › Qwen/Qwen3-4B-Instruct-2507 model cardQwen/Qwen3-30B-A3B-Thinking-2507 model cardQwen/Qwen3-4B-Thinking-2507 model cardQwen/Qwen3-30B-A3B-Instruct-2507 model cardEpoch AI — internal evaluationsQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)+10
327Bielik 11B v3.0 Instruct · 4-bit SpeakLeash55±2local (slow)~8.5GBllama.cpp › Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance? (arXiv:2606.12250v1)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardEuroEval leaderboards (results collection), English generative leaderboard
329Granite 4.1 8B · 4-bit IBM55±1local (slow)~7.2GB~70 tok/s131kOllama › ibm-granite/granite-4.1-8b model cardLMArena leaderboard datasetSynthesize and Reward: Reinforcement Learning for Multi-Step Tool Use in Live Environments (arXiv:2606.03892v2)
330Magistral Small 1.0 (2506) · 4-bit Mistral55±1local (slow)~17GB128kllama.cpp › mistralai/Magistral-Small-2509 model cardEpoch AI — internal evaluationsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Galileo Agent Leaderboard (v1 and v2 results)
331Spark-X2.5 1.7B · 4-bit iFLYTEK (SparkLLM)55±1†local (slow)~1.9GB~314 tok/s1Mllama.cpp › XHToken/Spark-X2.5-4B model card
332Qwen2.5-Math 72B Instruct · 4-bit Alibaba55±2†local (slow)~51GB4kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)
333Llama 3.3 70B Instruct · 4-bit Meta55±1local (slow)~46GB~2.3 tok/s128kOllama › Cohere — Command A technical reportEpoch AI — internal evaluations2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsMicrosoft Research — Phi-4 Technical ReportMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLiveCodeBench official website results (2024-12-26)+21
335Qwen3-VL 8B Instruct · 4-bit Alibaba55±1local (slow)~6.9GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)allenai/Olmo-3-7B-Instruct model cardChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models (arXiv:2608.17895v1)How Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings (arXiv:2605.07492v2)
336Mistral Large 2 (2407) · 4-bit Mistral55±1local (slow)~78GB128kllama.cpp › WildEval ZeroEval published resultsVector Institute Evaluation Leaderboard (Inspect Evals runs)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEpoch AI — internal evaluationsJamba-1.5: Hybrid Transformer-Mamba Models at Scale (AI21, arXiv 2408.12570v1)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)+10
337Falcon-H1 34B Instruct · 4-bit TII55±3local (slow)~23GB262kllama.cpp › Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Open Portuguese LLM Leaderboard (archived)
338Llama 4 Scout (109B-A17B) · 4-bit Meta55±1local (slow)~68GB~19 tok/s328kOllama › Epoch AI — internal evaluationsLMArena leaderboard datasetBerkeley Function Calling Leaderboard result archiveSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)EQ-Bench 3 canonical leaderboard resultsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+8
340Bielik 11B v2.6 Instruct · 4-bit SpeakLeash55±3local (slow)~8.5GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardEuroEval leaderboards (results collection), English generative leaderboard
341Mistral Small 3.1 24B (2503) · 4-bit Mistral55±1local (slow)~16GB128kllama.cpp › Epoch AI — internal evaluationsmistralai/Mistral-Small-3.2-24B-Instruct-2506 model cardLMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Mistral AI vendor-reported benchmark scores for its own models (Hugging Face model cards)EQ-Bench 3 canonical leaderboard results+7
342Llama 3.1 Tulu 3 70B · 4-bit Ai255±1local (slow)~46GB131kllama.cpp › Tülu 3: Pushing Frontiers in Open Language Model Post-Training (Lambert et al., Ai2)LMArena leaderboard dataset
343Pixtral Large (2411) · 2-bit Mistral55±3local (slow)~51GBllama.cpp › LMArena leaderboard datasetMistral AI vendor-reported benchmark scores for its own models (Hugging Face model cards)
344Olmo 3.1 32B Instruct · 4-bit Ai255±2local (slow)~22GB66kllama.cpp › Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard datasetEuroEval leaderboards (results collection), English generative leaderboard
348OpenThinker2 32B · 4-bit Open Thoughts55±1local (slow)~22GB33kllama.cpp › open-thoughts/OpenThinker2-32B model cardArena-Hard-Auto v2.0-Preview leaderboard (repository README)
349DeepSeek-V2 Chat (0628) · 2-bit DeepSeek55±1local (slow)~66GBllama.cpp › WildEval ZeroEval published resultsAider code editing benchmark runs (old edit leaderboard)WildBench v2 leaderboard data (Ai2)
351OpenThinker 32B · 4-bit Open Thoughts55±1†local (slow)~22GB33kllama.cpp › open-thoughts/OpenThinker2-32B model cardopen-thoughts/OpenThinker-32B model card
352Command A Reasoning (08-2025) · 4-bit Cohere54±2local (slow)~72GBllama.cpp › Cohere vendor-reported benchmark scores for its own models (cohere.com blog)Berkeley Function Calling Leaderboard result archive
353Magistral Small 1.1 (2507) · 4-bit Mistral54±1†local (slow)~17GB40kllama.cpp › mistralai/Magistral-Small-2509 model card
354Mellum2 12B-A2.5B Thinking · 4-bit JetBrains54±1†local (slow)~10GB131kllama.cpp › JetBrains/Mellum2.1-12B-A2.5B-Thinking model cardJetBrains/Mellum2-12B-A2.5B-Thinking model card
355Ministral 3 8B Reasoning 2512 · 4-bit Mistral54±1local (slow)~6.9GB262kllama.cpp › mistralai/Ministral-3-3B-Reasoning-2512 model cardmistralai/Ministral-3-8B-Reasoning-2512 model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsSurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models (arXiv:2606.08071v1)
356Llama 3.1 Tulu 3 70B DPO · 4-bit Ai254±1local (slow)~46GB131kllama.cpp › Epoch AI — internal evaluationsTülu 3: Pushing Frontiers in Open Language Model Post-Training (Lambert et al., Ai2)
358Nemotron 3 Nano 4B · 4-bit NVIDIA54±1local (slow)~3.5GB~104 tok/s262kllama.cpp › openbmb/MiniCPM5-2B model cardNVIDIA vendor-reported benchmark scores for its own Nemotron models (Hugging Face model cards)
360DeepSeek-Coder-V2 Instruct (0614) · 2-bit DeepSeek54±1local (slow)~92GBllama.cpp › EvalPlus / EvalPerf published evaluation runsWildEval ZeroEval published resultsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LiveCodeBench official website results (2024-12-26)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+2
363Mistral Small 3 24B (2501) · 4-bit Mistral54±1local (slow)~16GB32kllama.cpp › Epoch AI — internal evaluationsInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)LMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)EQ-Bench 3 canonical leaderboard resultsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+6
367GLM-4 9B Chat 1M · 4-bit Zhipu AI (THUDM)54±4local (slow)~8.1GB1Mllama.cpp › NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
368EXAONE Deep 7.8B · 4-bit LG AI Research54±2†local (slow)~6.5GB33kllama.cpp › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)
371Qwen2-VL 72B Instruct · 4-bit Alibaba54±1local (slow)~53GBllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Qwen2.5-VL-32B-Instruct model cardPixtral 12B (Mistral AI, arXiv 2410.07073v2)LMArena leaderboard datasetCapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (arXiv:2503.12329v1)Ai2 Molmo-72B-0924 model card: Human Preference Elo Rating column
372Hermes 3 Llama 3.1 405B · 2-bit Nous Research54±1local (slow)~114GB131kllama.cpp › Nous Research vendor-reported scores for its own Hermes models (Hermes 3 Technical Report)Aider code editing benchmark runs (old edit leaderboard)
373Llama 3.1 70B Instruct · 4-bit Meta53±0local (slow)~46GB128kllama.cpp › WildEval ZeroEval published resultsVector Institute Evaluation Leaderboard (Inspect Evals runs)2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEpoch AI — internal evaluationsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)+22
374Gemma 3 27B · 4-bit Google53±1local (slow)~20GB131kllama.cpp › Gemma Team — Gemma 4 Technical ReportGoogle DeepMind Gemma 3 270M IT model card2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsEpoch AI — internal evaluationsMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard dataset+23
375Qwen2.5-VL 32B Instruct · 4-bit Alibaba53±2local (slow)~23GB33kllama.cpp › Qwen2.5-VL-32B-Instruct model cardApriel-1.5-15b-Thinker (arXiv:2510.01141v1), Table 4 multimodal benchmarksLMArena leaderboard datasetChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation (arXiv:2504.07072v2)Open Portuguese LLM Leaderboard (archived)+1
378Phi-4 14B · 4-bit Microsoft53±1local (slow)~11GB16kllama.cpp › Epoch AI — internal evaluationsMicrosoft Research — Phi-4 Technical ReportDaekeun Kim Korean LLM benchmark runsmicrosoft/phi-4 model cardMicrosoft — Phi-4-reasoning Technical Reportmicrosoft/Phi-4-reasoning model card+11
379Bielik 11B v2.1 Instruct · 4-bit SpeakLeash53±3local (slow)~8.5GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
380Qwen2.5-Math 7B Instruct · 4-bit Alibaba53±2†local (slow)~5.8GB4kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)
381Olmo 3 7B Think · 4-bit Ai253±1local (slow)~6.2GB66kllama.cpp › Olmo 3Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsallenai/Olmo-3-7B-Think model cardJetBrains/Mellum2-12B-A2.5B-Thinking model cardEuroEval leaderboards (results collection), English generative leaderboard
382s1.1 32B · 4-bit Simple Scaling53±1local (slow)~22GB33kllama.cpp › open-thoughts/OpenThinker2-32B model cardopen-thoughts/OpenThinker-32B model cardArena-Hard-Auto v2.0-Preview leaderboard (repository README)
383Ministral 3 8B · 4-bit Mistral53±1local (slow)~6.9GB~68 tok/s262kllama.cpp › Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsEuroEval leaderboards (results collection), English generative leaderboardmistralai/Ministral-3-14B-Instruct-2512 model cardMulti-Step Tool-Calling over Korean Open Public APIs: A Benchmark and a Data-Synthesis Recipe (arXiv:2609.05395v1)ContractBench: Can LLM Agents Preserve Observation Contracts? (arXiv:2605.17281v2)+3
384Gemma 4 E4B · 4-bit Google53±1local (slow)~6.6GB~59 tok/s131kllama.cpp › Gemma Team — Gemma 4 Technical Reportopenbmb/MiniCPM5-2B model cardJetBrains/Mellum2.1-12B-A2.5B-Thinking model cardXHToken/Spark-X2.5-4B model cardLiquidAI/LFM2.5-2.6B model cardEuroEval leaderboards (results collection), English generative leaderboard+8
385Llama 3.1 Nemotron 70B Instruct · 4-bit NVIDIA53±1local (slow)~46GB128kllama.cpp › Tülu 3: Pushing Frontiers in Open Language Model Post-Training (Lambert et al., Ai2)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)Aider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetArena-Hard-Auto v2.0-Preview leaderboard (repository README)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+4
386Qwen3-VL 4B Instruct · 4-bit Alibaba53±1local (slow)~4.4GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)How Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings (arXiv:2605.07492v2)
390LFM2.5 2.6B · 4-bit Liquid AI53±1local (slow)~2.4GB131kllama.cpp › openbmb/MiniCPM5-2B model cardLiquidAI/LFM2.5-2.6B model card
391Bielik 11B v2.2 Instruct · 4-bit SpeakLeash53±3local (slow)~8.5GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
392Llama 3.1 Nemotron 51B Instruct · 4-bit NVIDIA53±2local (slow)~34GBllama.cpp › Puzzle: Distillation-Based NAS for Inference-Optimized LLMs (arXiv:2411.19146v5)LMArena leaderboard dataset
393Aya Expanse 32B · 4-bit Cohere53±2local (slow)~22GB128kllama.cpp › LMArena leaderboard datasetInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning CapabilitiesOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)+1
395Granite 4.0 H Small (32B-A9B) · 4-bit IBM53±1local (slow)~22GB131kllama.cpp › ibm-granite/granite-4.0-h-small model cardMarco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsLMArena leaderboard datasetEuroEval leaderboards (results collection), English generative leaderboardDiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules (arXiv:2605.08614v1)+1
396Qwen2.5 Coder 7B Instruct · 4-bit Alibaba53±1local (slow)~5.8GB~48 tok/s131kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)LiveCodeBench official website results (2024-12-26)Aider code editing benchmark runs (old edit leaderboard)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)
397OpenCoder-8B-Instruct · 4-bit INF (infly)53±1local (slow)~6.4GBllama.cpp › EvalPlus / EvalPerf published evaluation runsEuroEval leaderboards (results collection), English generative leaderboard
398LFM2.5 8B-A1B · 4-bit Liquid AI52±1local (slow)~5.9GB~250 tok/s128kllama.cpp › openbmb/MiniCPM5-2B model cardLiquidAI/LFM2.5-8B-A1B model card
399Gemma 3 12B · 4-bit Google52±1local (slow)~10GB~13 tok/s131kllama.cpp › Google DeepMind Gemma 3 270M IT model cardMarco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsGemma Team — Gemma 3 Technical ReportEpoch AI — internal evaluationsLMArena leaderboard dataset+10
400Qwen2.5 14B Instruct · 4-bit Alibaba52±1local (slow)~11GB131kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsMicrosoft Research — Phi-4 Technical Reportmicrosoft/phi-4 model cardCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Reinforcing Real-world Service Agents: InteractCS-RL (arXiv:2602.22697v1)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)+7
402Cogito v1 Preview Llama 8B · 4-bit Deep Cogito52±4local (slow)~6.6GB128kllama.cpp › EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
403Llama-3-Instruct-8B-SimPO-ExPO · 4-bit Chujie Zheng (ExPO)52±1local (slow)~6.6GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)WildBench v2 leaderboard data (Ai2)Open Portuguese LLM Leaderboard (archived)
404Llama-3-Instruct-8B-SimPO · 4-bit Princeton NLP52±1local (slow)~6.6GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)WildBench v2 leaderboard data (Ai2)Open Portuguese LLM Leaderboard (archived)
405Athene-70B · 4-bit Nexusflow52±1local (slow)~46GBllama.cpp › WildEval ZeroEval published resultsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)WildBench v2 leaderboard data (Ai2)LMArena leaderboard dataset
406Qwen2 72B Instruct · 4-bit Alibaba52±1local (slow)~48GB131kOllama › WildEval ZeroEval published resultsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEpoch AI — internal evaluationsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)+14
409CodeQwen1.5 7B Chat · 4-bit Alibaba52±1local (slow)~6.4GB64kllama.cpp › EvalPlus / EvalPerf published evaluation runsQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
410OpenCodeInterpreter-DS-33B · 4-bit M-A-P51±1local (slow)~22GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
411Bielik 11B v2.0 Instruct · 4-bit SpeakLeash51±3local (slow)~8.5GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
414LFM2 24B-A2B · 4-bit Liquid AI51±1local (slow)~15GB33kllama.cpp › Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient Upcycling
415Qwen3 4B · 4-bit Alibaba51±1local (slow)~4.4GB33kllama.cpp › Qwen/Qwen3-4B-Thinking-2507 model cardQwen/Qwen3-4B-Instruct-2507 model cardLFM2 Technical Report — Liquid AI own SmolLM3 evaluationHuggingFaceTB/SmolLM3-3B model card (Evaluation section)Epoch AI — internal evaluationsArena-Hard-Auto v2.0-Preview leaderboard (repository README)+8
416DeepSeek-Coder 33B Instruct · 4-bit DeepSeek51±1local (slow)~22GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LiveCodeBench official website results (2024-12-26)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)CRUXEval published evaluation results (authors' generations and scores)+1
418Codestral 22B v0.1 · 4-bit Mistral AI51±1local (slow)~16GB32kllama.cpp › EvalPlus / EvalPerf published evaluation runsAider code editing benchmark runs (old edit leaderboard)DSEffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation — authors' own model runsOpen Portuguese LLM Leaderboard (archived)
419Gemma 2 27B IT · 4-bit Google51±1local (slow)~21GB8kllama.cpp › WildEval ZeroEval published results2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEpoch AI — internal evaluationsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)WildBench v2 leaderboard data (Ai2)+10
420Llama 3 70B Instruct · 4-bit Meta51±0local (slow)~46GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsWildEval ZeroEval published resultsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsEpoch AI — internal evaluations+17
421Llama 3.2 90B Vision Instruct · 4-bit Meta51±1local (slow)~58GB128kOllama › Epoch AI — internal evaluationsPixtral 12B (Mistral AI, arXiv 2410.07073v2)LMArena leaderboard datasetInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (arXiv:2503.12329v1)Open Portuguese LLM Leaderboard (archived)+1
422WizardCoder 33B V1.1 · 4-bit WizardLM51±1local (slow)~22GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsWizardLM team vendor-reported scores for its own WizardCoder models (Hugging Face card)
423Bielik 11B v2.3 Instruct · 4-bit SpeakLeash51±2local (slow)~8.6GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Berkeley Function Calling Leaderboard result archiveSpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
425Llama-3-8B-ProLong-512k-Instruct · 4-bit Princeton NLP51±4local (slow)~35GBhow to run › NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
427OpenCodeInterpreter-DS-6.7B · 4-bit M-A-P51±1local (slow)~5.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
428Qwen2-Math 72B Instruct · 4-bit Alibaba51±1local (slow)~45GB4kOllama › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)
429WizardLM-2 8x22B · 4-bit Microsoft51±1local (slow)~91GBOllama › Epoch AI — internal evaluationsAider code editing benchmark runs (old edit leaderboard)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardJudgemark v2 results (EQ-Bench)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
430Mistral Small Instruct 22B (2409) · 4-bit Mistral AI51±2local (slow)~16GB32kllama.cpp › CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)SpeakLeash Polish EQ-Bench leaderboardEvalPlus / EvalPerf published evaluation runsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Galileo Agent Leaderboard (v1 and v2 results)
431OpenThinker3 7B · 4-bit Open Thoughts51±1local (slow)~6.4GB33kllama.cpp › Olmo 3allenai/Olmo-3-7B-Think model cardBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)
432Granite 4.1 3B · 4-bit IBM51±1†local (slow)~3.7GB~131 tok/sOllama › ibm-granite/granite-4.1-8b model card
433Artigenz-Coder-DS-6.7B · 4-bit Artigenz51±1local (slow)~5.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
434Yi 34B 200K (base) · 4-bit 01.AI51±4local (slow)~23GB200kllama.cpp › NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
435Mellum2 12B-A2.5B Instruct · 4-bit JetBrains51±2†local (slow)~9GB131kllama.cpp › JetBrains/Mellum2-12B-A2.5B-Instruct model card
437Hermes 3 Llama 3.1 70B · 4-bit Nous Research50±1local (slow)~43GB131kOllama › Nous Research vendor-reported scores for its own Hermes models (Hermes 3 Technical Report)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasets
438speechless-codellama-34b-v2.0 · 4-bit uukuguy50±1local (slow)~23GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
439OLMo 2 32B Instruct (0325) · 4-bit Ai250±1local (slow)~21GBllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLMArena leaderboard datasetallenai/Olmo-3.1-32B-Think model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
440Ministral 3 3B Reasoning 2512 · 4-bit Mistral50±1local (slow)~3.6GB262kllama.cpp › mistralai/Ministral-3-3B-Reasoning-2512 model cardmistralai/Ministral-3-8B-Reasoning-2512 model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsEuroEval leaderboards (results collection), English generative leaderboard
441Aya 23 35B · 4-bit Cohere For AI50±2local (slow)~24GB8kOllama › SpeakLeash Polish EQ-Bench leaderboardOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
442AceReason-Nemotron-1.0-14B · 4-bit NVIDIA50±2†local (slow)~11GBllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
444Qwen2.5-VL 7B Instruct · 4-bit Alibaba50±1local (slow)~5.8GBllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)
445Mixtral 8x22B Instruct v0.1 · 4-bit Mistral50±1local (slow)~91GB64kOllama › EvalPlus / EvalPerf published evaluation runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LMArena leaderboard dataset+9
446Magicoder-S-DS 6.7B · 4-bit UIUC (ise-uiuc)50±1local (slow)~5.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4CRUXEval published evaluation results (authors' generations and scores)
447EXAONE Deep 2.4B · 4-bit LG AI Research50±2†local (slow)~3.2GB33kOllama › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)
448Pixtral 12B (2409) · 4-bit Mistral50±2local (slow)~9.6GBllama.cpp › Pixtral 12B (Mistral AI, arXiv 2410.07073v2)LMArena leaderboard datasetVisEditBench: Can Vision-Language Models Edit Visualization Code from Multimodal Feedback? (arXiv:2608.10408v1)Ai2 Molmo-72B-0924 model card: Human Preference Elo Rating column
450XwinCoder-34B · 4-bit Xwin-LM50±1local (slow)~23GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
451Qwen2.5 7B Instruct · 4-bit Alibaba50±1local (slow)~5.8GB~49 tok/s131kllama.cpp › microsoft/Phi-4-mini-instruct model cardWildEval ZeroEval published results2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLiveCodeBench official website results (2024-12-26)Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Epoch AI — internal evaluations+12
452LFM2.5 1.2B Thinking · 4-bit Liquid AI50±2local (slow)~1.3GB33kllama.cpp › LiquidAI/LFM2.5-1.2B-Thinking model cardEuroEval leaderboards (results collection), English generative leaderboard
453Yi-Coder 9B Chat · 4-bit 01.AI50±1local (slow)~6.6GB128kllama.cpp › Aider code editing benchmark runs (old edit leaderboard)LiveCodeBench official website results (2024-12-26)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)EvalPlus / EvalPerf published evaluation runsOpen Portuguese LLM Leaderboard (archived)
454InternLM2.5 7B Chat · 4-bit Shanghai AI Laboratory (InternLM)50±2local (slow)~6.4GBllama.cpp › InternLM GitHub repository model cards (Shanghai AI Laboratory)Open Portuguese LLM Leaderboard (archived)
455StarChat2 15B v0.1 · 4-bit Hugging Face50±1local (slow)~12GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runs
456Code Millenials 34B · 4-bit Bud Ecosystem50±1local (slow)~23GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
457Qwen2-Math 7B Instruct · 4-bit Alibaba50±2†local (slow)~6.1GB4kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)
458WaveCoder-Ultra-6.7B · 4-bit Microsoft50±1local (slow)~5.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
461MegaBeam-Mistral-7B-512k · 4-bit AWS (aws-prototyping)49±4local (slow)~5.9GBllama.cpp › NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
463Phi-3.5-MoE-instruct · 4-bit Microsoft49±1local (slow)~27GB128kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsDaekeun Kim Korean LLM benchmark runsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
464Qwen3-VL 2B Thinking · 4-bit Alibaba49±1local (slow)~2.7GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)
465Gemma 3n E4B · 4-bit Google49±1local (slow)~5.6GB32kllama.cpp › Google DeepMind Gemma 3n E2B IT model cardLMArena leaderboard datasetOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)EuroEval leaderboards (results collection), English generative leaderboard
467DeepSeek-Coder 7B Instruct v1.5 · 4-bit DeepSeek49±1local (slow)~5.9GBllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)
468OpenThinker2 7B · 4-bit Open Thoughts49±2†local (slow)~6.4GB33kllama.cpp › open-thoughts/OpenThinker2-7B model card
469DeepSeek-Coder 6.7B Instruct · 4-bit DeepSeek49±1local (slow)~8.8GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LiveCodeBench official website results (2024-12-26)CRUXEval published evaluation results (authors' generations and scores)
470Qwen2 57B-A14B Instruct · 4-bit Alibaba49±2local (slow)~38GB33kllama.cpp › BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4SpeakLeash Polish EQ-Bench leaderboardOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Open Portuguese LLM Leaderboard (archived)
471Hermes 2 Theta Llama-3 70B · 4-bit Nous Research49±2local (slow)~47GB8kllama.cpp › Epoch AI — internal evaluations
472MiniCPM3-4B · 4-bit OpenBMB49±2local (slow)~4.1GB32kllama.cpp › LiveCodeBench official website results (2024-12-26)Berkeley Function Calling Leaderboard result archive
473Granite 4.0 H Tiny (7B-A1B) · 4-bit IBM49±1local (slow)~4.8GB~12 tok/s131kOllama › ibm-granite/granite-4.0-h-small model cardEuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
474Qwen2.5 Coder 3B Instruct · 4-bit Alibaba49±1local (slow)~2.8GB~9.5 tok/s33kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Aider code editing benchmark runs (old edit leaderboard)
476Gemma 2 9B IT · 4-bit Google49±1local (slow)~9.5GB8kllama.cpp › microsoft/Phi-4-mini-instruct model cardWildEval ZeroEval published results2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsInternLM GitHub repository model cards (Shanghai AI Laboratory)Epoch AI — internal evaluations+14
477Yi-1.5 34B (base) · 4-bit 01.AI49±2local (slow)~23GB4kllama.cpp › BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
478Bielik 4.5B v3.0 Instruct · 4-bit SpeakLeash49±2local (slow)~4.5GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance? (arXiv:2606.12250v1)SpeakLeash Polish EQ-Bench leaderboardEuroEval leaderboards (results collection), English generative leaderboard
480WhiteRabbitNeo-33B-v1 · 4-bit WhiteRabbitNeo49±1local (slow)~22GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
481Qwen1.5 110B Chat · 4-bit Alibaba48±1local (slow)~72GB32kOllama › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4Aider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+1
482Command R Plus (08-2024) · 4-bit Cohere48±1local (slow)~67GB128kllama.cpp › Cohere — Command A technical reportLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)NVIDIA RULER repository README results table+1
483GLM-4 9B Chat · 4-bit Zhipu AI (Z.ai)48±2local (slow)~7.1GB128kOllama › WildBench v2 leaderboard data (Ai2)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardBerkeley Function Calling Leaderboard result archiveOpen Portuguese LLM Leaderboard (archived)ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools (Team GLM, arXiv 2406.12793v2)+1
484speechless-coder-ds-6.7b · 4-bit uukuguy48±1local (slow)~5.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
485Magicoder-S-CL-7B · 4-bit UIUC (ise-uiuc)48±1local (slow)~5.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
486Phind CodeLlama 34B v2 · 4-bit Phind48±1local (slow)~23GB16kOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCRUXEval published evaluation results (authors' generations and scores)
487AceReason-Nemotron-1.1-7B · 4-bit NVIDIA48±2†local (slow)~6.4GBllama.cpp › NVIDIA — Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
488Jamba 1.5 Mini · 4-bit AI21 Labs48±1local (slow)~34GBllama.cpp › Jamba-1.5: Hybrid Transformer-Mamba Models at Scale (AI21, arXiv 2408.12570v1)LMArena leaderboard datasetNVIDIA RULER repository README results tableVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
489DeepSeek R1 Distill Qwen 7B · 4-bit DeepSeek48±1local (slow)~5.8GB~64 tok/s131kllama.cpp › open-thoughts/OpenThinker2-7B model carddeepseek-ai/DeepSeek-R1 model cardallenai/Olmo-3-7B-Think model cardmicrosoft/Phi-4-mini-reasoning model cardMicrosoft — Phi-4-Mini Technical ReportCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)+7
494Aya Expanse 8B · 4-bit Cohere48±2local (slow)~7GB8kllama.cpp › LMArena leaderboard datasetInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
495EuroLLM 9B Instruct · 4-bit UTTER (EuroLLM)48±2local (slow)~7.4GB4kllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
498Granite 4.0 H Micro 3B · 4-bit IBM48±1local (slow)~3.5GB131kOllama › ibm-granite/granite-4.0-h-small model cardEuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
500Code Llama 70B Instruct · 4-bit Meta48±1local (slow)~45GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LMArena leaderboard dataset+1
501Command R (08-2024) · 4-bit Cohere48±1local (slow)~22GB128kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsCohere — Command A technical reportAider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)NVIDIA RULER repository README results table+3
502OLMo 2 13B Instruct (1124) · 4-bit Allen Institute for AI48±1local (slow)~10GB4kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsEuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
503InternLM2.5 7B Chat 1M · 4-bit Shanghai AI Laboratory (InternLM)48±4local (slow)~6.4GBllama.cpp › NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
504Falcon-H1 7B Instruct · 4-bit TII48±3local (slow)~6.3GB262kllama.cpp › Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Open Portuguese LLM Leaderboard (archived)
506Llama 3 70B (base) · 16-bit Meta47±2local (slow)~150GBhow to run › BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
508Qwen3.5 2B · 4-bit Alibaba47±1local (slow)~2.2GB~174 tok/s262kllama.cpp › Qwen/Qwen3.5-2B model cardopenbmb/MiniCPM5-2B model cardXHToken/Spark-X2.5-4B model cardCohereLabs/North-Micro-Vision-Instruct model card (benchmark table)EuroEval leaderboards (results collection), English generative leaderboardMathArena ArXivMath / BrokenArXiv / ArXivLean model-output datasets+7
509Tulu 2 70B · 4-bit Allen Institute for AI47±2†local (slow)~45GBllama.cpp › Tulu 2 — base and instruction-tuned evaluations
511Hermes 2 Pro Llama 3 8B · 4-bit Nous Research47±3local (slow)~6.6GB8kllama.cpp › SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)Berkeley Function Calling Leaderboard result archive
512MedGemma 4B IT · 4-bit Google47±2local (slow)~4.1GBllama.cpp › Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance? (arXiv:2606.12250v1)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Open Portuguese LLM Leaderboard (archived)SurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models (arXiv:2606.08071v1)
514Yi 1.5 34B Chat · 4-bit 01.AI47±1local (slow)~23GB4kllama.cpp › WildEval ZeroEval published resultsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4Epoch AI — internal evaluationsWildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+5
515OpenChat 3.5 0106 · 4-bit OpenChat47±1local (slow)~6.1GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboard+1
517WizardCoder Python 34B V1.0 · 4-bit WizardLM47±1local (slow)~22GB16kOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsWizardLM team vendor-reported scores for its own WizardCoder models (Hugging Face card)CRUXEval published evaluation results (authors' generations and scores)
519Granite 4.0 Micro 3B · 4-bit IBM47±1local (slow)~3.7GB~6.2 tok/s131kllama.cpp › ibm-granite/granite-4.0-h-small model cardEpoch AI — internal evaluationsEuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
520Gemma 4 E2B · 4-bit Google47±1local (slow)~4.5GB131kllama.cpp › openbmb/MiniCPM5-2B model cardGemma Team — Gemma 4 Technical ReportXHToken/Spark-X2.5-4B model cardCohereLabs/North-Micro-Vision-Instruct model card (benchmark table)LiquidAI/LFM2.5-2.6B model cardEuroEval leaderboards (results collection), English generative leaderboard+6
522DBRX Instruct · 4-bit Databricks47±1local (slow)~85GB32kOllama › EvalPlus / EvalPerf published evaluation runsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Epoch AI — internal evaluationsWildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+3
524Granite 34B Code Instruct (8K) · 4-bit IBM47±1local (slow)~22GBOllama › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)EuroEval leaderboards (results collection), English generative leaderboard
525Cogito v1 Preview Llama 3B · 4-bit Deep Cogito47±4local (slow)~3.8GB128kllama.cpp › EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
526Qwen2.5-Math 1.5B Instruct · 4-bit Alibaba47±2†local (slow)~1.9GB4kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)
527EXAONE 4.0 1.2B · 4-bit LG AI Research47±1†local (slow)~2.8GB66kllama.cpp › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)
528InternLM2.5 20B Chat · 4-bit Shanghai AI Laboratory (InternLM)47±2local (slow)~14GB33kllama.cpp › Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LMArena leaderboard datasetCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)
529StarCoder2-15B-Instruct-v0.1 · 4-bit BigCode47±1local (slow)~11GB16kOllama › EvalPlus / EvalPerf published evaluation runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
531Qwen1.5 72B Chat · 4-bit Alibaba47±1local (slow)~48GB32kOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4+9
532Granite 3.3 8B Instruct · 4-bit IBM47±1local (slow)~6.6GB128kllama.cpp › ibm-granite/granite-3.3-8b-instruct model cardallenai/Olmo-3-7B-Instruct model cardDiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules (arXiv:2605.08614v1)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
533speechless-starcoder2-15b · 4-bit uukuguy47±1local (slow)~12GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
534OpenChat 3.5 0106 Gemma · 4-bit OpenChat47±2local (slow)~6.9GB8kllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
535Phi-3 Medium 128K Instruct · 4-bit Microsoft47±1local (slow)~11GB128kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEpoch AI — internal evaluationsCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
536Zephyr ORPO 141B-A35B v0.1 · 4-bit Hugging Face47±2local (slow)~91GB66kOllama › LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)HuggingFaceH4 zephyr-orpo-141b-A35b-v0.1 model card
537Qwen2-VL 7B Instruct · 4-bit Alibaba47±1local (slow)~6.5GBllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Pixtral 12B (Mistral AI, arXiv 2410.07073v2)LMArena leaderboard datasetCapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (arXiv:2503.12329v1)Ai2 Molmo-72B-0924 model card: Human Preference Elo Rating columnVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
541DeepSeek R1 Distill Llama 8B · 4-bit DeepSeek46±1local (slow)~6.6GB131kllama.cpp › deepseek-ai/DeepSeek-R1 model cardmicrosoft/Phi-4-mini-reasoning model cardMicrosoft — Phi-4-Mini Technical ReportCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation (arXiv:2604.19444v1)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+2
542Phi-3-medium-4k-instruct · 4-bit Microsoft46±1local (slow)~11GB4kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)EvalPlus / EvalPerf published evaluation runsSpeakLeash Polish EQ-Bench leaderboard+1
543QwQ-32B-Preview · 4-bit Alibaba46±2local (slow)~22GB33kllama.cpp › LMArena leaderboard datasetEvalPlus / EvalPerf published evaluation runsBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Open Portuguese LLM Leaderboard (archived)Berkeley Function Calling Leaderboard result archive+2
544DeepSeek-Coder-V2 Lite Instruct (16B-A2.4B) · 4-bit DeepSeek46±1local (slow)~11GB128kOllama › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsLiveCodeBench official website results (2024-12-26)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)EvalPlus / EvalPerf published evaluation runsDSEffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation — authors' own model runsWebApp1K models leaderboard (onekq-ai)+1
546Qwen2-Math 1.5B Instruct · 4-bit Alibaba46±2†local (slow)~2.5GB4kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)
548Llama 3.1 8B Instruct · 4-bit Meta46±0local (slow)~6.6GB~89 tok/s128kllama.cpp › EvalPlus / EvalPerf published evaluation runsmicrosoft/Phi-4-mini-instruct model cardIBM Granite 3.0 Language Models technical report (GitHub)WildEval ZeroEval published results2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasets+25
549Phi-4-mini-reasoning 3.8B · 4-bit Microsoft46±2local (slow)~4.3GB128kllama.cpp › microsoft/Phi-4-mini-reasoning model cardBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)EuroEval leaderboards (results collection), English generative leaderboard
550Ministral 3 3B · 4-bit Mistral46±1local (slow)~3.6GB~128 tok/s262kllama.cpp › Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingCohereLabs/North-Micro-Vision-Instruct model card (benchmark table)Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsmistralai/Ministral-3-14B-Instruct-2512 model cardmistralai/Ministral-3-8B-Instruct-2512 model cardEuroEval leaderboards (results collection), English generative leaderboard+2
551Olmo 3 7B Instruct · 4-bit Ai246±1local (slow)~6.2GB66kllama.cpp › Olmo 3JetBrains/Mellum2-12B-A2.5B-Instruct model cardMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsallenai/Olmo-3-7B-Instruct model cardEuroEval leaderboards (results collection), English generative leaderboard
553Command R Plus (04-2024) · 4-bit Cohere46±1local (slow)~67GB128kllama.cpp › EvalPlus / EvalPerf published evaluation runsWildEval ZeroEval published resultsVector Institute Evaluation Leaderboard (Inspect Evals runs)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)Aider code editing benchmark runs (old edit leaderboard)+6
554Mistral NeMo Instruct (2407) · 4-bit Mistral46±1local (slow)~9.4GB128kllama.cpp › WildEval ZeroEval published resultsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEpoch AI — internal evaluationsWildBench v2 leaderboard data (Ai2)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)+9
556Llama 3.1 Tulu 3 8B · 4-bit Ai246±1local (slow)~6.6GB131kllama.cpp › microsoft/Phi-4-mini-instruct model card2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLMArena leaderboard datasetEuroEval leaderboards (results collection), English generative leaderboard
557Phi-3-mini-4k-instruct (June 2024 update) · 4-bit Microsoft46±1local (slow)~6GBllama.cpp › WildEval ZeroEval published resultsLMArena leaderboard datasetEuroEval leaderboards (results collection), English generative leaderboard
558Yi 1.5 9B Chat · 4-bit 01.AI46±1local (slow)~7.1GB4kllama.cpp › WildEval ZeroEval published resultsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4WildBench v2 leaderboard data (Ai2)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)+1
559Qwen1.5 32B Chat · 4-bit Alibaba46±1local (slow)~22GB32kllama.cpp › BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Epoch AI — internal evaluationsSpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
560Xwin-LM 70B v0.1 · 4-bit Xwin-LM46±1local (slow)~42GBOllama › Tulu 2 — base and instruction-tuned evaluationsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)
561Eurus-2-7B-PRIME · 4-bit PRIME-RL46±2local (slow)~6.4GB4kllama.cpp › PRIME-RL Eurus-2-7B-PRIME model card, Evaluation table (own models)Epoch AI — internal evaluations
562Qwen2 7B Instruct · 4-bit Alibaba46±1local (slow)~5.8GB131kllama.cpp › WildEval ZeroEval published resultsInternLM GitHub repository model cards (Shanghai AI Laboratory)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)+4
563Command R7B (12-2024) · 4-bit Cohere46±1local (slow)~6.9GB128kllama.cpp › Cohere — Command A technical reportInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Berkeley Function Calling Leaderboard result archiveOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)
564Granite 20B Code Instruct (8K) · 4-bit IBM45±1local (slow)~14GBOllama › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboard
565Dolphin 2.6 Mixtral 8x7B · 4-bit Cognitive Computations45±1local (slow)~29GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
566Gemma 3 4B · 4-bit Google45±1local (slow)~4.1GB~74 tok/s131kllama.cpp › Google DeepMind Gemma 3 270M IT model cardLFM2 Technical Report — Liquid AI own SmolLM3 evaluationMedmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsGemma Team — Gemma 3 Technical ReportMIMIC Clinical Decision Making leaderboardLMArena leaderboard dataset+11
567Granite 3.0 8B Instruct · 4-bit IBM45±1local (slow)~6.6GB4kllama.cpp › IBM Granite 3.0 Language Models technical report (GitHub)LMArena leaderboard datasetCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)EuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
569Granite 8B Code Instruct (4K) · 4-bit IBM45±1local (slow)~6.6GBllama.cpp › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboard
570Falcon3 7B Instruct · 4-bit TII45±2local (slow)~6.3GB32kllama.cpp › CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Berkeley Function Calling Leaderboard result archiveOpen Portuguese LLM Leaderboard (archived)
571Phi-4-mini 3.8B · 4-bit Microsoft45±1local (slow)~4.3GB128kllama.cpp › microsoft/Phi-4-mini-instruct model cardDaekeun Kim Korean LLM benchmark runsMicrosoft — Phi-4-Mini Technical ReportSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+4
572Ministral 8B (2410) · 4-bit Mistral45±1local (slow)~6.6GB128kllama.cpp › microsoft/Phi-4-mini-instruct model card2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsEpoch AI — internal evaluationsMistral AI vendor-reported benchmark scores for its own models (Hugging Face model cards)LMArena leaderboard datasetBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+6
573Code Llama 70B Python · 4-bit Meta45±1local (slow)~45GB16kOllama › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runs
574Code Tulu 2 34B · 16-bit Allen Institute for AI45±2†local (slow)~72GBhow to run › Tulu 2 — base and instruction-tuned evaluations
575Falcon3 10B Instruct · 4-bit TII45±2local (slow)~8.1GB~13 tok/s32kllama.cpp › CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Berkeley Function Calling Leaderboard result archiveOpen Portuguese LLM Leaderboard (archived)
576Granite 3.2 8B Instruct · 4-bit IBM45±1local (slow)~6.6GB131kllama.cpp › ibm-granite/granite-3.3-8b-instruct model cardBerkeley Function Calling Leaderboard result archiveVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
577OpenThinker 7B · 4-bit Open Thoughts45±2†local (slow)~6.4GB33kllama.cpp › open-thoughts/OpenThinker2-7B model cardopen-thoughts/OpenThinker-7B model card
578Yi 34B Chat · 4-bit 01.AI45±1local (slow)~23GB4kllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LMArena leaderboard datasetEpoch AI — internal evaluationsPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models — authors' own runs+1
579Hermes 2 Theta Llama 3 8B · 4-bit Nous Research45±2local (slow)~6.6GB8kllama.cpp › WildBench v2 leaderboard data (Ai2)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
580Llama 3.1 8B (base) · 4-bit Meta45±3local (slow)~6.6GBllama.cpp › Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
581Gemma 3n E2B IT · 4-bit Google45±2local (slow)~4.1GB32kllama.cpp › Google DeepMind Gemma 3n E2B IT model cardOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
582Code Llama 70B (base) · 4-bit Meta45±1local (slow)~45GB16kOllama › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
583Phi-3.5-mini-instruct · 4-bit Microsoft45±1local (slow)~6GB128kllama.cpp › microsoft/Phi-4-mini-instruct model cardWildEval ZeroEval published resultsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsDaekeun Kim Korean LLM benchmark runsMicrosoft — Phi-4-Mini Technical ReportSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)+4
584Qwen2.5-VL 3B Instruct · 4-bit Alibaba45±1local (slow)~2.8GBllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)
585Qwen3-VL 2B Instruct · 4-bit Alibaba45±1local (slow)~2.7GB256kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)CohereLabs/North-Micro-Vision-Instruct model card (benchmark table)ChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models (arXiv:2608.17895v1)How Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings (arXiv:2605.07492v2)
586LFM2.5 1.2B Instruct · 4-bit Liquid AI45±2local (slow)~1.3GB33kllama.cpp › LiquidAI/LFM2.5-1.2B-Thinking model cardEuroEval leaderboards (results collection), English generative leaderboard
587Qwen3 1.7B · 4-bit Alibaba45±1local (slow)~2.9GB~96 tok/s33kllama.cpp › Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingQwen/Qwen3.5-2B model cardLiquidAI/LFM2-1.2B model cardQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)HuggingFaceTB/SmolLM3-3B model card (Evaluation section)LiquidAI/LFM2.5-1.2B-Thinking model card+11
590Granite 3.1 8B Instruct · 4-bit IBM44±1local (slow)~6.7GB128kllama.cpp › ibm-granite/granite-3.3-8b-instruct model cardibm-granite/granite-3.1-3b-a800m-instruct model cardLMArena leaderboard datasetBerkeley Function Calling Leaderboard result archiveOpen Portuguese LLM Leaderboard (archived)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
593Llama 3.2 11B Vision Instruct · 4-bit Meta44±2local (slow)~8.9GB128kOllama › Pixtral 12B (Mistral AI, arXiv 2410.07073v2)LMArena leaderboard datasetInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Open Portuguese LLM Leaderboard (archived)
594Qwen2.5 3B Instruct · 4-bit Alibaba44±1local (slow)~3GB~61 tok/s33kllama.cpp › microsoft/Phi-4-mini-instruct model cardWildEval ZeroEval published resultsSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)SpeakLeash Polish EQ-Bench leaderboard+5
595LFM2 2.6B · 4-bit Liquid AI44±1local (slow)~2.2GB33kllama.cpp › LFM2 Technical Report — Liquid AI own SmolLM3 evaluationEuroEval leaderboards (results collection), English generative leaderboard
597Tulu 2 DPO 70B · 4-bit Ai244±1local (slow)~45GBllama.cpp › Tulu 2 — base and instruction-tuned evaluationsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)WildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+1
599MiniCPM-V 2.6 · 4-bit OpenBMB44±2local (slow)~5.8GBllama.cpp › CharXiv leaderboard (princeton-nlp/CharXiv README)LMArena leaderboard datasetCapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (arXiv:2503.12329v1)PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding (arXiv:2501.16411v2)
600CodeGemma 7B IT (v1.0) · 4-bit Google44±1local (slow)~7.1GBllama.cpp › EvalPlus / EvalPerf published evaluation runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4CodeGemma: Open Code Models Based on Gemma — authors' own runs
601Yi-1.5 9B (base) · 4-bit 01.AI44±2local (slow)~7.1GB4kllama.cpp › Open Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
603Qwen2-Audio 7B Instruct · 4-bit Alibaba44±3local (slow)~6.5GBllama.cpp › AHELM: A Holistic Evaluation of Audio-Language Models (Stanford CRFM, arXiv:2508.21376v2)
604DeepSeek-Coder 1.3B Instruct · 4-bit DeepSeek44±1local (slow)~2.9GB16kOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LiveCodeBench official website results (2024-12-26)CRUXEval published evaluation results (authors' generations and scores)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)
605Mathstral 7B v0.1 · 4-bit Mistral AI44±1local (slow)~5.9GB32kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsMMLU-Pro author-released evaluation runsWildEval ZeroEval published resultsMistral AI vendor-reported benchmark scores for its own models (Hugging Face model cards)
606Aya 23 8B · 4-bit Cohere For AI44±3local (slow)~6.9GB8kllama.cpp › SpeakLeash Polish EQ-Bench leaderboardOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
607Qwen2.5 Coder 1.5B Instruct · 4-bit Alibaba44±1local (slow)~1.9GB33kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Aider code editing benchmark runs (old edit leaderboard)
608WizardLM 70B V1.0 · 4-bit Microsoft44±1local (slow)~42GBOllama › Orca 2: Teaching Small Language Models How to Reason (Mitra et al., Microsoft)AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)
609SmolLM3 3B · 4-bit Hugging Face44±1local (slow)~3.5GB66kllama.cpp › LFM2 Technical Report — Liquid AI own SmolLM3 evaluationHuggingFaceTB/SmolLM3-3B model card (Evaluation section)Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks — authors' own runs of 61 modelsInception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)EuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
610Hermes 3 Llama 3.1 8B · 4-bit Nous Research44±1local (slow)~6.6GB128kllama.cpp › Nous Research vendor-reported scores for its own Hermes models (Hermes 3 Technical Report)Aider code editing benchmark runs (old edit leaderboard)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Open Portuguese LLM Leaderboard (archived)
611Llama 3 8B Instruct · 4-bit Meta44±0local (slow)~6.6GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsWildEval ZeroEval published resultsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsInternLM GitHub repository model cards (Shanghai AI Laboratory)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)+19
612Command R (03-2024) · 4-bit Cohere44±1local (slow)~33GB128kllama.cpp › WildEval ZeroEval published resultsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)MMLU-Pro author-released evaluation runsWildBench v2 leaderboard data (Ai2)LMArena leaderboard dataset+6
613Aya Vision 32B · 4-bit Cohere44±3local (slow)~71GB16khow to run › LMArena leaderboard datasetKaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation (arXiv:2504.07072v2)VMMU: A Vietnamese Multitask Multimodal Understanding and Reasoning Benchmark (arXiv:2508.13680v5)
614WizardCoder Python 13B V1.0 · 4-bit WizardLM43±2local (slow)~15GB16kllama.cpp › WizardLM team vendor-reported scores for its own WizardCoder models (Hugging Face card)CRUXEval published evaluation results (authors' generations and scores)
615OpenChat 3.5 · 4-bit OpenChat43±1local (slow)~6.1GB8kllama.cpp › OpenChat 3.5 model card (openchat/openchat_3.5)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models — authors' own runs
616Granite 34B Code Base (8K) · 4-bit IBM43±1local (slow)~24GBllama.cpp › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
617speechless-starcoder2-7b · 4-bit uukuguy43±1local (slow)~6.1GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
618OLMo 2 7B Instruct (1124) · 4-bit Allen Institute for AI43±1local (slow)~6.2GB4kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsallenai/Olmo-3-7B-Instruct model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
619Falcon2 11B (base) · 4-bit TII43±3local (slow)~8.2GB8kOllama › SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
622WizardCoder-15B-V1.0 · 4-bit WizardLM43±1local (slow)~12GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
625DeepSeek LLM 67B Chat · 4-bit DeepSeek43±1local (slow)~44GB4kllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Epoch AI — internal evaluationsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)
626Qwen1.5 14B Chat · 4-bit Alibaba43±1local (slow)~11GB32kOllama › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)MMLU-Pro author-released evaluation runsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)+3
627Llama 2 70B (base) · 4-bit Meta43±1local (slow)~43GB4kOllama › Mixtral of Experts — base-model evaluationsTulu 2 — base and instruction-tuned evaluationsMMLU-Pro author-released evaluation runsEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items (arXiv:2410.14897v1)
628Mixtral 8x7B v0.1 (base) · 4-bit Mistral AI43±1local (slow)~29GB32kllama.cpp › Mixtral of Experts — base-model evaluationsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCRUXEval published evaluation results (authors' generations and scores)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
629Code Llama 34B Python · 4-bit Meta43±1local (slow)~23GB16kOllama › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsCRUXEval published evaluation results (authors' generations and scores)
630DeepSeek-Coder 33B Base · 4-bit DeepSeek43±1local (slow)~22GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4CRUXEval published evaluation results (authors' generations and scores)
631speechless-coding-7b-16k-tora · 16-bit uukuguy43±1local (slow)~16GBhow to run › EvalPlus / EvalPerf published evaluation runs
633InternLM2 Chat 20B · 4-bit Shanghai AI Laboratory (InternLM)43±1local (slow)~14GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
634CodeQwen1.5 7B (base) · 4-bit Alibaba42±1local (slow)~6.4GB66kllama.cpp › EvalPlus / EvalPerf published evaluation runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
635Nous Hermes 2 Mistral 7B DPO · 4-bit Nous Research42±3local (slow)~6.1GB33kllama.cpp › Open Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)Open Portuguese LLM Leaderboard (archived)
636Mixtral 8x7B Instruct v0.1 · 4-bit Mistral42±0local (slow)~28GB32kllama.cpp › EvalPlus / EvalPerf published evaluation runsWildEval ZeroEval published resultsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)+15
638Granite 4.0 1B · 4-bit IBM42±1local (slow)~2.6GB128kllama.cpp › ibm-granite/granite-4.0-h-1b model cardLiquidAI/LFM2.5-1.2B-Thinking model cardEpoch AI — internal evaluations
639OpenHermes-2.5-Code-290k-13B · 4-bit ajibawa-202342±1local (slow)~9.8GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
640Granite 4.0 H 1B · 4-bit IBM42±1local (slow)~2.4GB131kllama.cpp › ibm-granite/granite-4.0-h-1b model cardLiquidAI/LFM2.5-1.2B-Thinking model card
641Nous Hermes 2 Mixtral 8x7B DPO · 4-bit Nous Research42±2local (slow)~30GB33kllama.cpp › WildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Open Portuguese LLM Leaderboard (archived)
643Deita 7B v1.0 · 4-bit HKUST NLP42±2local (slow)~32GBhow to run › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Open Portuguese LLM Leaderboard (archived)
646OpenHermes 2.5 Mistral 7B · 4-bit Nous Research42±1local (slow)~5.9GBllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsOpenChat 3.5 model card (openchat/openchat_3.5)AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+2
647Code Llama 34B Instruct · 4-bit Meta42±1local (slow)~23GB16kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsTulu 2 — base and instruction-tuned evaluationsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4LMArena leaderboard dataset+1
648Code Llama 34B (base) · 4-bit Meta42±1local (slow)~23GB16kOllama › EvalPlus / EvalPerf published evaluation runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsTulu 2 — base and instruction-tuned evaluationsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4+1
649Starling-LM 7B beta · 4-bit Nexusflow42±1local (slow)~6.1GB8kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)Open Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)WildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+3
650Vicuna 33B v1.3 · 4-bit LMSYS41±1local (slow)~23GB2kOllama › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall (arXiv:2404.16164v1)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard table+2
651Phi-3-mini-128k-instruct (Apr 2024) · 16-bit Microsoft41±2local (slow)~9.5GBhow to run › Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard+1
652Code Tulu 2 13B · 16-bit Allen Institute for AI41±2†local (slow)~29GBhow to run › Tulu 2 — base and instruction-tuned evaluations
653Bielik 1.5B v3.0 Instruct · 4-bit SpeakLeash41±3local (slow)~2.6GBllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)EuroEval leaderboards (results collection), English generative leaderboard
654Starling-LM 7B alpha · 4-bit UC Berkeley (NEST)41±1local (slow)~6.1GB8kllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)+2
655Granite 3.3 2B Instruct · 4-bit IBM41±1†local (slow)~3.1GB128kllama.cpp › ibm-granite/granite-3.3-8b-instruct model card
656Llama3-OpenBioLLM-8B · 4-bit Saama AI Labs41±2local (slow)~6.6GBllama.cpp › Open Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)
657Mistral 7B Instruct v0.3 · 4-bit Mistral41±1local (slow)~5.9GB32kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Mistral AI vendor-reported benchmark scores for its own models (Hugging Face model cards)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardEpoch AI — internal evaluations+4
658LLaVA-v1.6-34B · 4-bit LLaVA41±2local (slow)~24GB4kOllama › CharXiv leaderboard (princeton-nlp/CharXiv README)CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs (arXiv:2406.18521v1)LMArena leaderboard datasetCapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (arXiv:2503.12329v1)LLaVA repository model zoo (haotian-liu/LLaVA docs/MODEL_ZOO.md)
659LFM2 1.2B · 4-bit Liquid AI41±1local (slow)~1.3GB33kllama.cpp › LiquidAI/LFM2-1.2B model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
660DeepSeek-Coder 6.7B Base · 4-bit DeepSeek41±1local (slow)~8.8GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4CRUXEval published evaluation results (authors' generations and scores)
661Granite 3.0 2B Instruct · 4-bit IBM41±1local (slow)~3.2GB4kllama.cpp › IBM Granite 3.0 Language Models technical report (GitHub)LMArena leaderboard datasetCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)EuroEval leaderboards (results collection), English generative leaderboardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
662Llama 2 70B Chat · 4-bit Meta41±1local (slow)~45GB4kllama.cpp › Orca 2: Teaching Small Language Models How to Reason (Mitra et al., Microsoft)Tulu 2 — base and instruction-tuned evaluationsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)WildBench v2 leaderboard data (Ai2)LMArena leaderboard dataset+13
663Llama 3.2 3B Instruct · 4-bit Meta41±1local (slow)~3.5GB~162 tok/s131kllama.cpp › microsoft/Phi-4-mini-instruct model cardIBM Granite 3.0 Language Models technical report (GitHub)LFM2 Technical Report — Liquid AI own SmolLM3 evaluationAider code editing benchmark runs (old edit leaderboard)LMArena leaderboard datasetmicrosoft/Phi-4-mini-reasoning model card+11
664Granite 8B Code Base (4K) · 4-bit IBM41±1local (slow)~6.6GBllama.cpp › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboard
665StarCoder2 15B · 4-bit BigCode41±1local (slow)~12GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
666Llama-3-Instruct-8B-SimPO-v0.2 · 4-bit Princeton NLP40±1local (slow)~6.6GBllama.cpp › WildEval ZeroEval published resultsWildBench v2 leaderboard data (Ai2)Open Portuguese LLM Leaderboard (archived)
667Falcon-H1 3B Instruct · 4-bit TII40±3local (slow)~3.5GB131kllama.cpp › Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Open Portuguese LLM Leaderboard (archived)
668Phi-2 (2.7B) · 4-bit Microsoft40±1local (slow)~4.7GB2kOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsMiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies (Hu et al.)AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)CRUXEval published evaluation results (authors' generations and scores)Open Portuguese LLM Leaderboard (archived)+2
669speechless-code-mistral-7b-v1.0 · 4-bit uukuguy40±1local (slow)~17GBhow to run › EvalPlus / EvalPerf published evaluation runsOpen Portuguese LLM Leaderboard (archived)
670Qwen-14B-Chat · 4-bit Alibaba40±1local (slow)~11GBllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models — authors' own runs
671Code Llama 13B Instruct · 4-bit Meta40±1local (slow)~15GB16kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsTulu 2 — base and instruction-tuned evaluationsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
672Tulu 2 13B · 4-bit Allen Institute for AI40±2local (slow)~9.8GBllama.cpp › Tulu 2 — base and instruction-tuned evaluationsOpen Portuguese LLM Leaderboard (archived)
673Falcon-180B-Chat · 4-bit TII40±2local (slow)~115GB2kOllama › LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall (arXiv:2404.16164v1)
674MistralHermes-CodePro-7B-v1 · 4-bit beowolx40±1local (slow)~6.1GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
676Phi-3-mini-4k-instruct (Apr 2024) · 4-bit Microsoft40±2local (slow)~6GBllama.cpp › MMLU-Pro author-released evaluation runsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)
677CodeGemma 7B (v1.0) · 4-bit Google40±1local (slow)~7.1GBllama.cpp › EvalPlus / EvalPerf published evaluation runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCodeGemma: Open Code Models Based on Gemma — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
678Code Llama 13B Python · 4-bit Meta40±1local (slow)~9.8GB16kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsCRUXEval published evaluation results (authors' generations and scores)
679Apertus 8B Instruct (2509) · 4-bit Swiss AI40±3local (slow)~6.9GB66kllama.cpp › allenai/Olmo-3-7B-Instruct model cardEuroEval leaderboards (results collection), English generative leaderboardMiðeind Icelandic LLM Leaderboard
680DeepSeek-V2 Lite Chat (16B-A2.4B) · 4-bit DeepSeek40±1local (slow)~12GB32kOllama › DeepSeek vendor-reported benchmark scores for its own models (Hugging Face model cards)LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsLiveCodeBench official website results (2024-12-26)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)
681Granite 3B Code Instruct (2K) · 4-bit IBM40±1local (slow)~3.7GBllama.cpp › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboard
682Tulu 2 DPO 13B · 4-bit Allen Institute for AI39±1local (slow)~9.8GBllama.cpp › Tulu 2 — base and instruction-tuned evaluationsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Open Portuguese LLM Leaderboard (archived)
684BioMistral-7B · 4-bit BioMistral39±3local (slow)~6.1GBllama.cpp › BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance? (arXiv:2606.12250v1)SurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models (arXiv:2606.08071v1)
685SOLAR 10.7B Instruct v1.0 · 4-bit Upstage39±1local (slow)~8.3GB4kllama.cpp › EvalPlus / EvalPerf published evaluation runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboard+2
686Gemma 2 2B IT · 4-bit Google39±1local (slow)~3.4GB8kllama.cpp › IBM Granite 3.0 Language Models technical report (GitHub)WildEval ZeroEval published resultsWildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)+4
687Code Tulu 2 7B · 16-bit Allen Institute for AI39±2†local (slow)~16GBhow to run › Tulu 2 — base and instruction-tuned evaluations
688Flan-T5 XXL · 4-bit Google39±1local (slow)~49GBhow to run › Scaling Instruction-Finetuned Language Models — authors' own runsInstructEval (DeCLaRe Lab) README results tableSpecializing Smaller Language Models towards Multi-Step Reasoning — authors' own runsTowards a Holistic Evaluation of LLMs on Factual Knowledge Recall (arXiv:2404.16164v1)ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding — authors' own runsUnnatural Instructions: Tuning Language Models with (Almost) No Human Labor — authors' own runs+12
689Yi-1.5 6B (base) · 4-bit 01.AI39±3local (slow)~5.4GB4kllama.cpp › BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
690Dolphin 2.2.1 Mistral 7B · 4-bit Cognitive Computations39±2local (slow)~5.9GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)
691Gemma 1.1 7B IT · 4-bit Google39±1local (slow)~7.1GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Arena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)+2
692Granite 3.1 2B Instruct · 4-bit IBM39±1local (slow)~3.1GB128kllama.cpp › ibm-granite/granite-3.3-8b-instruct model cardibm-granite/granite-3.1-3b-a800m-instruct model cardLMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
694Granite 20B Code Base (8K) · 4-bit IBM39±1local (slow)~15GBllama.cpp › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
695Code Llama 7B Python · 4-bit Meta39±1local (slow)~5.8GB16kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsCRUXEval published evaluation results (authors' generations and scores)
696Granite 3.2 2B Instruct · 4-bit IBM39±1local (slow)~3.1GB131kllama.cpp › ibm-granite/granite-3.3-8b-instruct model cardVectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
697Qwen1.5 7B Chat · 4-bit Alibaba39±1local (slow)~9.7GB32kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)MMLU-Pro author-released evaluation runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)WildBench v2 leaderboard data (Ai2)+4
698Zephyr 7B alpha · 4-bit Hugging Face38±1local (slow)~6.1GBllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Open Portuguese LLM Leaderboard (archived)
699Code Llama 13B (base) · 4-bit Meta38±1local (slow)~9.8GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsTulu 2 — base and instruction-tuned evaluationsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4+1
700Falcon3 3B Instruct · 4-bit TII38±3local (slow)~3.6GB32kllama.cpp › Berkeley Function Calling Leaderboard result archiveCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)
701Qwen2.5 Coder 0.5B Instruct · 4-bit Alibaba38±1local (slow)~1.1GB33kOllama › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Aider code editing benchmark runs (old edit leaderboard)
702Vicuna 13B v1.5 · 4-bit LMSYS38±1local (slow)~9.8GB4kllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard tableOpen Portuguese LLM Leaderboard (archived)
703Yi 1.5 6B Chat · 4-bit 01.AI38±2local (slow)~4.7GB4kllama.cpp › BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4WildBench v2 leaderboard data (Ai2)SpeakLeash Polish EQ-Bench leaderboardOpen Portuguese LLM Leaderboard (archived)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
704WizardLM 13B V1.2 · 4-bit Microsoft38±1local (slow)~9.8GBllama.cpp › Orca 2: Teaching Small Language Models How to Reason (Mitra et al., Microsoft)AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)
705Qwen2-VL 2B Instruct · 4-bit Alibaba38±1local (slow)~2.6GB33kllama.cpp › Qwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
706Qwen2.5 1.5B Instruct · 4-bit Alibaba38±1local (slow)~2GB~98 tok/s33kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsSmolLM2 paper (Hugging Face) — authors' own instruct-model evaluationsSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)SpeakLeash Polish EQ-Bench leaderboardOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)+6
707Tulu 2 7B · 4-bit Allen Institute for AI38±2local (slow)~5.8GBllama.cpp › Tulu 2 — base and instruction-tuned evaluationsOpen Portuguese LLM Leaderboard (archived)
709Mistral 7B Instruct v0.2 · 4-bit Mistral38±1local (slow)~5.9GB32kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)MMLU-Pro author-released evaluation runs+9
710Code Llama 7B Instruct · 4-bit Meta38±1local (slow)~5.8GB16kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsTulu 2 — base and instruction-tuned evaluationsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
711LFM2 700M · 4-bit Liquid AI38±1local (slow)~1GB33kllama.cpp › LiquidAI/LFM2-1.2B model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
712Qwen3.5 0.8B · 4-bit Alibaba38±1local (slow)~1.4GB~319 tok/s262kllama.cpp › Qwen/Qwen3.5-2B model cardEuroEval leaderboards (results collection), English generative leaderboardQwen/Qwen3.5-0.8B model cardChartArena: Benchmarking Chart Parsing across Languages, Scenarios, and Formats (arXiv:2606.01348v3)Knowledge Index of Noah's Ark (arXiv:2606.05104v2)BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models (arXiv:2608.17895v1)+2
714EXAONE 3.5 2.4B Instruct · 4-bit LG AI Research38±2local (slow)~3.2GB33kllama.cpp › LG AI Research vendor-reported benchmark scores for its own EXAONE models (Hugging Face model cards)SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)
715xDAN-L1-Chat-RL-v1 · 4-bit xDAN-AI37±1local (slow)~6.1GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
717Mistral 7B v0.1 (base) · 4-bit Mistral AI37±1local (slow)~6.1GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsStability AI — original StableLM zero-shot evaluation outputsMixtral of Experts — base-model evaluationsMiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies (Hu et al.)Mistral 7B — authors' own runsGemma report — original evaluations+4
718Llama 3 8B (base) · 4-bit Meta37±1local (slow)~6.6GBllama.cpp › EvalPlus / EvalPerf published evaluation runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)BigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)EuroEval leaderboards (results collection), English generative leaderboard
719Flan-T5 XL · 4-bit Google37±1local (slow)~14GBhow to run › Scaling Instruction-Finetuned Language Models — authors' own runsInstructEval (DeCLaRe Lab) README results tableSpecializing Smaller Language Models towards Multi-Step Reasoning — authors' own runsAugmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In — authors' own runsZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding — authors' own runsChain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance — authors' own runs+8
720Gemma 7B (base) · 4-bit Google37±1local (slow)~7.1GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsGemma report — original evaluationsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCodeGemma: Open Code Models Based on Gemma — authors' own runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)+3
721Tulu 2 DPO 7B · 4-bit Allen Institute for AI37±1local (slow)~5.8GBllama.cpp › Tulu 2 — base and instruction-tuned evaluationsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Open Portuguese LLM Leaderboard (archived)
722Vicuna 13B v1.3 · 4-bit LMSYS37±2local (slow)~29GB2khow to run › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Can Language Models Understand Physical Concepts? — authors' own runs
723Granite 3.1 3B-A800M Instruct · 4-bit IBM37±2†local (slow)~3.6GB~23 tok/s131kllama.cpp › ibm-granite/granite-3.1-3b-a800m-instruct model card
724Granite 3.0 3B-A800M Instruct · 4-bit IBM37±1local (slow)~3.7GB4kllama.cpp › IBM Granite 3.0 Language Models technical report (GitHub)EuroEval leaderboards (results collection), English generative leaderboard
725DeepSeek R1 Distill Qwen 1.5B · 4-bit DeepSeek37±2local (slow)~2GB131kllama.cpp › deepseek-ai/DeepSeek-R1 model cardBRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)EuroEval leaderboards (results collection), English generative leaderboardTHINK-Bench: Evaluating Thinking Efficiency and Chain-of-Thought Quality of Large Reasoning Models (arXiv:2505.22113v1)Epoch AI — internal evaluations+1
726StarCoder2 7B · 4-bit BigCode37±1local (slow)~5.4GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
728DeepSeek LLM 7B Chat · 4-bit DeepSeek37±2†local (slow)~5.7GBOllama › DeepSeek vendor-reported benchmark scores for its own models (Hugging Face model cards)
729Falcon 40B (base) · 4-bit TII36±1local (slow)~27GB2kOllama › MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies (Hu et al.)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall (arXiv:2404.16164v1)ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsOpen Portuguese LLM Leaderboard (archived)This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models — authors' own runs+2
730StarCoder 15.5B · 4-bit BigCode36±1local (slow)~11GBOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder: may the source be with you! — authors' own runsExecution-Based Evaluation for Open-Domain Code Generation — authors' own runs
731Nous-Hermes-13b · 4-bit Nous Research36±2local (slow)~9.8GB2kllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Open Portuguese LLM Leaderboard (archived)
732Eurus-2-7B-SFT · 4-bit PRIME-RL36±3†local (slow)~6.4GBllama.cpp › PRIME-RL Eurus-2-7B-PRIME model card, Evaluation table (own models)
733Qwen3 0.6B · 4-bit Alibaba36±1local (slow)~2.1GB~61 tok/s33kllama.cpp › Olmo 3LiquidAI/LFM2-1.2B model cardUnsupervised Confidence Calibration for Reasoning LLMs from a Single Generation (arXiv:2604.19444v1)Berkeley Function Calling Leaderboard result archiveOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)BRIDGE Medical Leaderboard (Harvard Medical School / Brigham and Women's YLab)+5
735Code Llama 7B (base) · 4-bit Meta36±1local (slow)~5.8GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsMistral 7B — authors' own runsCode Llama: Open Foundation Models for Code — authors' own runsTulu 2 — base and instruction-tuned evaluations+2
736Llama 2 13B (base) · 4-bit Meta36±1local (slow)~9.3GB4kOllama › Stability AI — original StableLM zero-shot evaluation outputsMixtral of Experts — base-model evaluationsMiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies (Hu et al.)Mistral 7B — authors' own runsTulu 2 — base and instruction-tuned evaluationsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)+4
737Llama 2 13B Chat · 4-bit Meta36±1local (slow)~15GB4kllama.cpp › Orca 2: Teaching Small Language Models How to Reason (Mitra et al., Microsoft)Tulu 2 — base and instruction-tuned evaluationsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)+10
738Zephyr 7B beta · 4-bit Hugging Face35±1local (slow)~6.1GBllama.cpp › EvalPlus / EvalPerf published evaluation runsTulu 2 — base and instruction-tuned evaluationsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)OpenChat 3.5 model card (openchat/openchat_3.5)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)+3
739Guanaco 33B · 16-bit University of Washington35±1local (slow)~70GBhow to run › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard tableBattle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison — authors' own runs
740StarCoder2 3B · 4-bit BigCode35±1local (slow)~3.4GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
741Granite 3B Code Base (2K) · 4-bit IBM35±1local (slow)~3.7GBllama.cpp › Granite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4EuroEval leaderboards (results collection), English generative leaderboard
742StarCoderBase 15.5B · 4-bit BigCode35±1local (slow)~12GBllama.cpp › StarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCRUXEval published evaluation results (authors' generations and scores)StarCoder: may the source be with you! — authors' own runsExecution-Based Evaluation for Open-Domain Code Generation — authors' own runs
743Vicuna 7B v1.5 · 4-bit LMSYS35±1local (slow)~5.8GB4kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard table+1
744ChatGLM3 6B 128K · 4-bit Zhipu AI (THUDM)35±4local (slow)~5.8GB131kllama.cpp › NVIDIA RULER repository README results tableOpen Portuguese LLM Leaderboard (archived)
746OLMo 2 1B Instruct (0425) · 4-bit Allen Institute for AI35±1local (slow)~2.4GB4kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsOpen Portuguese LLM Leaderboard (archived)
747Vicuna 7B v1.3 · 4-bit LMSYS35±2local (slow)~5.8GB2kllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Can Language Models Understand Physical Concepts? — authors' own runs
748Stable Code 3B · 4-bit Stability AI35±1local (slow)~4.8GB16kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runs
749Orca 2 13B · 4-bit Microsoft35±3local (slow)~9.8GB4kllama.cpp › Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)
751DeepSeek-Coder 1.3B Base · 4-bit DeepSeek34±1local (slow)~2.4GB16kOllama › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4CRUXEval published evaluation results (authors' generations and scores)
752Qwen1.5 4B Chat · 4-bit Alibaba34±2local (slow)~4.1GB32kllama.cpp › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
753Mistral 7B Instruct v0.1 · 4-bit Mistral34±1local (slow)~5.9GB8kllama.cpp › Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)LMArena leaderboard datasetMMLU-Pro author-released evaluation runsPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)+3
754Gemma 7B IT · 4-bit Google34±1local (slow)~7.1GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)WildBench v2 leaderboard data (Ai2)LMArena leaderboard dataset+5
757CodeGemma 2B (v1.0) · 4-bit Google34±1local (slow)~3.2GBllama.cpp › EvalPlus / EvalPerf published evaluation runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCodeGemma: Open Code Models Based on Gemma — authors' own runsBigCodeBench paper (Zhuo et al., ICLR 2025), arXiv 2406.15877v4
758Qwen2 1.5B Instruct · 4-bit Alibaba34±1local (slow)~1.9GB32kllama.cpp › WildEval ZeroEval published resultsQwen (Alibaba) vendor-reported benchmark scores for its own models (qwen.ai launch posts, Qwen2.5-VL and Qwen3-VL technical reports, Qwen3.8-Flash-Next card)Qwen2-0.5B-Instruct model cardLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsSpeakLeash Polish EQ-Bench leaderboardOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)+1
759Falcon-H1 1.5B Instruct · 4-bit TII33±4local (slow)~2.4GB131kllama.cpp › Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Open Portuguese LLM Leaderboard (archived)
760Ghost 7B Alpha · 4-bit Ghost X33±2local (slow)~6.1GBllama.cpp › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Open Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)
761Gemma 3 1B · 4-bit Google33±1local (slow)~1.8GB~180 tok/s32kllama.cpp › Google DeepMind Gemma 3 270M IT model cardLiquidAI/LFM2-1.2B model card2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsLiquidAI/LFM2.5-1.2B-Thinking model cardGemma Team — Gemma 3 Technical ReportMIMIC Clinical Decision Making leaderboard+7
762SmolLM2 1.7B Instruct · 4-bit Hugging Face33±1local (slow)~3.1GB8kllama.cpp › 2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsSmolLM2 paper (Hugging Face) — authors' own instruct-model evaluationsLMArena leaderboard datasetSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)EuroEval leaderboards (results collection), English generative leaderboard
763LFM2 350M · 4-bit Liquid AI33±1local (slow)~1.7GB33kllama.cpp › LiquidAI/LFM2-1.2B model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
764Qwen-7B (base) · 4-bit Alibaba33±1local (slow)~6.6GB33kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
767StarCoderBase 7B · 4-bit BigCode33±1local (slow)~6GBOllama › EvalPlus / EvalPerf published evaluation runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCRUXEval published evaluation results (authors' generations and scores)
769Llama 3.2 1B Instruct · 4-bit Meta33±1local (slow)~1.7GB~251 tok/s131kllama.cpp › IBM Granite 3.0 Language Models technical report (GitHub)LiquidAI/LFM2-1.2B model card2 OLMo 2 Furious (Team OLMo, Ai2) — authors' own evaluations of OLMo 2 Instruct and peer instruct modelsSmolLM2 paper (Hugging Face) — authors' own instruct-model evaluationsLiquidAI/LFM2.5-1.2B-Thinking model cardLMArena leaderboard dataset+13
770Phi-1.5 (1.3B) · 4-bit Microsoft33±1local (slow)~2.4GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsTextbooks Are All You Need II: phi-1.5 technical report — authors' own runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)Open Portuguese LLM Leaderboard (archived)
772Qwen-7B-Chat · 4-bit Alibaba32±1local (slow)~6.6GB33kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
773Llama 2 7B Chat · 4-bit Meta32±1local (slow)~8.8GB4kllama.cpp › Tulu 2 — base and instruction-tuned evaluationsLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)WildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)+13
775OLMo 7B Instruct · 16-bit Ai232±2local (slow)~16GBhow to run › OLMo: Accelerating the Science of Language Models — authors' own runsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)
776Llama 2 7B (base) · 4-bit Meta32±1local (slow)~8.5GB4kOllama › Stability AI — original StableLM zero-shot evaluation outputsMixtral of Experts — base-model evaluationsOLMo: Accelerating the Science of Language Models — authors' own runsMiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies (Hu et al.)Mistral 7B — authors' own runsTextbooks Are All You Need II: phi-1.5 technical report — authors' own runs+6
778Flan-T5 Large · 4-bit Google32±1local (slow)~4.8GBhow to run › Scaling Instruction-Finetuned Language Models — authors' own runsLarge Language Models Are Reasoning Teachers — authors' own runsSpecializing Smaller Language Models towards Multi-Step Reasoning — authors' own runsModel-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers — authors' own runsAugmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In — authors' own runsZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding — authors' own runs+5
779Granite 3.1 1B-A400M Instruct · 4-bit IBM31±2†local (slow)~2.3GB~20 tok/s131kllama.cpp › ibm-granite/granite-3.1-3b-a800m-instruct model card
780Falcon 40B Instruct · 4-bit TII31±2local (slow)~27GBOllama › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard tableclembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational Agents — authors' own runsThis is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions — authors' own runs
781Gemma 2B (base) · 4-bit Google31±1local (slow)~3.2GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsGemma report — original evaluationsTop Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsCodeGemma: Open Code Models Based on Gemma — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)+3
782Gemma 1.1 2B IT · 4-bit Google31±1local (slow)~3.2GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)SpeakLeash Polish EQ-Bench leaderboardArena-Hard-Auto v0.1 leaderboard (repository README, pre-v2)Open Portuguese LLM Leaderboard (archived)+1
783Falcon 7B (base) · 4-bit TII31±1local (slow)~5.9GB2kOllama › Stability AI — original StableLM zero-shot evaluation outputsOLMo: Accelerating the Science of Language Models — authors' own runsTextbooks Are All You Need II: phi-1.5 technical report — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsTowards a Holistic Evaluation of LLMs on Factual Knowledge Recall (arXiv:2404.16164v1)+4
785Baichuan2-7B-Base · 16-bit Baichuan30±1local (slow)~17GBhow to run › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
787NexusRaven V2 13B · 4-bit Nexusflow30±3local (slow)~9.3GB16kOllama › Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Berkeley Function Calling Leaderboard result archive
789ChatGLM3-6B · 4-bit Zhipu AI (THUDM)30±2local (slow)~5.8GBllama.cpp › LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools (Team GLM, arXiv 2406.12793v2)Open Portuguese LLM Leaderboard (archived)
790Qwen2.5 0.5B Instruct · 4-bit Alibaba30±2local (slow)~1.2GB33kllama.cpp › HuggingFaceTB/SmolLM2-360M-Instruct model cardSpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Open Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Inception Arabic/Hindi leaderboards (AraGen-v3, HindiGen-v1, Arabic IFEval)Berkeley Function Calling Leaderboard result archiveOpen Portuguese LLM Leaderboard (archived)+1
791OLMo 7B · 4-bit Allen Institute for AI30±1†local (slow)~30GB2khow to run › OLMo: Accelerating the Science of Language Models — authors' own runs
792OpenLLaMA 7B v2 · 8-bit OpenLM Research30±1local (slow)~9.1GBllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
793StableLM-3B-4E1T · 4-bit Stability AI30±1local (slow)~3.3GB4kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
794StarCoderBase 3B · 4-bit BigCode30±1local (slow)~3.4GBOllama › EvalPlus / EvalPerf published evaluation runsStarCoder 2 and The Stack v2: The Next Generation — authors' own runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runs
796StableLM-Base-Alpha 7B v2 · 4-bit Stability AI30±1local (slow)~30GB4khow to run › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
797Granite 3.0 1B-A400M Instruct · 4-bit IBM30±1local (slow)~2.3GB4kllama.cpp › IBM Granite 3.0 Language Models technical report (GitHub)EuroEval leaderboards (results collection), English generative leaderboard
798OPT-66B · 4-bit Meta29±1local (slow)~141GB2khow to run › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation — authors' own runsOutlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runs+2
799GPT4All-13B-Snoozy · 4-bit Nomic AI29±2local (slow)~56GBhow to run › LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard table
801EuroLLM 1.7B Instruct · 4-bit UTTER (EuroLLM)29±3local (slow)~2.6GB4kllama.cpp › SpeakLeash CPTUB (Complex Polish Text Understanding Benchmark)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
802Granite 4.0 H 350M · 4-bit IBM29±1†local (slow)~1.7GB33kllama.cpp › ibm-granite/granite-4.0-h-1b model card
804Gemma 2B IT · 4-bit Google29±1local (slow)~3.1GB8kllama.cpp › EvalPlus / EvalPerf published evaluation runsGranite Code Models: A Family of Open Foundation Models for Code Intelligence — authors' own runsWildBench v2 leaderboard data (Ai2)LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)+3
806Granite 4.0 350M · 4-bit IBM28±1local (slow)~1.7GB32kllama.cpp › ibm-granite/granite-4.0-h-1b model cardBerkeley Function Calling Leaderboard result archiveEpoch AI — internal evaluations
807OPT-30B · 4-bit Meta28±1local (slow)~64GB2khow to run › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization — authors' own runsOutlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runs+5
809GPT-NeoX-20B · 4-bit EleutherAI28±1local (slow)~15GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsGPT-NeoX-20B: An Open-Source Autoregressive Language Model — authors' own runsPrompting Language Models for Linguistic Structure — authors' own runsGenerative Calibration for In-context Learning — authors' own runstrlX: A Framework for Large Scale Reinforcement Learning from Human Feedback — authors' own runsOpen Portuguese LLM Leaderboard (archived)+1
810Qwen2 0.5B Instruct · 4-bit Alibaba28±2local (slow)~1.1GB32kllama.cpp › Qwen2-0.5B-Instruct model cardLiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsOpen Persian LLM Leaderboard v2 (Part DP AI and AUT NLP Lab)Open Portuguese LLM Leaderboard (archived)
811RedPajama-INCITE 7B Base · 4-bit Together28±1local (slow)~16GB2khow to run › Stability AI — original StableLM zero-shot evaluation outputsOLMo: Accelerating the Science of Language Models — authors' own runsOpen Portuguese LLM Leaderboard (archived)This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models — authors' own runs
816Falcon3 1B Instruct · 4-bit TII26±4local (slow)~2.7GB8kllama.cpp › Berkeley Function Calling Leaderboard result archiveCodeReviewQA: The Code Review Comprehension Assessment for Large Language Models (arXiv:2503.16167v2)Open Portuguese LLM Leaderboard (archived)
817Qwen1.5 1.8B Chat · 4-bit Alibaba26±2local (slow)~2.7GB33kOllama › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsAlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Open Portuguese LLM Leaderboard (archived)EuroEval leaderboards (results collection), English generative leaderboard
819OPT-13B (13 billion parameters) · 4-bit Meta26±1local (slow)~29GB2khow to run › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering — authors' own runs+4
820Falcon 7B Instruct · 4-bit TII26±2local (slow)~5.9GBOllama › AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)Hallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Vectara hallucination leaderboard (vectara/hallucination-leaderboard repository)Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset — authors' own runsThis is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models — authors' own runsHave LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models — authors' own runs+1
822OpenAssistant SFT-4 Pythia 12B · 4-bit LAION (OpenAssistant)25±1local (slow)~9.5GBllama.cpp › InstructEval (DeCLaRe Lab) README results tableLMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)AlpacaEval 1.0 and 2.0 leaderboards (tatsu-lab/alpaca_eval repository)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard tableAligning Large Language Models through Synthetic Feedback — authors' own runs+1
823Flan-T5 Base · 4-bit Google25±1local (slow)~2.5GBhow to run › Scaling Instruction-Finetuned Language Models — authors' own runsLarge Language Models Are Reasoning Teachers — authors' own runsModel-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers — authors' own runsZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding — authors' own runsAugmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In — authors' own runsSpecializing Smaller Language Models towards Multi-Step Reasoning — authors' own runs+3
824RedPajama-INCITE Base 3B v1 · 4-bit Together25±3local (slow)~3.4GB2kllama.cpp › RedPajama — original zero-shot 3B comparisonOpen Portuguese LLM Leaderboard (archived)
826Pythia 12B · 4-bit EleutherAI25±1local (slow)~9.5GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsPythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsTowards a Holistic Evaluation of LLMs on Factual Knowledge Recall (arXiv:2404.16164v1)Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios — authors' own runsOpen Portuguese LLM Leaderboard (archived)+1
827OpenLLaMA 3B v2 · 4-bit OpenLM Research25±1local (slow)~4.2GBllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
828GPT-J 6B · 4-bit EleutherAI25±1local (slow)~14GB2khow to run › Stability AI — original StableLM zero-shot evaluation outputsEvalPlus / EvalPerf published evaluation runsGPT-NeoX-20B: An Open-Source Autoregressive Language Model — authors' own runsEleutherAI GPT-J-6B model card — EleutherAI lm-evaluation-harness runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runs+6
830StableLM-Base-Alpha 3B v2 · 4-bit Stability AI24±1local (slow)~13GB4khow to run › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
831OPT-6.7B · 4-bit Meta24±1local (slow)~16GB2khow to run › Stability AI — original StableLM zero-shot evaluation outputsPythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runs+5
834Qwen1.5 0.5B Chat · 4-bit Alibaba23±3local (slow)~1.8GB33kOllama › LiveBench model judgments (HF livebench/model_judgment, 2024-10-22 revision) with the LiveBench question datasetsEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
835Pythia 6.9B · 4-bit EleutherAI23±1local (slow)~6.1GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOLMo: Accelerating the Science of Language Models — authors' own runsPythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runstrlX: A Framework for Large Scale Reinforcement Learning from Human Feedback — authors' own runsHow Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runs+2
837Phi-1 (1.3B) · 4-bit Microsoft22±4local (slow)~2.4GB2kllama.cpp › CRUXEval published evaluation results (authors' generations and scores)Open Portuguese LLM Leaderboard (archived)
839SmolLM2 360M Instruct · 8-bit Hugging Face22±3local (slow)~1.2GB8kllama.cpp › HuggingFaceTB/SmolLM2-360M-Instruct model cardEuroEval leaderboards (results collection), English generative leaderboard
841OLMo 1B · 4-bit Allen Institute for AI21±2†local (slow)~2.2GB2kllama.cpp › OLMo: Accelerating the Science of Language Models — authors' own runs
842BLOOM 7.1B · 4-bit BigScience21±1local (slow)~7.1GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsUPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation — authors' own runsBLOOM: A 176B-Parameter Open-Access Multilingual Language Model — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)+7
843Pythia 2.8B · 4-bit EleutherAI20±1local (slow)~3.4GB2kllama.cpp › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsRedPajama — original zero-shot 3B comparisonImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)Open Portuguese LLM Leaderboard (archived)
844Pythia 2.8B (deduped) · 4-bit EleutherAI20±1local (slow)~3.4GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)Open Portuguese LLM Leaderboard (archived)
845Falcon-RW 1B · 16-bit TII20±2local (slow)~4.3GB2khow to run › Textbooks Are All You Need II: phi-1.5 technical report — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)
846OPT-2.7B · 4-bit Meta19±1local (slow)~7.1GB2khow to run › Stability AI — original StableLM zero-shot evaluation outputsPythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runs+3
847StableLM-Tuned-Alpha 7B · 4-bit Stability AI18±2local (slow)~6.9GBllama.cpp › LMArena leaderboard datasetPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arXiv:2409.00696v3)LMSYS Chatbot Arena leaderboard Space: MT-Bench column of the published leaderboard tableLLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion (arXiv:2306.02561v3)
848GPT-Neo 2.7B · 4-bit EleutherAI18±1local (slow)~13GB2khow to run › EvalPlus / EvalPerf published evaluation runsUPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation — authors' own runsTextbooks Are All You Need II: phi-1.5 technical report — authors' own runsPreserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models — authors' own runsEleutherAI GPT-J-6B model card — EleutherAI lm-evaluation-harness runsRedPajama — original zero-shot 3B comparison+8
850T5 Large · 4-bit Google17±2local (slow)~4.6GB1khow to run › Large Language Models Are Reasoning Teachers — authors' own runsCOPEN — EMNLP 2022 original zero-shot evaluations
851Gemma 3 270M IT · 8-bit Google17±4local (slow)~1.2GB32kllama.cpp › Google DeepMind Gemma 3 270M IT model cardEuroEval leaderboards (results collection), English generative leaderboardOpen Portuguese LLM Leaderboard (archived)
852Flan-T5 Small · 4-bit Google16±3local (slow)~1.8GBhow to run › Scaling Instruction-Finetuned Language Models — authors' own runsZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding — authors' own runsLarge Language Models Are Reasoning Teachers — authors' own runsPOSQA: Probe the World Models of LLMs with Size Comparisons — authors' own runsAn Investigation of LLMs' Inefficacy in Understanding Converse Relations — authors' own runs
853BLOOM 3B · 4-bit BigScience16±1local (slow)~4GB2kllama.cpp › Stability AI — original StableLM zero-shot evaluation outputsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsBLOOM: A 176B-Parameter Open-Access Multilingual Language Model — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)+2
856OPT-1.3B · 4-bit Meta14±1local (slow)~4.3GB2khow to run › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models — authors' own runsOPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization — authors' own runsTextbooks Are All You Need II: phi-1.5 technical report — authors' own runs+5
857T5 Base · 4-bit Google14±3local (slow)~2.4GB1khow to run › Large Language Models Are Reasoning Teachers — authors' own runsCOPEN — EMNLP 2022 original zero-shot evaluations
858Pythia 1.4B · 4-bit EleutherAI14±1local (slow)~2.4GB2kllama.cpp › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runstrlX: A Framework for Large Scale Reinforcement Learning from Human Feedback — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)
859Pythia 1B · 4-bit EleutherAI12±1local (slow)~2.2GB2kllama.cpp › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsOLMo: Accelerating the Science of Language Models — authors' own runsOpen Medical-LLM Leaderboard results (HF dataset openlifescienceai/results)Open Portuguese LLM Leaderboard (archived)
862GPT-Neo 1.3B · 4-bit EleutherAI12±2local (slow)~7.1GB2khow to run › Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models — authors' own runsEleutherAI GPT-J-6B model card — EleutherAI lm-evaluation-harness runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsPrompting Language Models for Linguistic Structure — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)EleutherAI GPT-Neo 2.7B model card — EleutherAI evaluation-harness runs+3
863T5 Small · 4-bit Google12±3local (slow)~1.8GB1khow to run › Large Language Models Are Reasoning Teachers — authors' own runsCOPEN — EMNLP 2022 original zero-shot evaluations
864BLOOM 1.7B · 4-bit BigScience11±1local (slow)~3.1GB2kllama.cpp › EleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsBLOOM: A 176B-Parameter Open-Access Multilingual Language Model — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Crosslingual Generalization through Multitask Finetuning — authors' own runs+1
865Zyte-1B · 4-bit venkycs (aihub-app)11±2local (slow)~2.2GBllama.cpp › EvalPlus / EvalPerf published evaluation runs
867StableLM-Base-Alpha 7B · 4-bit Stability AI8±1local (slow)~35GB4khow to run › Stability AI — original StableLM zero-shot evaluation outputsEvalPlus / EvalPerf published evaluation runsInstructEval (DeCLaRe Lab) README results tableOpen Portuguese LLM Leaderboard (archived)
868Pythia 410M · 4-bit EleutherAI8±2local (slow)~1.8GB2kllama.cpp › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsOpen Portuguese LLM Leaderboard (archived)
870BLOOM 1.1B · 4-bit BigScience7±1local (slow)~2.6GB2kllama.cpp › EleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsBLOOM: A 176B-Parameter Open-Access Multilingual Language Model — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Crosslingual Generalization through Multitask Finetuning — authors' own runs
871GPT-2 XL (1.5B) · 4-bit OpenAI7±1local (slow)~2.8GB~75 tok/s1kllama.cpp › Coherence boosting: When your pretrained language model is not paying enough attention — authors' own runsSurface Form Competition (Holtzman et al., EMNLP 2021) — authors' own GPT-2 runsTextbooks Are All You Need II: phi-1.5 technical report — authors' own runsCASE: Commonsense-Augmented Score with an Expanded Answer Space — authors' own runsEleutherAI GPT-J-6B model card — EleutherAI lm-evaluation-harness runsTunable Soft Prompts are Messengers in Federated Learning — authors' own runs+9
874OPT-350M · 4-bit Meta1±1local (slow)~2.2GB2khow to run › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsRevisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? — authors' own runsDo Language Models Have a Common Sense regarding Time? Revisiting Temporal Commonsense Reasoning in the Era of Large Language Models — authors' own runs+1
876StableLM-Base-Alpha 3B · 4-bit Stability AI1±2local (slow)~17GB4khow to run › Stability AI — original StableLM zero-shot evaluation outputsOpen Portuguese LLM Leaderboard (archived)
877BLOOM 560M · 4-bit BigScience0±1local (slow)~2.1GB2kllama.cpp › EleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsGPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)BLOOM: A 176B-Parameter Open-Access Multilingual Language Model — authors' own runsCrosslingual Generalization through Multitask Finetuning — authors' own runs+1
878Pythia 160M · 4-bit EleutherAI-2±2local (slow)~1.6GB2kllama.cpp › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runstrlX: A Framework for Large Scale Reinforcement Learning from Human Feedback — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsOpen Portuguese LLM Leaderboard (archived)
879GPT-2 Large (774M) · 4-bit OpenAI-3±1local (slow)~2GB~137 tok/s1kllama.cpp › Coherence boosting: When your pretrained language model is not paying enough attention — authors' own runsSurface Form Competition (Holtzman et al., EMNLP 2021) — authors' own GPT-2 runsCASE: Commonsense-Augmented Score with an Expanded Answer Space — authors' own runsPROST (Aroca-Ouellette et al., Findings of ACL-IJCNLP 2021) - authors' own zero-shot runsCOPEN — EMNLP 2022 original zero-shot evaluationsGenerative Calibration for In-context Learning — authors' own runs+3
880OPT-125M · 4-bit Meta-3±1local (slow)~1.8GB2khow to run › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsEleutherAI lm-evaluation-harness results folder (third-party runs committed to the repo)GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers — authors' own runsPreserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models — authors' own runsImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories — authors' own runsCan Language Models Understand Physical Concepts? — authors' own runs+1
881GPT-Neo 125M · 4-bit EleutherAI-3±2local (slow)~2.1GB2khow to run › Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models — authors' own runsPrompting Language Models for Linguistic Structure — authors' own runsCOPEN — EMNLP 2022 original zero-shot evaluationsHallucinations Leaderboard results (HF dataset hallucinations-leaderboard/results)Open Portuguese LLM Leaderboard (archived)TruthfulQA: Measuring How Models Mimic Human Falsehoods — authors' own runs
882GPT-2 Medium (355M) · 4-bit OpenAI-5±1local (slow)~1.8GB1kllama.cpp › Coherence boosting: When your pretrained language model is not paying enough attention — authors' own runsSurface Form Competition (Holtzman et al., EMNLP 2021) — authors' own GPT-2 runsCASE: Commonsense-Augmented Score with an Expanded Answer Space — authors' own runsRankGen: Improving Text Generation with Large Ranking Models — authors' own runsPROST (Aroca-Ouellette et al., Findings of ACL-IJCNLP 2021) - authors' own zero-shot runsCOPEN — EMNLP 2022 original zero-shot evaluations+3
883Pythia 70M · 4-bit EleutherAI-13±2local (slow)~1.6GB2kllama.cpp › Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling — authors' own runsOpen Portuguese LLM Leaderboard (archived)
884GPT-2 Small (124M) · 4-bit OpenAI-13±2local (slow)~1.6GB1kllama.cpp › Coherence boosting: When your pretrained language model is not paying enough attention — authors' own runsSurface Form Competition (Holtzman et al., EMNLP 2021) — authors' own GPT-2 runsCASE: Commonsense-Augmented Score with an Expanded Answer Space — authors' own runsCOPEN — EMNLP 2022 original zero-shot evaluationsPROST (Aroca-Ouellette et al., Findings of ACL-IJCNLP 2021) - authors' own zero-shot runsLarge Language Models Are Reasoning Teachers — authors' own runs+3
—K2 Horizon 7B · gguf-q4_k_m Institute of Foundation Models (MBZUAI)not scored yetlocal (slow)~8GB524kllama.cpp ›
—LFM2.5 24B-A2B · Q4_K_M Liquid AInot yet calibratedlocal (slow)~17GB131kllama.cpp › Liquid AI own-model benchmark facts
—LFM3 1.7B · q4_k_m Liquid AInot yet calibratedlocal (slow)~2.6GB262kllama.cpp › Liquid AI own-model benchmark facts

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* new or thinly tested: ranked on too few benchmark results · † only the maker’s own numbers so far · ~RAM is estimated; full context may need more memory