whatmodel.sh / Tk-Instruct 11B (def-pos)
Tk-Instruct 11B (def-pos)
↗ share
+ contribute
Tk-Instruct 11B (def-pos) is an open-weights language model from AllenAI / UW, released May 2022. Its published size is 11B parameters. Licence: apache-2.0.
Catalogue identity notes
Tk-Instruct 11B trained with definition + 2 positive examples (the paper's default Tk-Instruct); repo allenai/tk-instruct-11b-def-pos created 2022-05-05.
Model information sources
Score within the LMArena (text) comparison set only.
$ how it compares
The LLMs ranked either side of Tk-Instruct 11B (def-pos), out of 1182 with a score, then more from AllenAI / UW.
| # | model | score | where | ||
|---|---|---|---|---|---|
| 864 |  DeepSeek LLM 67B Chat | 43±1 | local | ||
| 865 |  Qwen1.5 14B Chat | 43±1 | local | ||
| 866 | Tk-Instruct 11B (def-pos) | 43±6 | comparison only | ||
| 867 |  Llama 2 70B (base) | 43±1 | local | ||
| 868 |  Mixtral 8x7B v0.1 (base) | 43±1 | local | ||
| more from AllenAI / UW | |||||
| 890 | Tk-Instruct 11B (def-pos-neg-expl) | 42±10 | comparison only | ||
| 1109 | Tk-Instruct 11B (def) | 26±4 | comparison only | ||
$ what it's good at
other tests2 not in a task · 86% of its score
| test | result | vs the others in its run | counts |
|---|---|---|---|
| Super-NaturalInstructions English test (definition + 2 positive examples), ROUGE-L lab | 62.0% ✎ | █····█··█··█ beats 3/3 | 64% |
| LMentry accuracy (zero-shot) | 49.9% ✎ | ▂▆·▄▄█▂·▂··▂ beats 10/14 | 22% |
$ where to run it
No verified API or download recorded yet · add one
Official weights and documentation: huggingface.co/allenai ↗
$ how the score was worked out · Super-NaturalInstructions: Ge… 64%, LMentry: A Language Model Ben… 22%
Each result implies a score on its own, after adjusting for how hard its test is and who ran it. The score is their weighted average, with a small pull toward the middle for thinly tested models. Each test's weight is its counts column above; here it's added up by who ran the tests. How it works
| source | results | share of the score |
|---|---|---|
 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks — authors' own runs · lab-reported | 1 | 64% |
| LMentry: A Language Model Benchmark of Elementary Language Tasks — authors' own runs | 1 | 22% |
| prior · pull toward the middle | 14% | |
| weighted average | = 42.9 |
$ improve this page
Use a short GitHub form or edit the data through a pull request. Every number needs a source; here's which ones we can use.
data updated · sources and licences · json