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Ludwig Stumpp
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Commit
·
5e1e4f6
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Parent(s):
360209c
Align human eval format
Browse files
README.md
CHANGED
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@@ -16,37 +16,37 @@ https://llm-leaderboard.streamlit.app/
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| 16 |
| [cerebras-gpt-13b](https://huggingface.co/cerebras/Cerebras-GPT-13B) | yes | | | [0.635](https://www.mosaicml.com/blog/mpt-7b) | [0.258](https://www.mosaicml.com/blog/mpt-7b) | | [0.146](https://www.mosaicml.com/blog/mpt-7b) |
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| 17 |
| [chatglm-6b](https://chatglm.cn/blog) | yes | [985](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 18 |
| [chinchilla-70b](https://arxiv.org/abs/2203.15556v1) | no | | | [0.774](https://arxiv.org/abs/2203.15556v1) | | [0.675](https://arxiv.org/abs/2203.15556v1) | |
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| 19 |
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| [code-cushman-001](https://arxiv.org/abs/2107.03374) | no | | [
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| 20 |
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| [code-davinci-002](https://arxiv.org/abs/2207.10397v2) | yes | | [
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| 21 |
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| [codegen-16B-mono](https://huggingface.co/Salesforce/codegen-16B-mono) | yes | | [
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| 22 |
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| [codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | yes | | [
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| 23 |
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| [codegx-13b](http://keg.cs.tsinghua.edu.cn/codegeex/) | no | | [
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| 24 |
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| [codex-12b](https://arxiv.org/abs/2107.03374v2) | no | | [
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| 25 |
| [dolly-v2-12b](https://huggingface.co/databricks/dolly-v2-12b) | yes | [944](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 26 |
| [eleuther-pythia-7b](https://huggingface.co/EleutherAI/pythia-6.9b) | yes | | | [0.667](https://www.mosaicml.com/blog/mpt-7b) | [0.265](https://www.mosaicml.com/blog/mpt-7b) | | [0.198](https://www.mosaicml.com/blog/mpt-7b) |
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| 27 |
| [eleuther-pythia-12b](https://huggingface.co/EleutherAI/pythia-12b) | yes | | | [0.704](https://www.mosaicml.com/blog/mpt-7b) | [0.253](https://www.mosaicml.com/blog/mpt-7b) | | [0.233](https://www.mosaicml.com/blog/mpt-7b) |
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| 28 |
| [fastchat-t5-3b](https://huggingface.co/lmsys/fastchat-t5-3b-v1.0) | yes | [951](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 29 |
| [gal-120b](https://arxiv.org/abs/2211.09085v1) | no | | | | [0.526](https://paperswithcode.com/paper/galactica-a-large-language-model-for-science-1) | | |
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| 30 |
| [gpt-3-175b](https://arxiv.org/abs/2005.14165) | no | | | | | [0.439](https://arxiv.org/abs/2005.14165) | |
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| 31 |
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| [gpt-3.5-175b](https://arxiv.org/abs/2303.08774v3) | yes | | [
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| 32 |
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| [gpt-4](https://arxiv.org/abs/2303.08774v3) | yes | | [
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| 33 |
| [gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) | yes | | | [0.719](https://www.mosaicml.com/blog/mpt-7b) | [0.269](https://www.mosaicml.com/blog/mpt-7b) | [0.336](https://arxiv.org/abs/2204.06745v1) | [0.347](https://www.mosaicml.com/blog/mpt-7b) |
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| 34 |
| [gpt-j-6b](https://huggingface.co/EleutherAI/gpt-j-6b) | yes | | | [0.683](https://www.mosaicml.com/blog/mpt-7b) | [0.261](https://www.mosaicml.com/blog/mpt-7b) | | [0.234](https://www.mosaicml.com/blog/mpt-7b) |
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| 35 |
| [koala-13b](https://bair.berkeley.edu/blog/2023/04/03/koala/) | no | [1082](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 36 |
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| [llama-7b](https://arxiv.org/abs/2302.13971) | no | | [
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| 37 |
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| [llama-13b](https://arxiv.org/abs/2302.13971) | no | [932](https://lmsys.org/blog/2023-05-03-arena/) | [
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| 38 |
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| [llama-33b](https://arxiv.org/abs/2302.13971) | no | | [
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| 39 |
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| [llama-65b](https://arxiv.org/abs/2302.13971) | no | | [
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| 40 |
| [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | yes | | | [0.702](https://www.mosaicml.com/blog/mpt-7b) | [0.296](https://www.mosaicml.com/blog/mpt-7b) | | [0.343](https://www.mosaicml.com/blog/mpt-7b) |
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| 41 |
| [oasst-pythia-12b](https://huggingface.co/OpenAssistant/pythia-12b-pre-v8-12.5k-steps) | yes | [1065](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 42 |
| [opt-7b](https://huggingface.co/facebook/opt-6.7b) | no | | | [0.677](https://www.mosaicml.com/blog/mpt-7b) | [0.251](https://www.mosaicml.com/blog/mpt-7b) | | [0.227](https://www.mosaicml.com/blog/mpt-7b) |
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| 43 |
| [opt-13b](https://huggingface.co/facebook/opt-13b) | no | | | [0.692](https://www.mosaicml.com/blog/mpt-7b) | [0.257](https://www.mosaicml.com/blog/mpt-7b) | | [0.282](https://www.mosaicml.com/blog/mpt-7b) |
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| 44 |
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| [palm-540b](https://arxiv.org/abs/2204.02311v5) | no | | [
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| 45 |
| [stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | yes | | | [0.533](https://www.mosaicml.com/blog/mpt-7b) | [0.251](https://www.mosaicml.com/blog/mpt-7b) | | [0.049](https://www.mosaicml.com/blog/mpt-7b) |
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| 46 |
| [stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | no | [858](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 47 |
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| [starcoder-base-16b](https://huggingface.co/bigcode/starcoderbase) | yes | | [
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| 48 |
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| [starcoder-16b](https://huggingface.co/bigcode/starcoder) | yes | | [
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| 49 |
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| [starcoder-16b (prompted)](https://huggingface.co/bigcode/starcoder) | yes | | [
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| 50 |
| [vicuna-13b](https://huggingface.co/lmsys/vicuna-13b-delta-v0) | no | [1169](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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## Benchmarks
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| 16 |
| [cerebras-gpt-13b](https://huggingface.co/cerebras/Cerebras-GPT-13B) | yes | | | [0.635](https://www.mosaicml.com/blog/mpt-7b) | [0.258](https://www.mosaicml.com/blog/mpt-7b) | | [0.146](https://www.mosaicml.com/blog/mpt-7b) |
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| 17 |
| [chatglm-6b](https://chatglm.cn/blog) | yes | [985](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 18 |
| [chinchilla-70b](https://arxiv.org/abs/2203.15556v1) | no | | | [0.774](https://arxiv.org/abs/2203.15556v1) | | [0.675](https://arxiv.org/abs/2203.15556v1) | |
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| 19 |
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| [code-cushman-001](https://arxiv.org/abs/2107.03374) | no | | [0.335](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| 20 |
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| [code-davinci-002](https://arxiv.org/abs/2207.10397v2) | yes | | [0.658](https://arxiv.org/abs/2207.10397v2) | | | | |
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| 21 |
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| [codegen-16B-mono](https://huggingface.co/Salesforce/codegen-16B-mono) | yes | | [0.293](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| 22 |
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| [codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | yes | | [0.183](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| 23 |
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| [codegx-13b](http://keg.cs.tsinghua.edu.cn/codegeex/) | no | | [0.229](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| 24 |
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| [codex-12b](https://arxiv.org/abs/2107.03374v2) | no | | [0.288](https://arxiv.org/abs/2107.03374v2) | | | [0.685](https://arxiv.org/abs/2301.12652v2) | |
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| 25 |
| [dolly-v2-12b](https://huggingface.co/databricks/dolly-v2-12b) | yes | [944](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 26 |
| [eleuther-pythia-7b](https://huggingface.co/EleutherAI/pythia-6.9b) | yes | | | [0.667](https://www.mosaicml.com/blog/mpt-7b) | [0.265](https://www.mosaicml.com/blog/mpt-7b) | | [0.198](https://www.mosaicml.com/blog/mpt-7b) |
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| 27 |
| [eleuther-pythia-12b](https://huggingface.co/EleutherAI/pythia-12b) | yes | | | [0.704](https://www.mosaicml.com/blog/mpt-7b) | [0.253](https://www.mosaicml.com/blog/mpt-7b) | | [0.233](https://www.mosaicml.com/blog/mpt-7b) |
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| 28 |
| [fastchat-t5-3b](https://huggingface.co/lmsys/fastchat-t5-3b-v1.0) | yes | [951](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| [gal-120b](https://arxiv.org/abs/2211.09085v1) | no | | | | [0.526](https://paperswithcode.com/paper/galactica-a-large-language-model-for-science-1) | | |
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| [gpt-3-175b](https://arxiv.org/abs/2005.14165) | no | | | | | [0.439](https://arxiv.org/abs/2005.14165) | |
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| 31 |
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| [gpt-3.5-175b](https://arxiv.org/abs/2303.08774v3) | yes | | [0.481](https://arxiv.org/abs/2303.08774v3) | [0.762](https://arxiv.org/abs/2303.08774v3) | | [0.700](https://arxiv.org/abs/2303.08774v3) | |
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| [gpt-4](https://arxiv.org/abs/2303.08774v3) | yes | | [0.670](https://arxiv.org/abs/2303.08774v3) | | | [0.864](https://arxiv.org/abs/2303.08774v3) | |
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| 33 |
| [gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) | yes | | | [0.719](https://www.mosaicml.com/blog/mpt-7b) | [0.269](https://www.mosaicml.com/blog/mpt-7b) | [0.336](https://arxiv.org/abs/2204.06745v1) | [0.347](https://www.mosaicml.com/blog/mpt-7b) |
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| 34 |
| [gpt-j-6b](https://huggingface.co/EleutherAI/gpt-j-6b) | yes | | | [0.683](https://www.mosaicml.com/blog/mpt-7b) | [0.261](https://www.mosaicml.com/blog/mpt-7b) | | [0.234](https://www.mosaicml.com/blog/mpt-7b) |
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| 35 |
| [koala-13b](https://bair.berkeley.edu/blog/2023/04/03/koala/) | no | [1082](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 36 |
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| [llama-7b](https://arxiv.org/abs/2302.13971) | no | | [0.105](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.738](https://www.mosaicml.com/blog/mpt-7b) | [0.302](https://www.mosaicml.com/blog/mpt-7b) | | [0.443](https://www.mosaicml.com/blog/mpt-7b) |
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| 37 |
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| [llama-13b](https://arxiv.org/abs/2302.13971) | no | [932](https://lmsys.org/blog/2023-05-03-arena/) | [0.158](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| [llama-33b](https://arxiv.org/abs/2302.13971) | no | | [0.217](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| [llama-65b](https://arxiv.org/abs/2302.13971) | no | | [0.237](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | [0.634](https://arxiv.org/abs/2302.13971v1) | |
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| 40 |
| [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | yes | | | [0.702](https://www.mosaicml.com/blog/mpt-7b) | [0.296](https://www.mosaicml.com/blog/mpt-7b) | | [0.343](https://www.mosaicml.com/blog/mpt-7b) |
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| 41 |
| [oasst-pythia-12b](https://huggingface.co/OpenAssistant/pythia-12b-pre-v8-12.5k-steps) | yes | [1065](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 42 |
| [opt-7b](https://huggingface.co/facebook/opt-6.7b) | no | | | [0.677](https://www.mosaicml.com/blog/mpt-7b) | [0.251](https://www.mosaicml.com/blog/mpt-7b) | | [0.227](https://www.mosaicml.com/blog/mpt-7b) |
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| 43 |
| [opt-13b](https://huggingface.co/facebook/opt-13b) | no | | | [0.692](https://www.mosaicml.com/blog/mpt-7b) | [0.257](https://www.mosaicml.com/blog/mpt-7b) | | [0.282](https://www.mosaicml.com/blog/mpt-7b) |
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| [palm-540b](https://arxiv.org/abs/2204.02311v5) | no | | [0.262](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.779](https://arxiv.org/abs/2204.02311v5) | | [0.693](https://arxiv.org/abs/2204.02311v5) | |
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| 45 |
| [stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | yes | | | [0.533](https://www.mosaicml.com/blog/mpt-7b) | [0.251](https://www.mosaicml.com/blog/mpt-7b) | | [0.049](https://www.mosaicml.com/blog/mpt-7b) |
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| 46 |
| [stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | no | [858](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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| 47 |
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| [starcoder-base-16b](https://huggingface.co/bigcode/starcoderbase) | yes | | [0.304](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| 48 |
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| [starcoder-16b](https://huggingface.co/bigcode/starcoder) | yes | | [0.336](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| [starcoder-16b (prompted)](https://huggingface.co/bigcode/starcoder) | yes | | [0.408](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | |
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| 50 |
| [vicuna-13b](https://huggingface.co/lmsys/vicuna-13b-delta-v0) | no | [1169](https://lmsys.org/blog/2023-05-03-arena/) | | | | | |
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## Benchmarks
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