diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -8,57 +8,57 @@ https://llm-leaderboard.streamlit.app/ ## Leaderboard -| Model Name | Publisher | Commercial Use? | Chatbot Arena Elo | HellaSwag (few-shot) | HellaSwag (zero-shot) | HellaSwag (one-shot) | HumanEval-Python (pass@1) | LAMBADA (zero-shot) | LAMBADA (one-shot) | MMLU (zero-shot) | MMLU (few-shot) | TriviaQA (zero-shot) | TriviaQA (one-shot) | WinoGrande (zero-shot) | WinoGrande (one-shot) | WinoGrande (few-shot) | -| ----------------------------------------------------------------------------------------------------------- | ------------------- | --------------- | ------------------------------------------------ | -------------------------------------------------------------------- | --------------------------------------------- | --------------------------------------------------------------- | ------------------------------------------------------------------------------- | --------------------------------------------- | --------------------------------------------------------------- | ---------------------------------------------------------------------------------------- | -------------------------------------------------------------------- | --------------------------------------------- | --------------------------------------------------------------- | ------------------------------------------- | --------------------------------------------------------------- | --------------------------------------------------------------- | -| [alpaca-13b](https://crfm.stanford.edu/2023/03/13/alpaca.html) | Stanford | no | [1008](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [bloom-176b](https://huggingface.co/bigscience/bloom) | BigScience | yes | | [0.744](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | [0.155](https://huggingface.co/bigscience/bloom#results) | | | [0.299](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | -| [cerebras-gpt-7b](https://huggingface.co/cerebras/Cerebras-GPT-6.7B) | Cerebras | yes | | | [0.636](https://www.mosaicml.com/blog/mpt-7b) | | | [0.636](https://www.mosaicml.com/blog/mpt-7b) | | [0.259](https://www.mosaicml.com/blog/mpt-7b) | | [0.141](https://www.mosaicml.com/blog/mpt-7b) | | | | | -| [cerebras-gpt-13b](https://huggingface.co/cerebras/Cerebras-GPT-13B) | Cerebras | yes | | | [0.635](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [chatglm-6b](https://chatglm.cn/blog) | ChatGLM | yes | [985](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [chinchilla-70b](https://arxiv.org/abs/2203.15556v1) | DeepMind | no | | | [0.808](https://arxiv.org/abs/2203.15556v1) | | | [0.774](https://arxiv.org/abs/2203.15556v1) | | | [0.675](https://arxiv.org/abs/2203.15556v1) | | | [0.749](https://arxiv.org/abs/2203.15556v1) | | | -| [codex-12b / code-cushman-001](https://arxiv.org/abs/2107.03374) | OpenAI | yes | | | | | [0.317](https://crfm.stanford.edu/helm/latest/?group=targeted_evaluations) | | | | | | | | | | -| [code-davinci-002](https://arxiv.org/abs/2207.10397v2) | OpenAI | yes | | | | | [0.658](https://arxiv.org/abs/2207.10397v2) | | | | | | | | | | -| [codegen-16B-mono](https://huggingface.co/Salesforce/codegen-16B-mono) | Salesforce | yes | | | | | [0.293](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | -| [codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | Salesforce | yes | | | | | [0.183](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | -| [codegx-13b](http://keg.cs.tsinghua.edu.cn/codegeex/) | Tsinghua University | no | | | | | [0.229](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | -| [dolly-v2-12b](https://huggingface.co/databricks/dolly-v2-12b) | Databricks | yes | [944](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [eleuther-pythia-7b](https://huggingface.co/EleutherAI/pythia-6.9b) | EleutherAI | yes | | | [0.667](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [eleuther-pythia-12b](https://huggingface.co/EleutherAI/pythia-12b) | EleutherAI | yes | | | [0.704](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [fastchat-t5-3b](https://huggingface.co/lmsys/fastchat-t5-3b-v1.0) | Lmsys.org | yes | [951](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [gal-120b](https://arxiv.org/abs/2211.09085v1) | Lmsys.org | no | | | | | | | | [0.526](https://paperswithcode.com/paper/galactica-a-large-language-model-for-science-1) | | | | | | | -| [gpt-3-7b / curie](https://arxiv.org/abs/2005.14165) | OpenAI | yes | | [0.682](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | [0.243](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | -| [gpt-3-175b / davinci](https://arxiv.org/abs/2005.14165) | OpenAI | yes | | [0.793](https://arxiv.org/abs/2005.14165) | [0.789](https://arxiv.org/abs/2005.14165) | | | | | | [0.439](https://arxiv.org/abs/2005.14165) | | | [0.702](https://arxiv.org/abs/2005.14165v4) | | | -| [gpt-3.5-175b / text-davinci-003](https://arxiv.org/abs/2303.08774v3) | OpenAI | yes | | [0.822](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | [0.481](https://arxiv.org/abs/2303.08774v3) | [0.762](https://arxiv.org/abs/2303.08774v3) | | | [0.569](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | [0.816](https://arxiv.org/abs/2303.08774v3) | -| [gpt-3.5-175b / code-davinci-002](https://platform.openai.com/docs/model-index-for-researchers) | OpenAI | yes | | | | | [0.463](https://crfm.stanford.edu/helm/latest/?group=targeted_evaluations) | | | | | | | | | | -| [gpt-4](https://arxiv.org/abs/2303.08774v3) | OpenAI | yes | | [0.953](https://arxiv.org/abs/2303.08774v3) | | | [0.670](https://arxiv.org/abs/2303.08774v3) | | | | [0.864](https://arxiv.org/abs/2303.08774v3) | | | | | [0.875](https://arxiv.org/abs/2303.08774v3) | -| [gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) | EleutherAI | yes | | [0.718](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.719](https://www.mosaicml.com/blog/mpt-7b) | | | [0.719](https://www.mosaicml.com/blog/mpt-7b) | | [0.269](https://www.mosaicml.com/blog/mpt-7b) | [0.276](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.347](https://www.mosaicml.com/blog/mpt-7b) | | | | | -| [gpt-j-6b](https://huggingface.co/EleutherAI/gpt-j-6b) | EleutherAI | yes | | [0.663](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.683](https://www.mosaicml.com/blog/mpt-7b) | | | [0.683](https://www.mosaicml.com/blog/mpt-7b) | | [0.261](https://www.mosaicml.com/blog/mpt-7b) | [0.249](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.234](https://www.mosaicml.com/blog/mpt-7b) | | | | | -| [koala-13b](https://bair.berkeley.edu/blog/2023/04/03/koala/) | Berkeley BAIR | no | [1082](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [llama-7b](https://arxiv.org/abs/2302.13971) | Meta AI | no | | | [0.738](https://www.mosaicml.com/blog/mpt-7b) | | [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) | | [0.701](https://arxiv.org/abs/2302.13971v1) | | | -| [llama-13b](https://arxiv.org/abs/2302.13971) | Meta AI | no | [932](https://lmsys.org/blog/2023-05-03-arena/) | | [0.792](https://arxiv.org/abs/2302.13971) | | [0.158](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | [0.730](https://arxiv.org/abs/2302.13971v1) | | | -| [llama-33b](https://arxiv.org/abs/2302.13971) | Meta AI | no | | | [0.828](https://arxiv.org/abs/2302.13971) | | [0.217](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | [0.760](https://arxiv.org/abs/2302.13971v1) | | | -| [llama-65b](https://arxiv.org/abs/2302.13971) | Meta AI | no | | | [0.842](https://arxiv.org/abs/2302.13971) | | [0.237](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | [0.634](https://arxiv.org/abs/2302.13971v1) | | | [0.770](https://arxiv.org/abs/2302.13971v1) | | | -| [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | MosaicML | yes | | | [0.761](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [oasst-pythia-12b](https://huggingface.co/OpenAssistant/pythia-12b-pre-v8-12.5k-steps) | Open Assistant | yes | [1065](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [opt-7b](https://huggingface.co/facebook/opt-6.7b) | Meta AI | no | | | [0.677](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [opt-13b](https://huggingface.co/facebook/opt-13b) | Meta AI | no | | | [0.692](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [opt-66b](https://huggingface.co/facebook/opt-66b) | Meta AI | no | | [0.745](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | [0.276](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | -| [opt-175b](https://ai.facebook.com/blog/democratizing-access-to-large-scale-language-models-with-opt-175b/) | Meta AI | no | | [0.791](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | [0.318](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | -| [palm-62b](https://arxiv.org/abs/2204.02311v5) | Google Research | no | | | | | | | | | | | | [0.770](https://arxiv.org/abs/2204.02311) | | | -| [palm-540b](https://arxiv.org/abs/2204.02311v5) | Google Research | no | | [0.838](https://arxiv.org/abs/2204.02311v5) | [0.834](https://arxiv.org/abs/2204.02311v5) | [0.836](https://ai.google/static/documents/palm2techreport.pdf) | [0.262](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.779](https://arxiv.org/abs/2204.02311v5) | [0.818](https://ai.google/static/documents/palm2techreport.pdf) | | [0.693](https://arxiv.org/abs/2204.02311v5) | | [0.814](https://ai.google/static/documents/palm2techreport.pdf) | [0.811](https://arxiv.org/abs/2204.02311) | [0.837](https://ai.google/static/documents/palm2techreport.pdf) | [0.851](https://arxiv.org/abs/2204.02311) | -| [palm-coder-540b](https://arxiv.org/abs/2204.02311) | Google Research | no | | | | | [0.359](https://ai.google/static/documents/palm2techreport.pdf) | | | | | | | | | | -| [palm-2-s](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | [0.820](https://ai.google/static/documents/palm2techreport.pdf) | | | [0.807](https://ai.google/static/documents/palm2techreport.pdf) | | | | [0.752](https://ai.google/static/documents/palm2techreport.pdf) | | [0.779](https://ai.google/static/documents/palm2techreport.pdf) | | -| [palm-2-s*](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | | [0.376](https://ai.google/static/documents/palm2techreport.pdf) | | | | | | | | | | -| [palm-2-m](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | [0.840](https://ai.google/static/documents/palm2techreport.pdf) | | | [0.837](https://ai.google/static/documents/palm2techreport.pdf) | | | | [0.817](https://ai.google/static/documents/palm2techreport.pdf) | | [0.792](https://ai.google/static/documents/palm2techreport.pdf) | | -| [palm-2-l](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | [0.868](https://ai.google/static/documents/palm2techreport.pdf) | | | [0.869](https://ai.google/static/documents/palm2techreport.pdf) | | | | [0.861](https://ai.google/static/documents/palm2techreport.pdf) | | [0.830](https://ai.google/static/documents/palm2techreport.pdf) | | -| [palm-2-l-instruct](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | | | | | | | | | | | [0.909](https://ai.google/static/documents/palm2techreport.pdf) | -| [replit-code-v1-3b](https://huggingface.co/replit/replit-code-v1-3b) | Replit | yes | | | | | [0.219](https://twitter.com/amasad/status/1651019556423598081/photo/2) | | | | | | | | | | -| [stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | Stability AI | yes | | | [0.533](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | -| [stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | Stability AI | no | [858](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | -| [starcoder-base-16b](https://huggingface.co/bigcode/starcoderbase) | BigCode | yes | | | | | [0.304](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | -| [starcoder-16b](https://huggingface.co/bigcode/starcoder) | BigCode | yes | | | | | [0.336](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | -| [starcoder-16b (prompted)](https://huggingface.co/bigcode/starcoder) | BigCode | yes | | | | | [0.408](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | -| [vicuna-13b](https://huggingface.co/lmsys/vicuna-13b-delta-v0) | Lmsys.org | no | [1169](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| Model Name | Publisher | Open? | Chatbot Arena Elo | HellaSwag (few-shot) | HellaSwag (zero-shot) | HellaSwag (one-shot) | HumanEval-Python (pass@1) | LAMBADA (zero-shot) | LAMBADA (one-shot) | MMLU (zero-shot) | MMLU (few-shot) | TriviaQA (zero-shot) | TriviaQA (one-shot) | WinoGrande (zero-shot) | WinoGrande (one-shot) | WinoGrande (few-shot) | +| ----------------------------------------------------------------------------------------------------------- | ------------------- | ----- | ------------------------------------------------ | -------------------------------------------------------------------- | --------------------------------------------- | --------------------------------------------------------------- | ------------------------------------------------------------------------------- | --------------------------------------------- | --------------------------------------------------------------- | ---------------------------------------------------------------------------------------- | -------------------------------------------------------------------- | --------------------------------------------- | --------------------------------------------------------------- | ------------------------------------------- | --------------------------------------------------------------- | --------------------------------------------------------------- | +| [alpaca-13b](https://crfm.stanford.edu/2023/03/13/alpaca.html) | Stanford | no | [1008](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [bloom-176b](https://huggingface.co/bigscience/bloom) | BigScience | yes | | [0.744](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | [0.155](https://huggingface.co/bigscience/bloom#results) | | | [0.299](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | +| [cerebras-gpt-7b](https://huggingface.co/cerebras/Cerebras-GPT-6.7B) | Cerebras | yes | | | [0.636](https://www.mosaicml.com/blog/mpt-7b) | | | [0.636](https://www.mosaicml.com/blog/mpt-7b) | | [0.259](https://www.mosaicml.com/blog/mpt-7b) | | [0.141](https://www.mosaicml.com/blog/mpt-7b) | | | | | +| [cerebras-gpt-13b](https://huggingface.co/cerebras/Cerebras-GPT-13B) | Cerebras | yes | | | [0.635](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [chatglm-6b](https://chatglm.cn/blog) | ChatGLM | yes | [985](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [chinchilla-70b](https://arxiv.org/abs/2203.15556v1) | DeepMind | no | | | [0.808](https://arxiv.org/abs/2203.15556v1) | | | [0.774](https://arxiv.org/abs/2203.15556v1) | | | [0.675](https://arxiv.org/abs/2203.15556v1) | | | [0.749](https://arxiv.org/abs/2203.15556v1) | | | +| [codex-12b / code-cushman-001](https://arxiv.org/abs/2107.03374) | OpenAI | no | | | | | [0.317](https://crfm.stanford.edu/helm/latest/?group=targeted_evaluations) | | | | | | | | | | +| [code-davinci-002](https://arxiv.org/abs/2207.10397v2) | OpenAI | no | | | | | [0.658](https://arxiv.org/abs/2207.10397v2) | | | | | | | | | | +| [codegen-16B-mono](https://huggingface.co/Salesforce/codegen-16B-mono) | Salesforce | yes | | | | | [0.293](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | +| [codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | Salesforce | yes | | | | | [0.183](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | +| [codegx-13b](http://keg.cs.tsinghua.edu.cn/codegeex/) | Tsinghua University | no | | | | | [0.229](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | +| [dolly-v2-12b](https://huggingface.co/databricks/dolly-v2-12b) | Databricks | yes | [944](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [eleuther-pythia-7b](https://huggingface.co/EleutherAI/pythia-6.9b) | EleutherAI | yes | | | [0.667](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [eleuther-pythia-12b](https://huggingface.co/EleutherAI/pythia-12b) | EleutherAI | yes | | | [0.704](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [fastchat-t5-3b](https://huggingface.co/lmsys/fastchat-t5-3b-v1.0) | Lmsys.org | yes | [951](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [gal-120b](https://arxiv.org/abs/2211.09085v1) | Meta AI | no | | | | | | | | [0.526](https://paperswithcode.com/paper/galactica-a-large-language-model-for-science-1) | | | | | | | +| [gpt-3-7b / curie](https://arxiv.org/abs/2005.14165) | OpenAI | no | | [0.682](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | [0.243](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | +| [gpt-3-175b / davinci](https://arxiv.org/abs/2005.14165) | OpenAI | no | | [0.793](https://arxiv.org/abs/2005.14165) | [0.789](https://arxiv.org/abs/2005.14165) | | | | | | [0.439](https://arxiv.org/abs/2005.14165) | | | [0.702](https://arxiv.org/abs/2005.14165v4) | | | +| [gpt-3.5-175b / text-davinci-003](https://arxiv.org/abs/2303.08774v3) | OpenAI | no | | [0.822](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | [0.481](https://arxiv.org/abs/2303.08774v3) | [0.762](https://arxiv.org/abs/2303.08774v3) | | | [0.569](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | [0.816](https://arxiv.org/abs/2303.08774v3) | +| [gpt-3.5-175b / code-davinci-002](https://platform.openai.com/docs/model-index-for-researchers) | OpenAI | no | | | | | [0.463](https://crfm.stanford.edu/helm/latest/?group=targeted_evaluations) | | | | | | | | | | +| [gpt-4](https://arxiv.org/abs/2303.08774v3) | OpenAI | no | | [0.953](https://arxiv.org/abs/2303.08774v3) | | | [0.670](https://arxiv.org/abs/2303.08774v3) | | | | [0.864](https://arxiv.org/abs/2303.08774v3) | | | | | [0.875](https://arxiv.org/abs/2303.08774v3) | +| [gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) | EleutherAI | yes | | [0.718](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.719](https://www.mosaicml.com/blog/mpt-7b) | | | [0.719](https://www.mosaicml.com/blog/mpt-7b) | | [0.269](https://www.mosaicml.com/blog/mpt-7b) | [0.276](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.347](https://www.mosaicml.com/blog/mpt-7b) | | | | | +| [gpt-j-6b](https://huggingface.co/EleutherAI/gpt-j-6b) | EleutherAI | yes | | [0.663](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.683](https://www.mosaicml.com/blog/mpt-7b) | | | [0.683](https://www.mosaicml.com/blog/mpt-7b) | | [0.261](https://www.mosaicml.com/blog/mpt-7b) | [0.249](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | [0.234](https://www.mosaicml.com/blog/mpt-7b) | | | | | +| [koala-13b](https://bair.berkeley.edu/blog/2023/04/03/koala/) | Berkeley BAIR | no | [1082](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [llama-7b](https://arxiv.org/abs/2302.13971) | Meta AI | no | | | [0.738](https://www.mosaicml.com/blog/mpt-7b) | | [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) | | [0.701](https://arxiv.org/abs/2302.13971v1) | | | +| [llama-13b](https://arxiv.org/abs/2302.13971) | Meta AI | no | [932](https://lmsys.org/blog/2023-05-03-arena/) | | [0.792](https://arxiv.org/abs/2302.13971) | | [0.158](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | [0.730](https://arxiv.org/abs/2302.13971v1) | | | +| [llama-33b](https://arxiv.org/abs/2302.13971) | Meta AI | no | | | [0.828](https://arxiv.org/abs/2302.13971) | | [0.217](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | [0.760](https://arxiv.org/abs/2302.13971v1) | | | +| [llama-65b](https://arxiv.org/abs/2302.13971) | Meta AI | no | | | [0.842](https://arxiv.org/abs/2302.13971) | | [0.237](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | [0.634](https://arxiv.org/abs/2302.13971v1) | | | [0.770](https://arxiv.org/abs/2302.13971v1) | | | +| [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | MosaicML | yes | | | [0.761](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [oasst-pythia-12b](https://huggingface.co/OpenAssistant/pythia-12b-pre-v8-12.5k-steps) | Open Assistant | yes | [1065](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [opt-7b](https://huggingface.co/facebook/opt-6.7b) | Meta AI | no | | | [0.677](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [opt-13b](https://huggingface.co/facebook/opt-13b) | Meta AI | no | | | [0.692](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [opt-66b](https://huggingface.co/facebook/opt-66b) | Meta AI | no | | [0.745](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | [0.276](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | +| [opt-175b](https://ai.facebook.com/blog/democratizing-access-to-large-scale-language-models-with-opt-175b/) | Meta AI | no | | [0.791](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | | [0.318](https://crfm.stanford.edu/helm/latest/?group=core_scenarios) | | | | | | +| [palm-62b](https://arxiv.org/abs/2204.02311v5) | Google Research | no | | | | | | | | | | | | [0.770](https://arxiv.org/abs/2204.02311) | | | +| [palm-540b](https://arxiv.org/abs/2204.02311v5) | Google Research | no | | [0.838](https://arxiv.org/abs/2204.02311v5) | [0.834](https://arxiv.org/abs/2204.02311v5) | [0.836](https://ai.google/static/documents/palm2techreport.pdf) | [0.262](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.779](https://arxiv.org/abs/2204.02311v5) | [0.818](https://ai.google/static/documents/palm2techreport.pdf) | | [0.693](https://arxiv.org/abs/2204.02311v5) | | [0.814](https://ai.google/static/documents/palm2techreport.pdf) | [0.811](https://arxiv.org/abs/2204.02311) | [0.837](https://ai.google/static/documents/palm2techreport.pdf) | [0.851](https://arxiv.org/abs/2204.02311) | +| [palm-coder-540b](https://arxiv.org/abs/2204.02311) | Google Research | no | | | | | [0.359](https://ai.google/static/documents/palm2techreport.pdf) | | | | | | | | | | +| [palm-2-s](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | [0.820](https://ai.google/static/documents/palm2techreport.pdf) | | | [0.807](https://ai.google/static/documents/palm2techreport.pdf) | | | | [0.752](https://ai.google/static/documents/palm2techreport.pdf) | | [0.779](https://ai.google/static/documents/palm2techreport.pdf) | | +| [palm-2-s*](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | | [0.376](https://ai.google/static/documents/palm2techreport.pdf) | | | | | | | | | | +| [palm-2-m](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | [0.840](https://ai.google/static/documents/palm2techreport.pdf) | | | [0.837](https://ai.google/static/documents/palm2techreport.pdf) | | | | [0.817](https://ai.google/static/documents/palm2techreport.pdf) | | [0.792](https://ai.google/static/documents/palm2techreport.pdf) | | +| [palm-2-l](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | [0.868](https://ai.google/static/documents/palm2techreport.pdf) | | | [0.869](https://ai.google/static/documents/palm2techreport.pdf) | | | | [0.861](https://ai.google/static/documents/palm2techreport.pdf) | | [0.830](https://ai.google/static/documents/palm2techreport.pdf) | | +| [palm-2-l-instruct](https://ai.google/static/documents/palm2techreport.pdf) | Google Research | no | | | | | | | | | | | | | | [0.909](https://ai.google/static/documents/palm2techreport.pdf) | +| [replit-code-v1-3b](https://huggingface.co/replit/replit-code-v1-3b) | Replit | yes | | | | | [0.219](https://twitter.com/amasad/status/1651019556423598081/photo/2) | | | | | | | | | | +| [stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | Stability AI | yes | | | [0.533](https://www.mosaicml.com/blog/mpt-7b) | | | [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) | | | | | +| [stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | Stability AI | no | [858](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | +| [starcoder-base-16b](https://huggingface.co/bigcode/starcoderbase) | BigCode | yes | | | | | [0.304](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | +| [starcoder-16b](https://huggingface.co/bigcode/starcoder) | BigCode | yes | | | | | [0.336](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | +| [starcoder-16b (prompted)](https://huggingface.co/bigcode/starcoder) | BigCode | yes | | | | | [0.408](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | | | | | | | | | +| [vicuna-13b](https://huggingface.co/lmsys/vicuna-13b-delta-v0) | Lmsys.org | no | [1169](https://lmsys.org/blog/2023-05-03-arena/) | | | | | | | | | | | | | | ## Benchmarks