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Add aditional LAMBADA entries

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  1. README.md +37 -36
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@@ -22,42 +22,43 @@ We are always happy for contributions! You can contribute by the following:
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  ## Leaderboard
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- | Model Name | Chatbot Arena Elo | HumanEval-Python (pass@1) | LAMBADA (zero-shot) | TriviaQA (zero-shot) |
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- | ------------------------------------------------------------------------------------------- | ------------------------------------------------ | ------------------------------------------------------------------------------ | --------------------------------------------- | --------------------------------------------- |
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- | [alpaca-13b](https://crfm.stanford.edu/2023/03/13/alpaca.html) | [1008](https://lmsys.org/blog/2023-05-03-arena/) | | | |
28
- | [cerebras-gpt-7b](https://huggingface.co/cerebras/Cerebras-GPT-6.7B) | | | [0.636](https://www.mosaicml.com/blog/mpt-7b) | [0.141](https://www.mosaicml.com/blog/mpt-7b) |
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- | [cerebras-gpt-13b](https://huggingface.co/cerebras/Cerebras-GPT-13B) | | | [0.635](https://www.mosaicml.com/blog/mpt-7b) | [0.146](https://www.mosaicml.com/blog/mpt-7b) |
30
- | [chatglm-6b](https://chatglm.cn/blog) | [985](https://lmsys.org/blog/2023-05-03-arena/) | | | |
31
- | [code-cushman-001](https://arxiv.org/abs/2107.03374) | | [33.5](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
32
- | [code-davinci-002](https://arxiv.org/abs/2207.10397v2) | | [65.8](https://arxiv.org/abs/2207.10397v2) | | |
33
- | [codegen-16B-mono](https://huggingface.co/Salesforce/codegen-16B-mono) | | [29.3](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
34
- | [codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | | [18.3](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
35
- | [codegx-13b](http://keg.cs.tsinghua.edu.cn/codegeex/) | | [22.9](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [codex-12b](https://arxiv.org/abs/2107.03374v2) | | [28.81](https://arxiv.org/abs/2107.03374v2) | | |
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- | [dolly-v2-12b](https://huggingface.co/databricks/dolly-v2-12b) | [944](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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- | [eleuther-pythia-7b](https://huggingface.co/EleutherAI/pythia-6.9b) | | | [0.667](https://www.mosaicml.com/blog/mpt-7b) | [0.198](https://www.mosaicml.com/blog/mpt-7b) |
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- | [eleuther-pythia-12b](https://huggingface.co/EleutherAI/pythia-12b) | | | [0.704](https://www.mosaicml.com/blog/mpt-7b) | [0.233](https://www.mosaicml.com/blog/mpt-7b) |
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- | [fastchat-t5-3b](https://huggingface.co/lmsys/fastchat-t5-3b-v1.0) | [951](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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- | [gpt-3.5-175b](https://arxiv.org/abs/2303.08774v3) | | [48.1](https://arxiv.org/abs/2303.08774v3) | | |
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- | [gpt-4](https://arxiv.org/abs/2303.08774v3) | | [67.0](https://arxiv.org/abs/2303.08774v3) | | |
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- | [gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) | | | [0.719](https://www.mosaicml.com/blog/mpt-7b) | [0.347](https://www.mosaicml.com/blog/mpt-7b) |
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- | [gptj-6b](https://huggingface.co/EleutherAI/gpt-j-6b) | | | [0.683](https://www.mosaicml.com/blog/mpt-7b) | [0.234](https://www.mosaicml.com/blog/mpt-7b) |
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- | [koala-13b](https://bair.berkeley.edu/blog/2023/04/03/koala/) | [1082](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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- | [llama-7b](https://arxiv.org/abs/2302.13971) | | [10.5](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.738](https://www.mosaicml.com/blog/mpt-7b) | [0.443](https://www.mosaicml.com/blog/mpt-7b) |
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- | [llama-13b](https://arxiv.org/abs/2302.13971) | [932](https://lmsys.org/blog/2023-05-03-arena/) | [15.8](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [llama-33b](https://arxiv.org/abs/2302.13971) | | [21.7](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [llama-65b](https://arxiv.org/abs/2302.13971) | | [23.7](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | | | [0.702](https://www.mosaicml.com/blog/mpt-7b) | [0.343](https://www.mosaicml.com/blog/mpt-7b) |
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- | [oasst-pythia-12b](https://huggingface.co/OpenAssistant/pythia-12b-pre-v8-12.5k-steps) | [1065](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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- | [opt-7b](https://huggingface.co/facebook/opt-6.7b) | | | [0.677](https://www.mosaicml.com/blog/mpt-7b) | [0.227](https://www.mosaicml.com/blog/mpt-7b) |
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- | [opt-13b](https://huggingface.co/facebook/opt-13b) | | | [0.692](https://www.mosaicml.com/blog/mpt-7b) | [0.282](https://www.mosaicml.com/blog/mpt-7b) |
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- | [palm-540b](https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html) | | [26.2](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | | | [0.533](https://www.mosaicml.com/blog/mpt-7b) | [0.049](https://www.mosaicml.com/blog/mpt-7b) |
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- | [stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | [858](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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- | [starcoder-base-16B](https://huggingface.co/bigcode/starcoderbase) | | [30.4](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [starcoder-16B](https://huggingface.co/bigcode/starcoder) | | [33.6](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [starcoder-16B (prompted)](https://huggingface.co/bigcode/starcoder) | | [40.8](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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- | [vicuna-13b](https://huggingface.co/lmsys/vicuna-13b-delta-v0) | [1169](https://lmsys.org/blog/2023-05-03-arena/) | | | |
 
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  ## Benchmarks
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  ## Leaderboard
24
 
25
+ | Model Name | Chatbot Arena Elo | HumanEval-Python (pass@1) | LAMBADA (zero-shot) | TriviaQA (zero-shot) |
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+ | -------------------------------------------------------------------------------------- | ------------------------------------------------ | ------------------------------------------------------------------------------ | --------------------------------------------- | --------------------------------------------- |
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+ | [alpaca-13b](https://crfm.stanford.edu/2023/03/13/alpaca.html) | [1008](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [cerebras-gpt-7b](https://huggingface.co/cerebras/Cerebras-GPT-6.7B) | | | [0.636](https://www.mosaicml.com/blog/mpt-7b) | [0.141](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [cerebras-gpt-13b](https://huggingface.co/cerebras/Cerebras-GPT-13B) | | | [0.635](https://www.mosaicml.com/blog/mpt-7b) | [0.146](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [chatglm-6b](https://chatglm.cn/blog) | [985](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [chinchilla-70b](https://arxiv.org/abs/2203.15556v1) | | | [0.774](https://arxiv.org/abs/2203.15556v1) | |
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+ | [code-cushman-001](https://arxiv.org/abs/2107.03374) | | [33.5](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [code-davinci-002](https://arxiv.org/abs/2207.10397v2) | | [65.8](https://arxiv.org/abs/2207.10397v2) | | |
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+ | [codegen-16B-mono](https://huggingface.co/Salesforce/codegen-16B-mono) | | [29.3](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | | [18.3](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [codegx-13b](http://keg.cs.tsinghua.edu.cn/codegeex/) | | [22.9](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [codex-12b](https://arxiv.org/abs/2107.03374v2) | | [28.81](https://arxiv.org/abs/2107.03374v2) | | |
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+ | [dolly-v2-12b](https://huggingface.co/databricks/dolly-v2-12b) | [944](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [eleuther-pythia-7b](https://huggingface.co/EleutherAI/pythia-6.9b) | | | [0.667](https://www.mosaicml.com/blog/mpt-7b) | [0.198](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [eleuther-pythia-12b](https://huggingface.co/EleutherAI/pythia-12b) | | | [0.704](https://www.mosaicml.com/blog/mpt-7b) | [0.233](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [fastchat-t5-3b](https://huggingface.co/lmsys/fastchat-t5-3b-v1.0) | [951](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [gpt-3.5-175b](https://arxiv.org/abs/2303.08774v3) | | [48.1](https://arxiv.org/abs/2303.08774v3) | [0.762](https://arxiv.org/abs/2303.08774v3) | |
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+ | [gpt-4](https://arxiv.org/abs/2303.08774v3) | | [67.0](https://arxiv.org/abs/2303.08774v3) | | |
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+ | [gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) | | | [0.719](https://www.mosaicml.com/blog/mpt-7b) | [0.347](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [gptj-6b](https://huggingface.co/EleutherAI/gpt-j-6b) | | | [0.683](https://www.mosaicml.com/blog/mpt-7b) | [0.234](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [koala-13b](https://bair.berkeley.edu/blog/2023/04/03/koala/) | [1082](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [llama-7b](https://arxiv.org/abs/2302.13971) | | [10.5](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.738](https://www.mosaicml.com/blog/mpt-7b) | [0.443](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [llama-13b](https://arxiv.org/abs/2302.13971) | [932](https://lmsys.org/blog/2023-05-03-arena/) | [15.8](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [llama-33b](https://arxiv.org/abs/2302.13971) | | [21.7](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [llama-65b](https://arxiv.org/abs/2302.13971) | | [23.7](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [mpt-7b](https://huggingface.co/mosaicml/mpt-7b) | | | [0.702](https://www.mosaicml.com/blog/mpt-7b) | [0.343](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [oasst-pythia-12b](https://huggingface.co/OpenAssistant/pythia-12b-pre-v8-12.5k-steps) | [1065](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [opt-7b](https://huggingface.co/facebook/opt-6.7b) | | | [0.677](https://www.mosaicml.com/blog/mpt-7b) | [0.227](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [opt-13b](https://huggingface.co/facebook/opt-13b) | | | [0.692](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) | | [26.2](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | [0.779](https://arxiv.org/abs/2204.02311v5) | |
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+ | [stablelm-base-alpha-7b](https://huggingface.co/stabilityai/stablelm-base-alpha-7b) | | | [0.533](https://www.mosaicml.com/blog/mpt-7b) | [0.049](https://www.mosaicml.com/blog/mpt-7b) |
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+ | [stablelm-tuned-alpha-7b](https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b) | [858](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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+ | [starcoder-base-16B](https://huggingface.co/bigcode/starcoderbase) | | [30.4](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [starcoder-16B](https://huggingface.co/bigcode/starcoder) | | [33.6](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [starcoder-16B (prompted)](https://huggingface.co/bigcode/starcoder) | | [40.8](https://drive.google.com/file/d/1cN-b9GnWtHzQRoE7M7gAEyivY0kl4BYs/view) | | |
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+ | [vicuna-13b](https://huggingface.co/lmsys/vicuna-13b-delta-v0) | [1169](https://lmsys.org/blog/2023-05-03-arena/) | | | |
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  ## Benchmarks
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