Adding Evaluation Results
Browse filesThis is an automated PR created with https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr
The purpose of this PR is to add evaluation results from the Open LLM Leaderboard to your model card.
If you encounter any issues, please report them to https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr/discussions
README.md
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---
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library_name: transformers
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license: mit
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---
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This repository contains the model release for the joint use of [CPO](https://arxiv.org/abs/2401.08417) and [SimPO](https://github.com/princeton-nlp/SimPO) (CPO-SimPO), please find more details in our [github](https://github.com/fe1ixxu/CPO_SIMPO)!
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---
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license: mit
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library_name: transformers
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model-index:
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- name: Llama-3-Instruct-8B-CPO-SimPO
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: IFEval (0-Shot)
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type: HuggingFaceH4/ifeval
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args:
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num_few_shot: 0
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metrics:
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- type: inst_level_strict_acc and prompt_level_strict_acc
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value: 70.46
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name: strict accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=haoranxu/Llama-3-Instruct-8B-CPO-SimPO
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: BBH (3-Shot)
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type: BBH
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args:
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num_few_shot: 3
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metrics:
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- type: acc_norm
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value: 29.76
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=haoranxu/Llama-3-Instruct-8B-CPO-SimPO
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MATH Lvl 5 (4-Shot)
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type: hendrycks/competition_math
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args:
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num_few_shot: 4
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metrics:
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- type: exact_match
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value: 7.7
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name: exact match
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=haoranxu/Llama-3-Instruct-8B-CPO-SimPO
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GPQA (0-shot)
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type: Idavidrein/gpqa
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args:
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num_few_shot: 0
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metrics:
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- type: acc_norm
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value: 5.7
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name: acc_norm
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=haoranxu/Llama-3-Instruct-8B-CPO-SimPO
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MuSR (0-shot)
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type: TAUR-Lab/MuSR
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args:
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num_few_shot: 0
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metrics:
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- type: acc_norm
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value: 3.42
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name: acc_norm
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=haoranxu/Llama-3-Instruct-8B-CPO-SimPO
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU-PRO (5-shot)
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type: TIGER-Lab/MMLU-Pro
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 29.84
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name: accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=haoranxu/Llama-3-Instruct-8B-CPO-SimPO
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name: Open LLM Leaderboard
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---
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This repository contains the model release for the joint use of [CPO](https://arxiv.org/abs/2401.08417) and [SimPO](https://github.com/princeton-nlp/SimPO) (CPO-SimPO), please find more details in our [github](https://github.com/fe1ixxu/CPO_SIMPO)!
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_haoranxu__Llama-3-Instruct-8B-CPO-SimPO)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |24.48|
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|IFEval (0-Shot) |70.46|
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|BBH (3-Shot) |29.76|
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|MATH Lvl 5 (4-Shot)| 7.70|
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|GPQA (0-shot) | 5.70|
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|MuSR (0-shot) | 3.42|
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|MMLU-PRO (5-shot) |29.84|
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