Adding Evaluation Results
#2
by
leaderboard-pr-bot
- opened
README.md
CHANGED
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---
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license: apache-2.0
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datasets:
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- openbmb/UltraFeedback
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language:
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- en
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pipeline_tag: text-generation
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---
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Self-Play Preference Optimization for Language Model Alignment (https://arxiv.org/abs/2405.00675)
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@@ -75,4 +170,17 @@ The following hyperparameters were used during training:
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archivePrefix={arXiv},
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primaryClass={cs.LG}
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}
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-
```
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---
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language:
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- en
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license: apache-2.0
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datasets:
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- openbmb/UltraFeedback
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pipeline_tag: text-generation
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model-index:
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- name: Llama-3-Instruct-8B-SPPO-Iter3
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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: 68.28
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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=UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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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: 29.74
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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=UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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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: 7.33
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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=UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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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: 2.01
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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=UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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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: 3.09
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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=UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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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: 29.38
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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=UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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name: Open LLM Leaderboard
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---
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Self-Play Preference Optimization for Language Model Alignment (https://arxiv.org/abs/2405.00675)
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archivePrefix={arXiv},
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primaryClass={cs.LG}
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}
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```
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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_UCLA-AGI__Llama-3-Instruct-8B-SPPO-Iter3)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |23.68|
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|IFEval (0-Shot) |68.28|
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|BBH (3-Shot) |29.74|
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|MATH Lvl 5 (4-Shot)| 7.33|
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|GPQA (0-shot) | 2.01|
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|MuSR (0-shot) | 3.09|
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|MMLU-PRO (5-shot) |29.38|
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