Adding Evaluation Results
#4
by
tejeshbhalla
- opened
README.md
CHANGED
@@ -1,3 +1,113 @@
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This repo is for letting people reproduce Reflection-70B benchmark scores.
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[https://glaive.ai/blog/post/reflection-postmortem](https://glaive.ai/blog/post/reflection-postmortem)
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---
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model-index:
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- name: Reflection-Llama-3.1-70B
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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: 59.91
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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=glaiveai/Reflection-Llama-3.1-70B
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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: 37.96
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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=glaiveai/Reflection-Llama-3.1-70B
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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: 0.0
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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=glaiveai/Reflection-Llama-3.1-70B
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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: 8.61
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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=glaiveai/Reflection-Llama-3.1-70B
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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: 13.72
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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=glaiveai/Reflection-Llama-3.1-70B
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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: 59.35
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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=glaiveai/Reflection-Llama-3.1-70B
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name: Open LLM Leaderboard
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---
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This repo is for letting people reproduce Reflection-70B benchmark scores.
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[https://glaive.ai/blog/post/reflection-postmortem](https://glaive.ai/blog/post/reflection-postmortem)
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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_glaiveai__Reflection-Llama-3.1-70B)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |29.92|
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|IFEval (0-Shot) |59.91|
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|BBH (3-Shot) |37.96|
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|MATH Lvl 5 (4-Shot)| 0.00|
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|GPQA (0-shot) | 8.61|
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|MuSR (0-shot) |13.72|
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|MMLU-PRO (5-shot) |59.35|
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