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Adding Evaluation Results (#1)
Browse files- Adding Evaluation Results (c33492aca896ecc9b17097fbef79bc017e77c97e)
Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>
README.md
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---
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license: apache-2.0
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datasets:
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- EleutherAI/pile
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- togethercomputer/RedPajama-Data-1T
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- p208p2002/wudao
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language:
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- en
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- zh
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library_name: transformers
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widget:
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- text:
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---
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## MiniMA-2-3B
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@@ -83,3 +186,17 @@ output = tokenizer.decode(output_ids, skip_special_tokens=True).strip()
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url={https://arxiv.org/abs/2311.07052}
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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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- zh
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license: apache-2.0
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library_name: transformers
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datasets:
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- EleutherAI/pile
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- togethercomputer/RedPajama-Data-1T
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- p208p2002/wudao
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widget:
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- text: <s> 4 + 3 =
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model-index:
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- name: MiniMA-2-3B
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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: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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metrics:
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- type: acc_norm
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value: 44.71
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=GeneZC/MiniMA-2-3B
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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: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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value: 69.33
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=GeneZC/MiniMA-2-3B
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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 (5-Shot)
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type: cais/mmlu
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config: all
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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: 41.22
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=GeneZC/MiniMA-2-3B
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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: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 38.44
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=GeneZC/MiniMA-2-3B
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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: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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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: 66.69
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=GeneZC/MiniMA-2-3B
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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: GSM8k (5-shot)
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type: gsm8k
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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: 8.11
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=GeneZC/MiniMA-2-3B
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name: Open LLM Leaderboard
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---
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## MiniMA-2-3B
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url={https://arxiv.org/abs/2311.07052}
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}
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_GeneZC__MiniMA-2-3B)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |44.75|
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|AI2 Reasoning Challenge (25-Shot)|44.71|
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|HellaSwag (10-Shot) |69.33|
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|MMLU (5-Shot) |41.22|
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|TruthfulQA (0-shot) |38.44|
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|Winogrande (5-shot) |66.69|
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|GSM8k (5-shot) | 8.11|
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