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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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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- mistral |
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- trl |
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- sft |
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base_model: HuggingFaceH4/zephyr-7b-beta |
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model-index: |
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- name: Athena-zephyr-7B |
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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: 56.14 |
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name: normalized accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NotAiLOL/Athena-zephyr-7B |
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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: 81.63 |
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name: normalized accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NotAiLOL/Athena-zephyr-7B |
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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: 59.8 |
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name: accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NotAiLOL/Athena-zephyr-7B |
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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: 54.2 |
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source: |
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url: >- |
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NotAiLOL/Athena-zephyr-7B |
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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: 76.16 |
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name: accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NotAiLOL/Athena-zephyr-7B |
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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: 28.13 |
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name: accuracy |
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source: |
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url: >- |
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=NotAiLOL/Athena-zephyr-7B |
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name: Open LLM Leaderboard |
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datasets: |
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- nickrosh/Evol-Instruct-Code-80k-v1 |
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--- |
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--- |
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# Uploaded model |
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- **Developed by:** NotAiLOL |
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- **License:** apache-2.0 |
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- **Finetuned from model :** HuggingFaceH4/zephyr-7b-beta |
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This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
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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_NotAiLOL__Athena-zephyr-7B) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |59.34| |
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|AI2 Reasoning Challenge (25-Shot)|56.14| |
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|HellaSwag (10-Shot) |81.63| |
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|MMLU (5-Shot) |59.80| |
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|TruthfulQA (0-shot) |54.20| |
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|Winogrande (5-shot) |76.16| |
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|GSM8k (5-shot) |28.13| |
