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--- |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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base_model: |
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- huihui-ai/Llama-3.2-3B-Instruct-abliterated |
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- bunnycore/Llama-3.2-3B-CodeReactor |
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- bunnycore/Llama-3.2-3B-Mix-Skill |
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- bunnycore/Llama-3.2-3B-All-Mix |
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- bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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- bunnycore/Llama-3.2-3B-Sci-Think |
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- bunnycore/Llama-3.2-3B-Long-Think |
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- bunnycore/Llama-3.2-3B-Booval |
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- bunnycore/Llama-3.2-3B-ProdigyPlus |
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- bunnycore/Llama-3.2-3B-Pure-RP |
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model-index: |
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- name: Llama-3.2-3B-ProdigyPlusPlus |
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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: 16.45 |
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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=bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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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: 11.56 |
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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=bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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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: 2.95 |
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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=bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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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: 0.45 |
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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=bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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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: 1.7 |
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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=bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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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: 5.56 |
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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=bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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name: Open LLM Leaderboard |
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--- |
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# merge |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [huihui-ai/Llama-3.2-3B-Instruct-abliterated](https://huggingface.co/huihui-ai/Llama-3.2-3B-Instruct-abliterated) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [bunnycore/Llama-3.2-3B-CodeReactor](https://huggingface.co/bunnycore/Llama-3.2-3B-CodeReactor) |
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* [bunnycore/Llama-3.2-3B-Mix-Skill](https://huggingface.co/bunnycore/Llama-3.2-3B-Mix-Skill) |
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* [bunnycore/Llama-3.2-3B-All-Mix](https://huggingface.co/bunnycore/Llama-3.2-3B-All-Mix) |
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* [bunnycore/Llama-3.2-3B-ProdigyPlusPlus](https://huggingface.co/bunnycore/Llama-3.2-3B-ProdigyPlusPlus) |
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* [bunnycore/Llama-3.2-3B-Sci-Think](https://huggingface.co/bunnycore/Llama-3.2-3B-Sci-Think) |
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* [bunnycore/Llama-3.2-3B-Long-Think](https://huggingface.co/bunnycore/Llama-3.2-3B-Long-Think) |
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* [bunnycore/Llama-3.2-3B-Booval](https://huggingface.co/bunnycore/Llama-3.2-3B-Booval) |
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* [bunnycore/Llama-3.2-3B-ProdigyPlus](https://huggingface.co/bunnycore/Llama-3.2-3B-ProdigyPlus) |
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* [bunnycore/Llama-3.2-3B-Pure-RP](https://huggingface.co/bunnycore/Llama-3.2-3B-Pure-RP) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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models: |
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- model: bunnycore/Llama-3.2-3B-Sci-Think |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-CodeReactor |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-Long-Think |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-Pure-RP |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-Booval |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-Mix-Skill |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-ProdigyPlus |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-All-Mix |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: bunnycore/Llama-3.2-3B-ProdigyPlusPlus |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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merge_method: ties |
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base_model: huihui-ai/Llama-3.2-3B-Instruct-abliterated |
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parameters: |
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normalize: false |
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int8_mask: true |
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dtype: float16 |
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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_bunnycore__Llama-3.2-3B-ProdigyPlusPlus) |
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| Metric |Value| |
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|-------------------|----:| |
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|Avg. | 6.44| |
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|IFEval (0-Shot) |16.45| |
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|BBH (3-Shot) |11.56| |
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|MATH Lvl 5 (4-Shot)| 2.95| |
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|GPQA (0-shot) | 0.45| |
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|MuSR (0-shot) | 1.70| |
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|MMLU-PRO (5-shot) | 5.56| |
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