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README.md
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General Benchmark
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| Model | GSM8K 8-shot | Math 4-shot | GPQA 0-shot | IFEval 3-shot | MMLU-Pro 5-shot | MMLU 0-shot | PiQA 3-shot | MUSR 0-shot | TruthfulQA 3-shot / Avg. |
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| LLAMA3.1-8B | 48.98 | 17.78 | 12.5 | 16.67 | 35.21 | 63.27 | 81.77 | 38.1 | 28.52 |
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| LLAMA3.1-8B-INSTRUCT | 77.41 | 34.1 | 12.72 | 57.67 | 40.77 | 68.1 | 82.1 | 39.81 | 36.47 |
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| **LLaMA3.1-8B-RoleMRC-SFT** | 56.18 | 12.78 | 19.64 | 42.09 | 31.58 | 59.3 | 82.64 | 40.34 | 35.01 |
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| LLaMA3.1-8B-RoleMRC-DPO | 58.53 | 13.5 | 20.09 | 46.64 | 31.8 | 59.96 | 82.7 | 39.42 | 37.33 |
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## Evaluation Details
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Five conditional benchmarks, using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness):
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General Benchmark
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| Model | GSM8K 8-shot | Math 4-shot | GPQA 0-shot | IFEval 3-shot | MMLU-Pro 5-shot | MMLU 0-shot | PiQA 3-shot | MUSR 0-shot | TruthfulQA 3-shot| / Avg. |
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| LLAMA3.1-8B | 48.98 | 17.78 | 12.5 | 16.67 | 35.21 | 63.27 | 81.77 | 38.1 | 28.52 | 38.09 |
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| LLAMA3.1-8B-INSTRUCT | 77.41 | 34.1 | 12.72 | 57.67 | 40.77 | 68.1 | 82.1 | 39.81 | 36.47 | 49.91 |
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| **LLaMA3.1-8B-RoleMRC-SFT** | 56.18 | 12.78 | 19.64 | 42.09 | 31.58 | 59.3 | 82.64 | 40.34 | 35.01 | 42.17 |
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| LLaMA3.1-8B-RoleMRC-DPO | 58.53 | 13.5 | 20.09 | 46.64 | 31.8 | 59.96 | 82.7 | 39.42 | 37.33 | 43.33 |
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## Evaluation Details
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Five conditional benchmarks, using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness):
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