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- Step-by-step PPO enhanced [mistral-7b-sft](https://huggingface.co/peiyi9979/mistral-7b-sft).
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  PRM: [math-shepherd-mistral-7b-prm](https://huggingface.co/peiyi9979/math-shepherd-mistral-7b-prm).
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- We use questions in MetaMATH [1] for PPO training.
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  Pass@1:
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  - GSM8K: 84.1
 
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+ Base model: [mistral-7b-sft](https://huggingface.co/peiyi9979/mistral-7b-sft).
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  PRM: [math-shepherd-mistral-7b-prm](https://huggingface.co/peiyi9979/math-shepherd-mistral-7b-prm).
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+ PPO questions: questions in MetaMATH [1].
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  Pass@1:
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  - GSM8K: 84.1