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o1 Replication Journey - Part 2 Shows that combining simple distillation from O1's API with supervised fine-tuning significantly boosts performance on complex math reasoning tasks. "A base model fine-tuned on simply tens of thousands of samples O1-distilled long-thought chains outperform o1-preview on the American Invitational Mathematics Examination (AIME) with minimal technical complexity."
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"full_text": "o1 Replication Journey - Part 2\n\nShows that combining simple distillation from O1's API with supervised fine-tuning significantly boosts performance on complex math reasoning tasks.\n\n\"A base model fine-tuned on simply tens of thousands of samples O1-distilled long-thought chains outperform o1-preview on the American Invitational Mathematics Examination (AIME) with minimal technical complexity.\"",
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