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How do I prepare a clean JSON training dataset from raw text files to fine-tune an open source model for summarization?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do I prepare a clean JSON training dataset from raw text files to fine-tune an open source model for summarization?
1 real search · 1 real-search pass
Hugging Face TRL SFTTrainer dataset formats conversational prompt completion documentation JSONL summarization datasetGoogle ↗
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Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

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ChatGPT1 real searches · gpt-6
Hugging Face TRL SFTTrainer dataset formats conversational prompt completion documentation JSONL summarization dataset Google ↗

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Hugging Face TRL SFTTrainer dataset formats conversational prompt completion documentation JSONL summarization dataset
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