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Исследования2026年9月30日

Is Human-Readable Text Necessary for Effective LLM Fine-Tuning?

arXiv:2609.35868v1 Announce Type: new Abstract: Is human readability necessary for effective fine-tuning of large language models? We investigate whether model-conditioned training representations can preserve or improve adaptation utility without requiring a human-readable…

Jinhao Zhang, Zeyu Liu, Zicheng Yan, Yunquan Zhang, Daning Cheng, Song Tang·arXiv — cs.AI
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  • 01.arXiv:2609.35868v1 Announce Type: new Abstract: Is human readability necessary for effective fine-tuning of large language models
  • 02.We investigate whether model-conditioned training representations can preserve or improve adaptation utility without requiring a human-readable…

This material is provided as an extended analytical summary.

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