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News/Data Quality over Capacity: Internalizing Documents into LoRA Adapters for Closed-Book QA
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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Data Quality over Capacity: Internalizing Documents into LoRA Adapters for Closed-Book QA

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arXiv:2607.21861v1 Announce Type: new Abstract: We study baking documents directly into the weights of a 4-bit Gemma-4-e4b model via LoRA, so a system can answer questions about a corpus closed-book: no retrieval and no context-window budget. Across roughly 100 training runs from single documents to

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