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Open Source13 min

Adapting DeepSeek to Your Domain with LoRA: Implementation and Ops

Kenji WatanabeML Platform Engineer
2026-04-1913 min
DeepSeekLoRAFine-tuningDomain AdaptationPEFT

This article is published in Japanese. Summary in English below:

Adapting DeepSeek to Your Domain with LoRA: Implementation and OpsAdapting DeepSeek V2.5/V3.2 to internal domains (manufacturing FAQ, medical reports, legal Q&A) via LoRA: training pipeline, evaluation design and runtime adapter switching with vLLM.

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