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#QLoRA

2 posts tagged "qlora"

3

Part 3 — Hugging Face 實戰(三):微調實戰 — Datasets、Trainer 與 LoRA/QLoRA

什麼時候才該微調?從資料準備、LoRA/QLoRA 原理、TRL SFTTrainer 完整訓練程式碼,到評估、合併、量化與部署的全流程。含超參數決策表與六種失敗模式診斷。

Aug 15, 2026 ·28 min
21

Part 21 — AI 工程從零開始|Phase 10 Part 3:LLM 微調 — LoRA、QLoRA 與指令對齊

深入解析 LLM 微調策略:LoRA/QLoRA 低秩分解原理、SFT 指令資料品質、PEFT 家族比較、微調陷阱與生產部署的工程決策

Jun 21, 2026 ·23 min

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