LoRA fine-tuning trainer on a laptop screen

From-Scratch LoRA Fine‑Tuning Trainer with Manual Gradient Checkpointing and Adapter Merging in Pure PyTorch

A hands‑on guide to implementing LoRA fine‑tuning with manual gradient checkpointing and adapter merging in pure PyTorch, ready to run and extend.

October 31, 2026 · 7 min · 1453 words · martinuke0
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