Tag: #sft
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 1 posts
LLM Fine-Tuning 2026 Deep Dive — LoRA · QLoRA · DoRA · GaLore · Unsloth · Axolotl · TRL · PEFT · MLX-LM Complete Guide
In 2026, the LLM fine-tuning ecosystem has exploded from the simple adapters of LoRA into a sprawling tree — QLoRA at 4-bit, DoRA with weight decomposition, GaLore with gradient projection. Hugging Face PEFT 0.14 and TRL
2026-05-16 · 24 min read #llm-fine-tuning#lora#qlora#dora#galore