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Agent Skills Guide

qlora

published 2026/01/27

Memory-efficient fine-tuning with 4-bit quantization and LoRA adapters. Use when fine-tuning large models (7B+) on consumer GPUs, when VRAM is limited, or when standard LoRA still exceeds memory. Builds on the lora skill.

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add itsmostafa/llm-engineering-skills/skills/qlora

Local download

Download only this skill directory.

Download qlora only
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