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lora-qlora-recipes

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By wshobson/agents (GitHub) · coding · 42,412 stars · scanned at commit 9c61ab2

Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, choosing rank/alpha/target modules, or deciding between LoRA, QLoRA, and full fine-tuning.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'lora-qlora-recipes' ] || [ -L ~/.agents/skills/'lora-qlora-recipes' ]; then echo 'A skill folder named lora-qlora-recipes already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/wshobson/agents' "$d" && git -C "$d" checkout --quiet '9c61ab243def98f72da12abd41cfcf5bcd91af9d' -- 'plugins/llm-finetuning/skills/lora-qlora-recipes' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/llm-finetuning/skills/lora-qlora-recipes' ~/.agents/skills/'lora-qlora-recipes' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'lora-qlora-recipes' ~/.claude/skills/'lora-qlora-recipes' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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