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fine-tuning-expert

80 / 100 · Low risk

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

By PIXARTSeu/Synapse (GitHub) · coding · 12 stars · scanned at commit c19c0bc

Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training datasets, setting hyperparameters for fine-tuning runs, adapter training, transfer learning, finetuning with Hugging Face PEFT, OpenAI fine-tuning, instruction tuning, RLHF, DPO, or quantizing and deploying fine-tuned models. Trigger terms include: LoRA, QLoRA, PEFT, finetuning, fine-tuning, adapter tuning, LLM training, model …

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

PIXARTSeu/Synapse has 1 more folder with a skill named fine-tuning-expert. This page shows the lowest-scoring copy.

• packages/codegraph/data/lifecycle-skills/fine-tuning-expert 100/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'fine-tuning-expert' ] || [ -L ~/.agents/skills/'fine-tuning-expert' ]; then echo 'A skill folder named fine-tuning-expert already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/PIXARTSeu/Synapse' "$d" && git -C "$d" checkout --quiet 'c19c0bc0a04d25a849ce749fe88250e688f06437' -- '.agents/skills/fine-tuning-expert' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/fine-tuning-expert' ~/.agents/skills/'fine-tuning-expert' && 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/'fine-tuning-expert' ~/.claude/skills/'fine-tuning-expert' (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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