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finetuning

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 awslabs/agent-plugins (GitHub) · coding · 938 stars · scanned at commit 6947600

Generates code that fine-tunes a base model using SageMaker serverless training jobs. Use when the user says "start training", "fine-tune my model", "I'm ready to train", or when the plan reaches the finetuning step. Supports SFT, DPO, RLVR, and RLAIF trainers, including RLVR Lambda reward function and RLAIF custom prompt creation.

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/'finetuning' ] || [ -L ~/.agents/skills/'finetuning' ]; then echo 'A skill folder named finetuning already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/awslabs/agent-plugins' "$d" && git -C "$d" checkout --quiet '6947600b07a9b527bb1048b6938eee046c9d36f1' -- 'plugins/sagemaker-ai/skills/finetuning' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/sagemaker-ai/skills/finetuning' ~/.agents/skills/'finetuning' && 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/'finetuning' ~/.claude/skills/'finetuning' (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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