finetuning-technique
Skill from awslabs/agent-plugins
Install
npx skills add awslabs/agent-plugins --skill finetuning-technique
Runs the open skills CLI and installs the skill for your agent (Claude Code, Codex, Cursor …). Alternatively copy the skill folder into .claude/skills/ or upload it in Claude.ai under Settings → Skills.
As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-official
/plugin install sagemaker-ai@agent-plugins-for-aws
This skill is part of the plugin “sagemaker-ai”. In Claude Code the plugin installs it together with the plugin’s other skills, commands and hooks.
What does the finetuning-technique skill do?
Description from the SKILL.md in the source repository.
Questions about finetuning-technique
What does the finetuning-technique skill do?
Selects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the selected model's available recipes. Use when the user has decided to finetune and needs to choose a technique, or when the technique needs to be validated against a model. Requires a base model to already be selected (via model-selection skill).
How do I install finetuning-technique?
In a terminal: npx skills add awslabs/agent-plugins --skill finetuning-technique. The skills CLI asks which agents to install it for. In Claude.ai you can upload the skill folder as a ZIP under Settings → Skills.
Which agents can use finetuning-technique?
Skills use the open SKILL.md format, which Claude Code, Claude.ai, the Claude API, OpenAI Codex, Cursor, Gemini CLI and other agents support.
Is finetuning-technique safe to use?
Our automatic check found no risky patterns (piped shell scripts, hidden characters, secret access, prompt overrides). It is not a full audit – read the SKILL.md and any scripts before installing.
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