finetuning
About finetuning
This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe, reward design, or weight updates. Decision tree by reward shape, smoke-run gate, three failure diagnostics, five false-progress patterns. Provider recipes and I/O contract in references/.
Install
Copy the command and run it in a terminal.
$
npx skills add https:/ / evo-hq/ evo --skill finetuningAfter installing, type/finetuningin Claude Code to confirm it loaded.
Bundled files
References and scripts installed along with SKILL.md.
references/diagnostics.mdfalse-progress.mdglue.mdobservability.mdtrace-schema.mdreferences/rl/art.mdreferences/serving/vllm.mdreferences/sft/tinker.mdComments
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