mcpField

finetuning

evo-hqDevelopment84 installs

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 finetuning

After installing, type/finetuningin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

references/
diagnostics.md
false-progress.md
glue.md
observability.md
trace-schema.md
references/rl/
art.md
references/serving/
vllm.md
references/sft/
tinker.md

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