{"slug":"evo-hq-finetuning","source_name":"evo-hq/finetuning","name":"Evo Hq/Finetuning","description":"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/.","version":1,"lift":{"pass_rate_delta_pts":43.48,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":147,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T09:35:43.364359+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":43.48,"with_pass_pct":100,"without_pass_pct":56.5,"tokens_delta_pct":147,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":21,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-13T09:35:43.364359+00:00","run_id":"c9a17590-41d5-4b02-a606-e26169b17a24","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"49fd76411fa3be89ac79d0e6ccd0308e7c8a26cb6e062b1d0b7f99141f1b66cb","raw_url":"https://app.decimal.ai/s/evo-hq-finetuning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/evo-hq-finetuning"}