{"slug":"wshobson-lora-qlora-recipes","source_name":"wshobson/lora-qlora-recipes","name":"Wshobson/Lora Qlora Recipes","description":"Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, choosing rank/alpha/target modules, or deciding between LoRA, QLoRA, and full fine-tuning.","version":1,"lift":{"pass_rate_delta_pts":52.17,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":42.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T12:28:22.542434+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":52.17,"with_pass_pct":91.3,"without_pass_pct":39.1,"tokens_delta_pct":42.2,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-07T12:28:22.542434+00:00","run_id":"f4293367-d7ab-4129-915d-6f5889ddfddc","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":"MIT","install_count":0,"manifest_hash":"854cff20e248e21fc9c4f1b94124a8f136f1f2d4570166a2e0adae9a854b1c8c","raw_url":"https://app.decimal.ai/s/wshobson-lora-qlora-recipes/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wshobson-lora-qlora-recipes"}