{"slug":"microsoft-finetuning","source_name":"microsoft/finetuning","name":"Microsoft/Finetuning","description":"Fine-tune models on Azure AI Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job submission, deployment, and evaluation. USE FOR: fine-tune, SFT, DPO, RFT, training data, grader, distillation, fine-tuned model, training job, large file upload, calibrate grader, deploy fine-tuned model, evaluate fine-tuned model. DO NOT USE FOR: general model deployment without fine-tuning (use deploy-model), agent creation (use agents), ","version":2,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":24.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T16:24:55.655420+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":86.4,"without_pass_pct":31.8,"tokens_delta_pct":24.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-09T16:24:55.655420+00:00","run_id":"b39de05f-ebc0-49d1-b489-12ca972289f9","version_number":2,"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":"324bcf7c40d12c9a393191014395cd6747fd2164f213af18fae1d8d071e329d3","raw_url":"https://app.decimal.ai/s/microsoft-finetuning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/microsoft-finetuning"}