{"slug":"lingxling-hugging-face-vision-trainer","source_name":"lingxling/hugging-face-vision-trainer","name":"Lingxling/Hugging Face Vision Trainer","description":"Train or fine-tune vision models on Hugging Face Jobs for detection, classification, and SAM or SAM2 segmentation.","version":1,"lift":{"pass_rate_delta_pts":37.5,"pass_rate_pct":83.3,"total_cases":24,"passed_cases":20,"tokens_delta_pct":329.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T15:08:03.677244+00:00"},"skill_score":0.8333,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":37.5,"with_pass_pct":83.3,"without_pass_pct":45.8,"tokens_delta_pct":329.9,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T15:08:03.677244+00:00","run_id":"1340330f-80e1-4339-bbe9-f95d8235a6ab","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":"b7bbee251082284571f682f8ce769fc61da7d41818dc5977f69b3cd35b60adb0","raw_url":"https://app.decimal.ai/s/lingxling-hugging-face-vision-trainer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lingxling-hugging-face-vision-trainer"}