{"slug":"nvidia-tao-train-dino","source_name":"nvidia/tao-train-dino","name":"Nvidia/Tao Train Dino","description":"DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with denoising training, multi-scale features, and optional distillation support. Use when training, evaluating, exporting, distilling, quantizing, or running inference for a TAO DINO detector. Trigger phrases include \"train DINO\", \"DETR object detection\", \"TAO 2D detection\", \"DINO with distillation\".","version":1,"lift":{"pass_rate_delta_pts":34.78,"pass_rate_pct":69.6,"total_cases":23,"passed_cases":16,"tokens_delta_pct":98.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T23:33:31.099211+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":34.78,"with_pass_pct":69.6,"without_pass_pct":34.8,"tokens_delta_pct":98.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T23:33:31.099211+00:00","run_id":"75bd4326-d411-4313-a704-0f27926d02e9","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":"00dfd56476df34d642a97ea24e5bcb594e07ef9184d14f80045211008ed39790","raw_url":"https://app.decimal.ai/s/nvidia-tao-train-dino/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-tao-train-dino"}