{"slug":"nemotron-customize","source_name":"nemotron-customize","name":"Nemotron Customize","description":"Plan, configure, and chain repo-native Nemotron customization steps into single-step or multi-step pipelines: curation, translation, SFT/PEFT (AutoModel or Megatron-Bridge), pretraining/CPT, RL alignment (DPO/RLVR/GRPO/RLHF), BYOB/MCQ benchmarks, checkpoint conversion, ModelOpt optimization, env profiles, and evaluation of trained checkpoints or existing/hosted endpoints. Use when a request names a Nemotron step or workflow, or asks to clean, translate, train, fine-tune, align, convert, optimize","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":59.1,"total_cases":22,"passed_cases":13,"tokens_delta_pct":117.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-31T01:34:01.991107+00:00"},"skill_score":0.5909,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":59.1,"without_pass_pct":9.1,"tokens_delta_pct":117.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-31T01:34:01.991107+00:00","run_id":"dfcafbc6-bc8d-47b3-a46c-a6696e1e8c71","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"018f4687539cdd8d0432a771437897c02f6dcde4acfbf5559c5fa7373241d081","raw_url":"https://app.decimal.ai/s/nemotron-customize/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nemotron-customize"}