{"slug":"openlair-torchforge-rl-training","source_name":"openlair/torchforge-rl-training","name":"Openlair/Torchforge Rl Training","description":"Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.","version":1,"lift":{"pass_rate_delta_pts":86.36,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":70.2,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T19:52:29.867509+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":86.36,"with_pass_pct":100,"without_pass_pct":13.6,"tokens_delta_pct":70.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-07T19:52:29.867509+00:00","run_id":"ac31d9ac-7e14-4c9b-bf05-c619bb08a628","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":"12ccc4f1be6f8da636d8a65f856f099dd45195db358c7cf90c14eb42bcb23db1","raw_url":"https://app.decimal.ai/s/openlair-torchforge-rl-training/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openlair-torchforge-rl-training"}