{"slug":"openlair-miles-rl-training","source_name":"openlair/miles-rl-training","name":"Openlair/Miles Rl Training","description":"Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":36.3,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T19:47:24.183087+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":100,"without_pass_pct":31.8,"tokens_delta_pct":36.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-07T19:47:24.183087+00:00","run_id":"c781a9a6-22b0-412c-b72d-948f3c82e40d","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":"c62fe06f4c788b85b595ee2775acb987ff31cd690bcc454a4900ac03fb29cd2b","raw_url":"https://app.decimal.ai/s/openlair-miles-rl-training/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openlair-miles-rl-training"}