{"slug":"openlair-model-pruning","source_name":"openlair/model-pruning","name":"Openlair/Model Pruning","description":"Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal accuracy loss, or enabling faster inference on hardware accelerators. Covers unstructured pruning, structured pruning, N:M sparsity, magnitude pruning, and one-shot methods.","version":1,"lift":{"pass_rate_delta_pts":0,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":174.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T19:25:01.459657+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":0,"with_pass_pct":50,"without_pass_pct":50,"tokens_delta_pct":174.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-07T19:25:01.459657+00:00","run_id":"72052adc-67ee-4501-91e4-854e0b53053d","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":"3fdb2484c3e7bb6478c794ac8b1643f54da0915967c19d540f29596f38ed87fb","raw_url":"https://app.decimal.ai/s/openlair-model-pruning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/openlair-model-pruning"}