Tag: EleutherAI LM Harness

Evaluation Protocols for Compressed Large Language Models: What Works, What Doesn’t, and How to Get It Right

Evaluation Protocols for Compressed Large Language Models: What Works, What Doesn’t, and How to Get It Right

Compressed LLMs can look perfect on perplexity scores but fail in real use. Learn the three evaluation pillars-size, speed, substance-and the benchmarks (LLM-KICK, EleutherAI) that actually catch silent failures before deployment.