LLM RoPE Scaling in Production: Preventing Long-Context Degradation with Config Fingerprints, Length Buckets, and Dual-Track Evaluation
A systematic guide to safely deploying long-context LLMs with RoPE scaling. Covers config fingerprints, length buckets, dual-track evaluation, and graceful rollback to prevent context degradation in production.