LLM SFT Sequence Packing in Production: Boosting Throughput with Sample Boundaries, Loss Mask, and Length Buckets
A practical guide to implementing safe Sequence Packing for SFT training, covering attention isolation, loss masking, position IDs, length bucketing, and validation gates to eliminate padding waste without cross-sample contamination.