Prefix Sliding triples inference speed with no quality loss
A new paper introduces Prefix Sliding, which discards unimportant intermediate reasoning tokens to cut memory costs, achieving up to 3x faster test-time scaling with no performance loss and no retraining required.
2026-08-27 ~ 2026-08-27 · 4 related posts
- Prefix Sliding technique boosts LLM inference speed by 3x — iScienceLuvr · 2026-08-27
- Prefix Sliding: 3x Faster LLM Reasoning Without Performance Loss — Muennighoff · 2026-08-27
- Prefix Sliding enables efficient test-time scaling by cutting memory costs — Niklas Muennighoff · 2026-08-27
1 near-duplicate retellings: Bedrovelsen