Sayak Paul Brings KV Caching to Flow-Based Image Generation
Sayak Paul published a long-form guide systematically applying KV caching—normally used in autoregressive LLMs—to flow models (MMDiT) for image generation, covering intuition, implementation, and speed-memory benchmarks in Karpathy-inspired teaching style.
2026-10-07 ~ 2026-10-07 · 4 related posts
- Episode 1: Sayak Paul Brings KV Caching to Flow-Based Image Generation(2026-10-07, 4 posts)
- Episode 2: Combining TaylorSeer with KV Caching Degrades Image Generation Quality(2026-10-07, 2 posts)
- KV Caching Comes to Flow Models: Implementation, Benchmarks and Quirky Experiments — RisingSayak · 2026-10-07
- Deep dive: KV caching for flow-based image generation, with intuition, pseudocode and benchmarks — RisingSayak · 2026-10-07
- Writing technical deep-dives Karpathy-style: intuition first, then pseudocode — RisingSayak · 2026-10-07
- KV-caching benchmarks in the piece focus on speed-memory trade-offs, quality metrics still lacking — RisingSayak · 2026-10-07