# Sayak Paul publishes write-up on KV caching in flow models for image generation

Sayak Paul has published an analysis of key-value caching in flow models for image generation, detailing implementation approaches, benchmarks, and experimental findings.

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Source: Sayak Paul · Published 10/7/2026, 18:34:44

Sayak Paul published an [article on KV caching in flow models](https://sayak.dev/posts/kv-flow.html) for image generation. The piece covers intuition, commentary, implementation details, benchmarks, and experimental observations examining the caching technique.

Tags: Flow Models, KV Caching, Image Generation

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