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KV cache
Trends
- 1Engineer implements KV cache in custom GPT to learn prompt caching●いくら艦長とはいえ、charについてはただ見守るしかないかもしれません 自作GPTにKVキャッシュを実装し、プロンプトキャッシュの仕組みを学んだ - $shibayu36->blog; https:// blog.shibayu36.org
Japanese software engineer shibayu36 has published a blog post describing how he implemented a KV cache in his self-built GPT model, using the exercise to learn how prompt caching works in large language model inference. The writeup walks through the mechanics of caching attention key-value pairs to speed up generation. It is being shared among developers interested in LLM internals and practical implementations of transformer optimization techniques.
Repos
- incoai/splash A local inference engine for Apple silicon, built around the model.
- kvmem/kvmem-llama.cpp
- TypeLLM/TypeLLM TypeLLM: LLMs with type-safe generation
- amitshekhariitbhu/ai-system-design AI System Design - Learn how to design AI systems built on LLMs, RAG, and AI Agents step by step.