#llm-internals
#llm-internals

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#distributed-state #kv-cache #api-design

fromArmin Ronacher's Thoughts and Writings

LLM APIs are a Synchronization Problem

APIs for large language models are an inadequate abstraction; the real problem is distributed state synchronization involving token histories and GPU KV caches.

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#llm-internals#llm-internals

LLM APIs are a Synchronization Problem

#llm-internals
#llm-internals