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WebLLM: A High-Performance In-Browser LLM Inference Engine

  • Advancements in large language models (LLMs) have made on-device deployment practical.
  • WebLLM is an open-source JavaScript framework that enables high-performance LLM inference within web browsers.
  • It leverages WebGPU for GPU acceleration and WebAssembly for CPU computation.
  • WebLLM paves the way for locally powered LLM applications in web browsers.

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