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WebLLM is a high-performance, in-browser language model inference engine that enables developers to run large language models (LLMs) directly within web browsers. By leveraging WebGPU for hardware acceleration, WebLLM eliminates the need for server-side processing, offering a cost-effective and privacy-conscious solution for deploying AI-powered applications. This approach allows for seamless integration of LLMs into client-side environments, enhancing personalization and reducing latency. Ke