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GitHub - nathan-barry/gpt2-webgl: A browser-based, WebGL2 implementation of GPT-2 with transform block and attention matrix visualization

GPT-2 WebGL Inference Demo A browser-based, WebGL2 implementation of GPT-2. 🚀 Features Full GPT-2 small (117M) forward pass in the GPU via WebGL2 shaders BPE tokenization using js-tiktoken in the browser (no WASM fetch) Simple Python script to download the pretrained weights 📋 Prerequisites Node.js ≥ 16.x and npm Python ≥ 3.8 A modern browser with WebGL2 support (Chrome, Firefox, Safari, Edge) 🐍 Download the GPT-2 Weights We rely on HuggingFace’s transformers to pull down the official GPT-2 w...

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