CUDA Toolkit - Free Tools and Training
CUDA Toolkit - Free Tools and Training
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I trained a 12M parameter LLM on my own ML framework using a Rust backend and CUDA kernels for flash attention, AdamW, and more.Wrote the full transformer architecture, and BPE tokenizer from scratch.The framework features:- Custom CUDA kernels (Flash Attention, fused LayerNorm, fused GELU) for 3x increased throughput- Automatic WebGPU fallback for non-NVIDIA devices- TypeScript API with Rust compute backend- One npm install to get started, prebuilt binaries for every platformTry out the model f
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Chat with RTX is VERY fast (it's the only local LLM that uses Nvidia's Tensor cores)
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