CUDA Toolkit - Free Tools and Training
CUDA Toolkit - Free Tools and Training
5 months ago
nvidia.com
Claude Code + VS Code + Local LLM: The Perfect Dev Setup
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The CUDA Trick That Makes LLMs Faster AND Use Less Power (Real Results)
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YouTubeQuinn Favo
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
2:12
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
785.9K views4 weeks ago
x.comAadi Kulshrestha
Chat with RTX is VERY fast (it's the only local LLM that uses Nvidia's Tensor cores)
Chat with RTX is VERY fast (it's the only local LLM that uses Nvidia's Tensor cores)
Feb 14, 2024
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How To Use Your GPU for Machine Learning on Windows with Jupyter Notebook and Tensorflow
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YouTubeMichael Min
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Claude Code + Ollama = Free Unlimited Coding AI
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Build an LLM from Scratch 7: Instruction Finetuning
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YouTubeSebastian Raschka
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Run LLMs FASTER on Intel Graphics (ARC)- The SYCL way!
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How to Use LM Studio: A Step-by-Step Guide
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YouTubeAMD Developer Central
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YouTubeTech With Tim
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