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Nvidia adds native Python support to CUDA

Happy 18th Birthday CUDA!

Sorting Algorithm with CUDA

speed optimizations for Qwen Next on CUDA have been merged into llama.cpp

Learning CUDA for free on Google Colab

Optimizing Token Generation in llama.cpp's CUDA Backend

Qwen3-Next 80B-A3B llama.cpp implementation with CUDA support half-working already (up to 40k context only), also Instruct GGUFs

GPU 101 and Triton kernels

Fp8 runs ~100 tflops faster when the kernel name has "cutlass" in it

Fast CUDA DFloat11 decoding kernel

Single-File Qwen3 Inference in Pure CUDA C

[P] Sub-millisecond GPU Task Queue: Optimized CUDA Kernels for Small-Batch ML Inference on GTX 1650.

NVIDIA

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cutlass

CUDA Templates and Python DSLs for High-Performance Linear Algebra

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cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

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cuda-python

CUDA Python: Performance meets Productivity