LLM training in simple, raw C/CUDA

📚200+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).

how to optimize some algorithm in cuda.

Learn CUDA Programming, published by Packt

Examples demonstrating available options to program multiple GPUs in a single node or a cluster

A set of hands-on tutorials for CUDA programming

CUDA Matrix Multiplication Optimization

HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on h…

Benchmark tests supporting the TiledCUDA library.