RussWong / LLM-engineeringLinks
☆26Updated last month
Alternatives and similar repositories for LLM-engineering
Users that are interested in LLM-engineering are comparing it to the libraries listed below
Sorting:
- A tutorial for CUDA&PyTorch☆154Updated 7 months ago
- ☆138Updated last year
- Examples of CUDA implementations by Cutlass CuTe☆229Updated 2 months ago
- A CUDA tutorial to make people learn CUDA program from 0☆251Updated last year
- learning how CUDA works☆317Updated 6 months ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆61Updated 10 months ago
- A light llama-like llm inference framework based on the triton kernel.☆150Updated last month
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.☆37Updated 8 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆376Updated 11 months ago
- ☆153Updated 8 months ago
- ☆132Updated 9 months ago
- ☆35Updated 4 months ago
- A simple high performance CUDA GEMM implementation.☆404Updated last year
- ☆101Updated 3 months ago
- ☆150Updated 8 months ago
- ☆114Updated last year
- 📚200+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).☆42Updated 4 months ago
- how to learn PyTorch and OneFlow☆451Updated last year
- ☆107Updated 5 months ago
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆313Updated 2 years ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆473Updated last year
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆105Updated 2 months ago
- ☆69Updated 8 months ago
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆379Updated 8 months ago
- ☆253Updated this week
- Personal Notes for Learning HPC & Parallel Computation [Active Adding New Content]☆70Updated 3 years ago
- flash attention tutorial written in python, triton, cuda, cutlass☆416Updated 3 months ago
- Optimize softmax in triton in many cases☆21Updated last year
- Yinghan's Code Sample☆345Updated 3 years ago
- ☆41Updated last year