RussWong / LLM-engineeringLinks
☆23Updated 3 months ago
Alternatives and similar repositories for LLM-engineering
Users that are interested in LLM-engineering are comparing it to the libraries listed below
Sorting:
- A CUDA tutorial to make people learn CUDA program from 0☆237Updated last year
- learning how CUDA works☆279Updated 4 months ago
- Examples of CUDA implementations by Cutlass CuTe☆203Updated last week
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.☆33Updated 6 months ago
- A tutorial for CUDA&PyTorch☆148Updated 5 months ago
- A light llama-like llm inference framework based on the triton kernel.☆133Updated last week
- ☆137Updated last year
- ☆125Updated 7 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆365Updated 9 months ago
- ☆31Updated 2 months ago
- how to learn PyTorch and OneFlow☆441Updated last year
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆438Updated 10 months ago
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆363Updated 6 months ago
- A simple high performance CUDA GEMM implementation.☆384Updated last year
- Yinghan's Code Sample☆337Updated 2 years ago
- ☆67Updated 6 months ago
- ☆149Updated 6 months ago
- ☆148Updated 6 months ago
- ☆113Updated last year
- Optimize softmax in triton in many cases☆21Updated 10 months ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆58Updated 8 months ago
- ☆237Updated 3 weeks ago
- 先进编译实验室的个人主页☆110Updated 2 months ago
- CUDA 算子手撕与面试指南☆461Updated 5 months ago
- code reading for tvm☆76Updated 3 years ago
- hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.☆48Updated 2 years ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆97Updated 3 weeks ago
- flash attention tutorial written in python, triton, cuda, cutlass☆380Updated last month
- Codes & examples for "CUDA - From Correctness to Performance"☆102Updated 8 months ago
- ☆99Updated 3 months ago