RussWong / LLM-engineeringLinks
☆23Updated 4 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:
- Examples of CUDA implementations by Cutlass CuTe☆211Updated last month
- learning how CUDA works☆291Updated 4 months ago
- A CUDA tutorial to make people learn CUDA program from 0☆247Updated last year
- A light llama-like llm inference framework based on the triton kernel.☆143Updated this week
- ☆31Updated 2 months ago
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.☆36Updated 7 months ago
- A tutorial for CUDA&PyTorch☆150Updated 6 months ago
- ☆137Updated last year
- ☆128Updated 7 months ago
- ☆149Updated 7 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆368Updated 10 months ago
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆369Updated 7 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆99Updated 3 weeks ago
- ☆67Updated 6 months ago
- ☆149Updated 6 months ago
- A simple high performance CUDA GEMM implementation.☆392Updated last year
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆445Updated 10 months ago
- how to learn PyTorch and OneFlow☆441Updated last year
- hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.☆49Updated 2 years ago
- 📚200+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).☆35Updated 3 months ago
- Yinghan's Code Sample☆340Updated 3 years ago
- ☆246Updated last month
- ☆113Updated last year
- flash attention tutorial written in python, triton, cuda, cutlass☆391Updated 2 months ago
- Machine Learning Compiler Road Map☆43Updated last year
- ☆89Updated 2 months ago
- Codes & examples for "CUDA - From Correctness to Performance"☆103Updated 9 months ago
- code reading for tvm☆76Updated 3 years ago
- Optimize softmax in triton in many cases☆21Updated 10 months ago
- ☆102Updated 4 months ago