Alternatives and similar repositories for LLM-engineering

Users that are interested in LLM-engineering are comparing it to the libraries listed below

• RussWong / CUDATutorial
  A CUDA tutorial to make people learn CUDA program from 0
  ☆251Updated last year
• harleyszhang / lite_llama
  A light llama-like llm inference framework based on the triton kernel.
  ☆153Updated last week
• AyakaGEMM / Hands-on-GEMM
  ☆139Updated last year
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆236Updated 3 months ago
• ifromeast / cuda_learning
  learning how CUDA works
  ☆323Updated 7 months ago
• CalvinXKY / BasicCUDA
  A tutorial for CUDA&PyTorch
  ☆156Updated 8 months ago
• Qwesh157 / conv_op_optimization
  This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.
  ☆39Updated this week
• reed-lau / cute-gemm
  ☆135Updated 9 months ago
• OpenPPL / ppl.llm.kernel.cuda
  ☆150Updated 8 months ago
• yzhaiustc / Optimizing-SGEMM-on-NVIDIA-Turing-GPUs
  Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.
  ☆384Updated 9 months ago
• caiwanxianhust / FasterLLaMA
  使用 CUDA C++ 实现的 llama 模型推理框架
  ☆62Updated 10 months ago
• BBuf / how-to-learn-deep-learning-framework
  how to learn PyTorch and OneFlow
  ☆455Updated last year
• KnowingNothing / MatmulTutorial
  A Easy-to-understand TensorOp Matmul Tutorial
  ☆378Updated last year
• Cjkkkk / CUDA_gemm
  A simple high performance CUDA GEMM implementation.
  ☆406Updated last year
• nicolaswilde / cuda-tensorcore-hgemm
  ☆153Updated 9 months ago
• zjhellofss / triton_course
  ☆36Updated 4 months ago
• InfiniTensor / InfiniTensor
  ☆257Updated this week
• Yinghan-Li / YHs_Sample
  Yinghan's Code Sample
  ☆350Updated 3 years ago
• CalebDu / Awesome-Cute
  ☆106Updated 4 months ago
• nicolaswilde / cuda-sgemm
  ☆69Updated 8 months ago
• MARD1NO / CUDA-PPT
  ☆109Updated 6 months ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆108Updated 2 months ago
• njuhope / cuda_sgemm
  ☆115Updated last year
• 66RING / tiny-flash-attention
  flash attention tutorial written in python, triton, cuda, cutlass
  ☆425Updated 4 months ago
• JackonYang / hands-on-tvm
  hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.
  ☆50Updated 2 years ago
• l1nkr / DL-Compiler-Navigation
  Machine Learning Compiler Road Map
  ☆44Updated 2 years ago
• Bruce-Lee-LY / cuda_hgemm
  Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…
  ☆480Updated last year
• iclementine / optimize_softmax
  Optimize softmax in triton in many cases
  ☆21Updated last year
• Archermmt / tvm_walk_through
  code reading for tvm
  ☆76Updated 3 years ago
• OpenPPL / ppl.pmx
  ☆59Updated 10 months ago