Alternatives and similar repositories for LLM-Quantization

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

• DD-DuDa / TensorRT-in-Action
  TensorRT-in-Action 是一个 GitHub 代码库，提供了使用 TensorRT 的代码示例，并有对应 Jupyter Notebook。
  ☆15Updated 2 years ago
• harleyszhang / lite_llama
  A light llama-like llm inference framework based on the triton kernel.
  ☆161Updated last month
• caiwanxianhust / FasterLLaMA
  使用 CUDA C++ 实现的 llama 模型推理框架
  ☆62Updated last year
• iclementine / optimize_softmax
  Optimize softmax in triton in many cases
  ☆21Updated last year
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆112Updated 4 months ago
• CalvinXKY / BasicCUDA
  A tutorial for CUDA&PyTorch
  ☆161Updated 9 months ago
• luliyucoordinate / flash-attention-minimal
  Flash Attention in ~100 lines of CUDA (forward pass only)
  ☆10Updated last year
• ppppppppig / lite_lang
  一个轻量化的大模型推理框架
  ☆20Updated 5 months ago
• caibucai22 / awesome-cuda
  Awesome code, projects, books, etc. related to CUDA
  ☆26Updated 3 months ago
• zjhellofss / triton_course
  ☆39Updated 6 months ago
• kalfazed / multi-thread-programming
  This is a repository to practice multi-thread programming in C++
  ☆26Updated last year
• AyakaGEMM / Hands-on-GEMM
  ☆143Updated last year
• zeroine / cutlass-cute-sample
  ☆47Updated last year
• RussWong / LLM-engineering
  ☆26Updated 3 months ago
• LDLINGLINGLING / nano_vllm_note
  注释的nano_vllm仓库，并且完成了MiniCPM4的适配以及注册新模型的功能
  ☆91Updated 3 months ago
• pzhao-eng / FlashMLA
  ☆59Updated 4 months ago
• OpenPPL / ppl.pmx
  ☆60Updated 11 months ago
• wangzyon / trt_learn
  TensorRT encapsulation, learn, rewrite, practice.
  ☆29Updated 3 years ago
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆78Updated last year
• caijixueIT / CUDA_Learning_for_Freshman
  ☆14Updated 2 weeks 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
• Tlntin / trt2023
  ☆26Updated 2 years ago
• weishengying / tiny-flash-attention
  使用 cutlass 实现 flash-attention 精简版，具有教学意义
  ☆50Updated last year
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆249Updated 4 months ago
• hyperai / triton-cn
  Triton Documentation in Chinese Simplified / Triton 中文文档
  ☆90Updated 7 months ago
• Qwesh157 / conv_op_optimization
  This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.
  ☆39Updated last month
• nicolaswilde / cuda-sgemm
  ☆70Updated 10 months ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆96Updated 11 months ago
• OpenPPL / ppl.llm.kernel.cuda
  ☆152Updated 10 months ago
• doongz / mlc-ai
  机器学习编译 陈天奇
  ☆49Updated 2 years ago