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
• caiwanxianhust / FasterLLaMA
  使用 CUDA C++ 实现的 llama 模型推理框架
  ☆61Updated 10 months ago
• luliyucoordinate / flash-attention-minimal
  Flash Attention in ~100 lines of CUDA (forward pass only)
  ☆10Updated last year
• harleyszhang / lite_llama
  A light llama-like llm inference framework based on the triton kernel.
  ☆151Updated last month
• zjhellofss / triton_course
  ☆35Updated 4 months ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆106Updated 2 months ago
• OpenPPL / ppl.pmx
  ☆59Updated 9 months ago
• ppppppppig / lite_lang
  一个轻量化的大模型推理框架
  ☆20Updated 3 months ago
• iclementine / optimize_softmax
  Optimize softmax in triton in many cases
  ☆21Updated last year
• 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
  ☆55Updated last month
• caijixueIT / CUDA_Learning_for_Freshman
  ☆13Updated 6 months ago
• OscarSavolainen / Quantization-Tutorials
  A bunch of coding tutorials for my Youtube videos on Neural Network Quantization.
  ☆21Updated last year
• zeroine / cutlass-cute-sample
  ☆42Updated last year
• caibucai22 / awesome-cuda
  Awesome code, projects, books, etc. related to CUDA
  ☆24Updated last month
• hyperai / triton-cn
  Triton Documentation in Chinese Simplified / Triton 中文文档
  ☆81Updated 5 months ago
• weishengying / tiny-flash-attention
  使用 cutlass 实现 flash-attention 精简版，具有教学意义
  ☆46Updated last year
• TRT2022 / trtllm-llama
  ☢️ TensorRT 2023复赛——基于TensorRT-LLM的Llama模型推断加速优化
  ☆50Updated last year
• Tlntin / trt2023
  ☆26Updated 2 years ago
• luchangli03 / onnxsim_large_model
  simplify >2GB large onnx model
  ☆63Updated 9 months ago
• hova88 / CUDA-MatMul-Practice
  ☆17Updated last year
• OpenPPL / ppl.nn.llm
  ☆141Updated last year
• Bruce-Lee-LY / cutlass_gemm
  Multiple GEMM operators are constructed with cutlass to support LLM inference.
  ☆19Updated last month
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆75Updated last year
• KuangjuX / CUDAKernels
  🎉My Collections of CUDA Kernels~
  ☆11Updated last year
• BBuf / tensorrt-llm-moe
  ☆32Updated 7 months ago
• wangzyon / trt_learn
  TensorRT encapsulation, learn, rewrite, practice.
  ☆29Updated 2 years ago
• pzhao-eng / FlashMLA
  ☆55Updated 2 months ago
• luchangli03 / export_llama_to_onnx
  export llama to onnx
  ☆134Updated 8 months ago
• LeiWang1999 / TVM.CMakeExtend
  Tutorials of Extending and importing TVM with CMAKE Include dependency.
  ☆14Updated 11 months ago
• madsys-dev / deepseekv2-profile
  ☆147Updated 6 months ago