taishan1994 / LLM-QuantizationLinks
记录量化LLM中的总结。
☆18Updated this week
Alternatives and similar repositories for LLM-Quantization
Users that are interested in LLM-Quantization are comparing it to the libraries listed below
Sorting:
- 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
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆103Updated last month
- Optimize softmax in triton in many cases☆21Updated 11 months ago
- 一个轻量化的大模型推理框架☆20Updated 3 months ago
- A light llama-like llm inference framework based on the triton kernel.☆147Updated 3 weeks ago
- 使用 CUDA C++ 实现的 llama 模型推理框架☆60Updated 9 months ago
- ☆35Updated 3 months ago
- Triton Documentation in Chinese Simplified / Triton 中文文档☆80Updated 4 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆10Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆74Updated last year
- ☆12Updated 5 months ago
- simplify >2GB large onnx model☆63Updated 8 months ago
- ☆59Updated 9 months ago
- 使用 cutlass 实现 flash-attention 精简版,具有教学意义☆46Updated last year
- ☆140Updated last year
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆138Updated last week
- ☢️ TensorRT 2023复赛——基于TensorRT-LLM的Llama模型推断加速优化☆50Updated last year
- run ChatGLM2-6B in BM1684X☆50Updated last year
- ☆26Updated 2 years ago
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆38Updated last year
- ☆150Updated 7 months ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆153Updated last month
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆14Updated 10 months ago
- ☆39Updated last year
- ☆100Updated 3 months ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆19Updated 3 weeks ago
- This repo is used for archiving my notes, codes and materials of cs learning.☆47Updated this week
- An easy-to-use package for implementing SmoothQuant for LLMs☆104Updated 4 months ago
- Deploying LLMs offline on the NVIDIA Jetson platform marks the dawn of a new era in embodied intelligence, where devices can function ind…☆100Updated last year
- LLM Inference with Deep Learning Accelerator.☆50Updated 7 months ago