Alternatives and similar repositories for gemm-int8

Users that are interested in gemm-int8 are comparing it to the libraries listed below

• IST-DASLab / gemm-fp8
  High Performance FP8 GEMM Kernels for SM89 and later GPUs.
  ☆20Updated 11 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆85Updated 11 months ago
• Qualcomm-AI-research / FP8-quantization
  ☆168Updated 2 years ago
• ruikangliu / FlatQuant
  [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"
  ☆204Updated last month
• thu-nics / qllm-eval
  Code Repository of Evaluating Quantized Large Language Models
  ☆136Updated last year
• mit-han-lab / fouroversix
  Code for the paper “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling”
  ☆104Updated this week
• ChenMnZ / PrefixQuant
  An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization
  ☆170Updated last month
• thu-ml / Jetfire-INT8Training
  ☆60Updated last year
• Intelligent-Computing-Lab-Panda / GPTAQ
  Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)
  ☆79Updated 5 months ago
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆271Updated 2 months ago
• xvyaward / owq
  Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…
  ☆68Updated last year
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆236Updated 2 years ago
• Qualcomm-AI-research / gptvq
  ☆40Updated last year
• naver-aics / lut-gemm
  ☆83Updated last year
• Ther-nullptr / circult-eda-mlsys-tinyml-arxiv-daily
  🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)
  ☆10Updated last week
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆96Updated 3 months ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆219Updated 2 years ago
• ModelTC / Outlier_Suppression_Plus
  Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…
  ☆50Updated 2 years ago
• bytedance / AffineQuant
  Official implementation of the ICLR 2024 paper AffineQuant
  ☆28Updated last year
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆78Updated last year
• BrotherHappy / OSTQuant
  [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…
  ☆87Updated 9 months ago
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆142Updated 8 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆139Updated 7 months ago
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆55Updated 11 months ago
• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆153Updated 4 months ago
• dsl-learn / triton-tutorial
  Getting Started with Triton: A Tutorial for Python Beginners
  ☆29Updated 2 months ago
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆23Updated 2 years ago
• facebookresearch / ParetoQ
  This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"
  ☆116Updated 2 months ago
• ademeure / DeeperGEMM
  DeeperGEMM: crazy optimized version
  ☆74Updated 8 months ago
• thu-nics / ViDiT-Q
  [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
  ☆145Updated 9 months ago