Alternatives and similar repositories for Sparsebit

Users that are interested in Sparsebit are comparing it to the libraries listed below

• megvii-research / FQ-ViT
  [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
  ☆342Updated 2 years ago
• ModelTC / MQBench
  Model Quantization Benchmark
  ☆816Updated 2 months ago
• tpoisonooo / llama.onnx
  LLaMa/RWKV onnx models, quantization and testcase
  ☆363Updated last year
• Qualcomm-AI-research / transformer-quantization
  ☆204Updated 3 years ago
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆129Updated last year
• yhhhli / BRECQ
  Pytorch implementation of BRECQ, ICLR 2021
  ☆276Updated 3 years ago
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆205Updated last year
• aojunzz / NM-sparsity
  ☆236Updated 2 years ago
• hahnyuan / RPTQ4LLM
  Reorder-based post-training quantization for large language model
  ☆191Updated 2 years ago
• IST-DASLab / OBC
  Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".
  ☆122Updated last year
• tianyic / only_train_once_personal_footprint
  OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
  ☆304Updated 9 months ago
• deepglint / EasyQuant
  EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…
  ☆400Updated 2 years ago
• ThanatosShinji / onnx-tool
  A parser, editor and profiler tool for ONNX models.
  ☆442Updated 2 weeks ago
• ucbrise / actnn
  ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
  ☆200Updated 2 years ago
• facebookresearch / LLM-QAT
  Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
  ☆300Updated 3 months ago
• Tencent / TPAT
  TensorRT Plugin Autogen Tool
  ☆369Updated 2 years ago
• TRT2022 / MST-plus-plus-TensorRT
  TensorRT 2022复赛方案： 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化
  ☆139Updated 2 years ago
• haochengxi / Train_Transformers_with_INT4
  ☆151Updated 2 years ago
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆302Updated 2 years ago
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,427Updated 11 months ago
• Zhen-Dong / HAWQ
  Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
  ☆439Updated 2 years ago
• hahnyuan / PTQ4ViT
  Post-Training Quantization for Vision transformers.
  ☆219Updated 2 years ago
• BlinkDL / RWKV-CUDA
  The CUDA version of the RWKV language model ( https://github.com/BlinkDL/RWKV-LM )
  ☆222Updated 6 months ago
• bytedance / ByteTransformer
  optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052
  ☆474Updated last year
• OpenPPL / ppl.nn.llm
  ☆139Updated last year
• Qualcomm-AI-research / FP8-quantization
  ☆149Updated 2 years ago
• MegEngine / mgeconvert
  MegEngine到其他框架的转换器
  ☆70Updated 2 years ago
• WoosukKwon / retraining-free-pruning
  [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers
  ☆190Updated 2 years ago
• NVIDIA-AI-IOT / tensorrt_plugin_generator
  A simple tool that can generate TensorRT plugin code quickly.
  ☆232Updated last year
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆207Updated last year