megvii-research / SparsebitLinks
A model compression and acceleration toolbox based on pytorch.
☆333Updated 2 years ago
Alternatives and similar repositories for Sparsebit
Users that are interested in Sparsebit are comparing it to the libraries listed below
Sorting:
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆310Updated last year
- LLaMa/RWKV onnx models, quantization and testcase☆366Updated 2 years ago
- Model Quantization Benchmark☆857Updated 9 months ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆359Updated 2 years ago
- Offline Quantization Tools for Deploy.☆142Updated 2 years ago
- ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training☆199Updated 3 years ago
- 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☆143Updated 3 years ago
- ☆208Updated 4 years ago
- ☆244Updated 3 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆408Updated 3 years ago
- The CUDA version of the RWKV language model ( https://github.com/BlinkDL/RWKV-LM )☆230Updated 2 months ago
- A parser, editor and profiler tool for ONNX models.☆480Updated 3 months ago
- TensorRT Plugin Autogen Tool☆366Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆289Updated 4 years ago
- MegEngine到其他框架的转换器☆70Updated 2 years ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆322Updated 11 months ago
- Reorder-based post-training quantization for large language model☆199Updated 2 years ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆129Updated 2 years ago
- This repository contains integer operators on GPUs for PyTorch.☆237Updated 2 years ago
- A simple network quantization demo using pytorch from scratch.☆542Updated 2 years ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆477Updated last year
- ☆157Updated 2 years ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆363Updated last year
- ☆141Updated last year
- A set of examples around MegEngine☆31Updated 2 years ago
- LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training☆405Updated 6 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆220Updated 2 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆453Updated 2 years ago
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆161Updated 2 years ago
- Inference of quantization aware trained networks using TensorRT☆83Updated 3 years ago