A model compression and acceleration toolbox based on pytorch.
☆331Jan 12, 2024Updated 2 years ago
Alternatives and similar repositories for Sparsebit
Users that are interested in Sparsebit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of SSQL (Accepted to ECCV2022 oral presentation)☆73Mar 15, 2023Updated 3 years ago
- IntLLaMA: A fast and light quantization solution for LLaMA☆19Jul 21, 2023Updated 2 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆359Apr 11, 2023Updated 3 years ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,805Mar 28, 2024Updated 2 years ago
- Model Quantization Benchmark☆868Apr 20, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Slides with modifications for a course at Tsinghua University.☆67Aug 17, 2022Updated 3 years ago
- A tool convert TensorRT engine/plan to a fake onnx☆41Nov 22, 2022Updated 3 years ago
- An object detection codebase based on MegEngine.☆28Dec 14, 2022Updated 3 years ago
- ☆19Mar 16, 2022Updated 4 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,662Jul 12, 2024Updated last year
- Tengine 管子是用来快速生产 demo 的辅助工具☆11Jul 15, 2021Updated 4 years ago
- ☆45Jul 14, 2021Updated 4 years ago
- A set of examples around MegEngine☆31Dec 8, 2023Updated 2 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Post-Training Quantization for Vision transformers.☆241Jul 19, 2022Updated 3 years ago
- Open-sourced dataset of CoNR☆13Apr 18, 2023Updated 3 years ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,328Mar 27, 2024Updated 2 years ago
- MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器☆482Oct 23, 2024Updated last year
- ☆14Feb 3, 2022Updated 4 years ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,647Jun 27, 2026Updated last week
- Reorder-based post-training quantization for large language model☆199May 17, 2023Updated 3 years ago
- ☆82Jul 21, 2022Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆461May 15, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- TVMScript kernel for deformable attention☆25Dec 15, 2021Updated 4 years ago
- HunyuanDiT with TensorRT and libtorch☆18May 22, 2024Updated 2 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,578Jul 17, 2025Updated 11 months ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆408Nov 22, 2022Updated 3 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- A simple network quantization demo using pytorch from scratch.☆543Jun 18, 2023Updated 3 years ago
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆878Mar 3, 2026Updated 4 months ago
- IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets☆805Aug 24, 2023Updated 2 years ago
- ☆36Mar 29, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A primitive library for neural network☆1,367Nov 24, 2024Updated last year
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,267May 6, 2025Updated last year
- MegEngine到其他框架的转换器☆71Apr 27, 2023Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆300Aug 1, 2021Updated 4 years ago
- Samples code for world class Artificial Intelligence SoCs for computer vision applications.☆296May 26, 2026Updated last month
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated last week
- ☆22Oct 26, 2022Updated 3 years ago