In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization aware training of the linear layers and demonstrate the performance for 8 bits, 4 bits, 2 bits and 1 bit (binary) quantization.
☆24May 14, 2021Updated 5 years ago
Alternatives and similar repositories for Compressed-Transformers
Users that are interested in Compressed-Transformers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Oct 24, 2022Updated 3 years ago
- bitfusion verilog implementation☆13Feb 21, 2022Updated 4 years ago
- ☆49Jan 21, 2022Updated 4 years ago
- DeiT implementation for Q-ViT☆26Apr 21, 2025Updated last year
- 基于Point Transformers复现点云分割任务,并使用HAQ算法进行自动量化压缩,几乎不影响精度☆26Aug 25, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Meanflow and multilingual for F5-TTS model☆16Aug 23, 2025Updated last year
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆38Mar 12, 2026Updated 7 months ago
- HLS Custom-Precision Floating-Point Library☆13Nov 6, 2017Updated 8 years ago
- ☆13Jun 4, 2024Updated 2 years ago
- Generate an FPGA design for a TWN☆11Nov 4, 2019Updated 6 years ago
- Comparing Audio Features for Unsupervised Sound Classification☆10Jun 22, 2022Updated 4 years ago
- An HTTP server library in C++☆16Jan 10, 2019Updated 7 years ago
- PyTorch implementation of Towards Efficient Training for Neural Network Quantization☆16Jan 16, 2020Updated 6 years ago
- [AAAI 2025] Official data and code for "TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances"☆15Sep 11, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The project is related to the development of labs for the ITMO Speaker Recognition Course.☆16Jul 3, 2026Updated 3 months ago
- ☆11Aug 2, 2024Updated 2 years ago
- Pytorch implementation of the paper : A Global-local Attention Framework for Weakly Labelled Audio Tagging.☆13Feb 6, 2021Updated 5 years ago
- LLM4HWDesign Starting Toolkit☆20Oct 4, 2024Updated 2 years ago
- Verilog and matlab implementation of tanh using Cordic algorithm☆11Jun 5, 2020Updated 6 years ago
- C++ package for learning optimal wavelet bases using a neural network approach.☆14Dec 2, 2016Updated 9 years ago
- ☆30Dec 5, 2023Updated 2 years ago
- This repository contains code that was used as an example of how to use Python to download part of the AudioSet dataset and use Tensorflo…☆13Aug 24, 2017Updated 9 years ago
- ☆17Jul 16, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch implementation of the paper : Modeling Label Dependencies for Audio Tagging with Graph Convolutional Network☆15Sep 18, 2020Updated 6 years ago
- Quantize pytorch model, support post-training quantization and quantization aware training methods☆15Jun 15, 2023Updated 3 years ago
- A linear array of PEs with RISC-V ISA targeting extreme high frequency on Xilinx ZYNQ Ultrascale+, specificially for applications such as…☆14Jun 4, 2024Updated 2 years ago
- Generator of arithmetic circuits (multipliers, adders) and approximate circuits☆42Aug 15, 2025Updated last year
- [AAAI 2023 Oral] Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training☆14Apr 19, 2023Updated 3 years ago
- ☆33May 17, 2024Updated 2 years ago
- Implementation of Multiobjective Tree-structured Parzen Estimator☆15Mar 19, 2024Updated 2 years ago
- An implementation of capsule routing for sound event detection☆15Jan 29, 2019Updated 7 years ago
- LSTM neural network (verilog)☆16Dec 5, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- NMT model with BERT in tensorflow 2.0☆20Jul 24, 2019Updated 7 years ago
- Workflow for Executing CNN Networks on Zynq Ultrascale+ with VITIS AI. Detailed analysis, configuration, and execution of Convolutional N…☆21Apr 8, 2024Updated 2 years ago
- ClusterGAN PyTorch implementation☆12Feb 24, 2020Updated 6 years ago
- AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.☆13Nov 8, 2021Updated 4 years ago
- ☆19Mar 17, 2021Updated 5 years ago
- ☆15Mar 21, 2015Updated 11 years ago
- To deploy Transformer models in CV to mobile devices.☆18Jan 20, 2022Updated 4 years ago