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:
- This repository contains the hardware implementation for Static BFP convolution on FPGA☆10Oct 15, 2019Updated 6 years ago
- ☆14Oct 24, 2022Updated 3 years ago
- bitfusion verilog implementation☆13Feb 21, 2022Updated 4 years ago
- DeiT implementation for Q-ViT☆26Apr 21, 2025Updated last year
- Systolic-array based Deep Learning Accelerator generator☆29Dec 11, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Post-Training Quantization for Vision transformers.☆245Jul 19, 2022Updated 4 years ago
- Meanflow and multilingual for F5-TTS model☆16Aug 23, 2025Updated 11 months ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆38Mar 12, 2026Updated 5 months ago
- HLS Custom-Precision Floating-Point Library☆13Nov 6, 2017Updated 8 years ago
- Peking University Embedded Microprocessor System Lesson’s all Homework☆10Dec 28, 2021Updated 4 years ago
- A guide on how to package HDL code (VHDL or Verilog) for PYNQ environments☆11Aug 14, 2025Updated 11 months 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
- 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.
- Downloadable prebuilt AppImages for KiCad☆15Sep 14, 2019Updated 6 years ago
- [AAAI 2025] Official data and code for "TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances"☆15Sep 11, 2025Updated 11 months ago
- 一个基于AXI接口的PL端卷积加速器，可由PS端调用☆12Apr 15, 2023Updated 3 years ago
- Pytorch implementation of the paper : A Global-local Attention Framework for Weakly Labelled Audio Tagging.☆13Feb 6, 2021Updated 5 years ago
- ☆13Jul 2, 2016Updated 10 years ago
- Classify modulation of signals☆16Jan 16, 2020Updated 6 years ago
- ☆19Jan 13, 2022Updated 4 years ago
- LLM4HWDesign Starting Toolkit☆20Oct 4, 2024Updated last year
- Verilog and matlab implementation of tanh using Cordic algorithm☆11Jun 5, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆29Dec 5, 2023Updated 2 years ago
- C++ package for learning optimal wavelet bases using a neural network approach.☆14Dec 2, 2016Updated 9 years ago
- The source code for target sound detection☆15Feb 26, 2022Updated 4 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 8 years ago
- Pytorch implementation of the paper : Modeling Label Dependencies for Audio Tagging with Graph Convolutional Network☆15Sep 18, 2020Updated 5 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 11 months ago
- [AAAI 2023 Oral] Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training☆14Apr 19, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆33May 17, 2024Updated 2 years ago
- ☆12Nov 24, 2023Updated 2 years ago
- Design some simple RISV-V cores via verilog and vivado. 复旦大学《计算机与智能处理器体系结构 AI Core and RISC Architecture》Projects☆15Jun 28, 2021Updated 5 years ago
- Implementation of Multiobjective Tree-structured Parzen Estimator☆15Mar 19, 2024Updated 2 years ago
- LSTM neural network (verilog)☆16Dec 5, 2018Updated 7 years ago
- Digital Design Lab Spring 2019 Final Project☆13Jun 17, 2019Updated 7 years ago
- NMT model with BERT in tensorflow 2.0☆20Jul 24, 2019Updated 7 years ago