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The Top 23 Transformer Architecture Open Source Projects

Open source projects categorized as Transformer Architecture
Categories > Transformer Architecture
Vall E X ⭐ 6,055
An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io
total releases 2most recent commit 6 months ago
Awesome Transformer Attention ⭐ 3,895
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
most recent commit 3 months ago
Llama2.mojo ⭐ 1,723
Inference Llama 2 in one file of pure 🔥
most recent commit 4 months ago
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35most recent commit 3 months ago
Sockeye ⭐ 1,190
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 85most recent commit 6 months ago
Crate ⭐ 907
Code for CRATE (Coding RAte reduction TransformEr).
most recent commit 4 months ago
Joeynmt ⭐ 647
Minimalist NMT for educational purposes
dependent packages 1total releases 13most recent commit 3 months agopypi joeynmt} Downloads
Cpt ⭐ 380
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
most recent commit a year ago
Illumination Adaptive Transformer ⭐ 359
[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
most recent commit 4 months ago
Maxvit ⭐ 340
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
most recent commit a year ago
Changeformer ⭐ 335
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
most recent commit 4 months ago
Multimodalmamba ⭐ 321
A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.
most recent commit 3 months ago
Deep Learning Specialization Coursera ⭐ 266
This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.
most recent commit 8 months ago
Seqformer ⭐ 255
SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)
most recent commit 2 years ago
Multigraph_transformer ⭐ 232
accepted by IEEE TNNLS, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"
most recent commit 3 years ago
Et Bert ⭐ 219
The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.
most recent commit 4 months ago
Ernie ⭐ 195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
dependent packages 1total releases 37most recent commit 9 months agopypi ernie} Downloads
Seq2seqsharp ⭐ 188
Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.
dependent packages 3total releases 1most recent commit 4 months agonuget AdvUtils} Downloads
Pycontinual ⭐ 185
PyContinual (An Easy and Extendible Framework for Continual Learning)
most recent commit a year ago
A Pytorch Tutorial To Transformers ⭐ 153
Attention Is All You Need | a PyTorch Tutorial to Transformers
most recent commit 2 months ago
Transmef ⭐ 106
Official PyTorch implementation of our AAAI22 paper: TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning.
most recent commit a year ago
Pytorch Psetae ⭐ 98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
most recent commit 2 years ago
Textaugmentation Gpt2 ⭐ 85
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
most recent commit 3 years ago
The 4 Most Depended On Transformer Architecture Open Source Projects
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35latest release October 30, 2023most recent commit 3 months ago
Ernie ⭐ 195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
dependent packages 1total releases 37latest release August 04, 2023most recent commit 9 months agopypi ernie} Downloads
Joeynmt ⭐ 647
Minimalist NMT for educational purposes
dependent packages 1total releases 13latest release September 20, 2022most recent commit 3 months agopypi joeynmt} Downloads
The 8 Latest Releases In Transformer Architecture Open Source Projects
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35latest release October 30, 2023most recent commit 3 months ago
Ernie ⭐ 195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
dependent packages 1total releases 37latest release August 04, 2023most recent commit 9 months agopypi ernie} Downloads
Sockeye ⭐ 1,190
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 85latest release March 03, 2023most recent commit 6 months ago
Joeynmt ⭐ 647
Minimalist NMT for educational purposes
dependent packages 1total releases 13latest release September 20, 2022most recent commit 3 months agopypi joeynmt} Downloads
Swin Transformer Pytorch ⭐ 71
Implementation of the Swin Transformer in PyTorch.
total releases 4latest release March 29, 2021most recent commit 3 years ago
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