transformer-architecture

There are 3 repositories under transformer-architecture topic.

Plachtaa / VALL-E-X
An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io
emotional-speech gpt text-to-speech transformer-architecture tts vall-e voice-clone
Language:Python 7155
cmhungsteve / Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
transformer attention-mechanism vision-transformer deep-learning awesome-list transformer-cv transformer-architecture transformer-awesome transformer-with-cv transformer-models visual-transformer computer-vision papers attention-mechanisms self-attention vit detr transformers
4226
tairov / llama2.mojo
Inference Llama 2 in one file of pure 🔥
inference llama llama2 modular mojo parallelize performance simd tensor transformer-architecture vectorization
Language:Mojo 1936
spago
nlpodyssey / spago
Self-contained Machine Learning and Natural Language Processing library in Go
deep-learning machine-learning natural-language-processing neural-network computation-graph automatic-differentiation artificial-intelligence deeplearning transformer-architecture recurrent-networks lstm language-model question-answering bert bert-as-service nlp automatic-translation bart named-entities-recognition
Language:Go 1712
awslabs / sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
deep-learning deep-neural-networks machine-learning machine-translation neural-machine-translation encoder-decoder attention-mechanism sequence-to-sequence sequence-to-sequence-models sockeye attention-is-all-you-need attention-model seq2seq translation transformer-architecture transformer transformer-network pytorch
Language:Python 1206
Ma-Lab-Berkeley / CRATE
Code for CRATE (Coding RAte reduction TransformEr).
compression sparsification transformer-architecture white-box-architecture
Language:Python 1026
berniwal / swin-transformer-pytorch
Implementation of the Swin Transformer in PyTorch.
artificial-intelligence attention-model deep-learning machine-learning pytorch transformer-architecture transformer-pytorch
Language:Python 736
joeynmt
joeynmt / joeynmt
Minimalist NMT for educational purposes
nmt seq2seq rnn-pytorch seq2seq-pytorch machine-translation education transformer pytorch-transformers transformer-architecture neural-machine-translation nmt-tutorial nmt-frameworks joey-nmt
Language:Python 656
fastnlp / CPT
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
chinese language-understanding pretrained-models ptms text-generation transformer-architecture
Language:Python 465
cuiziteng / Illumination-Adaptive-Transformer
[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.
exposure-correction low-light-enhance transformer-architecture transformer-models low-level-vision bmvc image-enhancement image-reconstruction image-restoration pytorch low-light-image-enhancement
Language:Python 419
google-research / maxvit
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
architecture classification cnn computer-vision image image-processing mlp object-detection transformer transformer-architecture vision-transformer segmentation resnet
Language:Jupyter Notebook 417
kyegomez / MultiModalMamba
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.
ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta
Language:Python 391
wgcban / ChangeFormer
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
change-detection remote-sensing siamese-network transformer-encoder transformer-architecture attention-mechanism pytorch deep-learning satellite-imagery multi-temporal climate-change
Language:Python 384
abdur75648 / Deep-Learning-Specialization-Coursera
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.
coursera deep-learning deep-learning-coursera deep-learning-andrew-ng andrew-ng andrew-ng-machine-learning machine-learning deep-learning-specialization neural-networks convolutional-neural-networks recurrent-neural-networks lstm transformer-architecture computer-vision nlp tensorflow updated object-detection face-recognition unet-segmentation
Language:Jupyter Notebook 368
wjf5203 / SeqFormer
SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)
video-instance-segmentation transformer-architecture
Language:Python 338
PengBoXiangShang / multigraph_transformer
IEEE TNNLS 2021, 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"
graph multi-graph-transformer pytorch pytorch-implementation sketch sketch-recognition sparse-graphs transformer transformer-architecture
Language:Python 287
ZixuanKe / PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
continual-learning natural-language-processing catastrophic-forgetting knowledge-transfer capsule-network attention-mechanism text-classification transfer-learning transformer-architecture
Language:Python 273
linwhitehat / ET-BERT
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.
pre-training transformer-architecture burst-analysis mask-burst-modeling same-origin-burst-prediction pytorch encrypted-traffic-analysis
Language:Python 271
UIC-Liu-Lab / ContinualLM
An Extensible Continual Learning Framework Focused on Language Models (LMs)
catastrophic-forgetting continual-learning knowledge-transfer language-model domain-adaptive-pretraining transfer-learning transformer-architecture natural-language-processing language-modeling
Language:Python 204
ernie
labteral / ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
bert roberta albert distilbert tensorflow keras tensorflow2 nlp sentence-classification transformers huggingface bert-model bert-models bert-as-service bert-embeddings huggingface-transformer transformer-architecture transformer-tensorflow2 natural-language-processing
Language:Python 199
zhongkaifu / Seq2SeqSharp
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.
seq2seq encoder-decoder neural-network deep-learning lstm attention-model cuda gpu tensor machine-translation transformer-encoder transformer sequence-to-sequence transformer-architecture translation image text vision-transformer
Language:C# 189
prakhar21 / TextAugmentation-GPT2
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
gpt-2 nlp-machine-learning transformer-architecture text-augmentation natural-language-processing natural-language-generation textclassification
Language:Python 187
VSainteuf / pytorch-psetae
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
agriculture computer-vision cvpr cvpr2020 deep-learning earth-observation machine-learning pytorch remote-sensing satellite-image self-attention spatio-temporal time-series-classification transformer-architecture
Language:Python 164
sgrvinod / a-PyTorch-Tutorial-to-Transformers
Attention Is All You Need | a PyTorch Tutorial to Transformers
pytorch pytorch-tutorial attention-is-all-you-need transformer transformer-architecture transformer-tutorial
Language:Python 159
hkproj / transformer-from-scratch-notes
Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)
attention-is-all-you-need attention-model notes study-notes transformer transformer-architecture
147
miccaiif / TransMEF
Official PyTorch implementation of our AAAI22 paper: TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning.
aaai2022 multi-exposure-fusion pytorch-implementation self-supervised-learning transformer-architecture
Language:Python 141
jcwang123 / BA-Transformer
[MICCAI 2021] Boundary-aware Transformers for Skin Lesion Segmentation
pytorch transformer-architecture miccai skin-lesion-segmentation
Language:Python 110
quanghuy0497 / Transformers4Vision
A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.
attention-mechanism paper-reviews transformer-architecture vision-transformer
101
ra1ph2 / Vision-Transformer
Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and CIFAR100.
attention-mechanism computer-vision convolutional-neural-networks jupyter-notebook pytorch transformer-architecture
Language:Jupyter Notebook 85
vilari-mickopf / mmwave-gesture-recognition
Basic Gesture Recognition Using mmWave Sensor - TI AWR1642
mmwave mmwave-sensor awr1642 texas-instruments tensorflow gesture-recognition transformer-architecture keras python conv1d conv2d lstm neural-network resnet ai machine-learning
Language:Python 85
kyegomez / Algorithm-Of-Thoughts
My implementation of "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"
artificial-intelligence gpt4 gpt4-api gpt4all prompt-engineering swarms transformer-architecture transformer-models ai-reasoning
Language:Python 73
jet-universe / particle_transformer
Official implementation of "Particle Transformer for Jet Tagging".
hep jet-tagging transformer-architecture
Language:Python 70
shamim-hussain / egt_pytorch
Edge-Augmented Graph Transformer
attention gnn graphs machine-learning molecular-graph-learning python pytorch self-attention transformer transformer-architecture
Language:Python 67
UARK-AICV / VLTinT
[AAAI 2023 Oral] VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning
aaai2023 pytorch transformer-architecture video-captioning video-paragraph-captioning vision-language
Language:Jupyter Notebook 65
szq0214 / SReT
Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"
vit transformer-architecture vision-transformer efficient-transformers efficient-neural-networks
Language:Python 62
Kaiseem / QueryOTR
[ECCV2022] Official PyTorch implementation of the paper "Outpainting by Queries"
eccv2022 image-generation outpainting transformer-architecture
Language:Python 43

transformer-architecture

Plachtaa / VALL-E-X

cmhungsteve / Awesome-Transformer-Attention

tairov / llama2.mojo

nlpodyssey / spago

awslabs / sockeye

Ma-Lab-Berkeley / CRATE

berniwal / swin-transformer-pytorch

joeynmt / joeynmt

fastnlp / CPT

cuiziteng / Illumination-Adaptive-Transformer

google-research / maxvit

kyegomez / MultiModalMamba

wgcban / ChangeFormer

abdur75648 / Deep-Learning-Specialization-Coursera

wjf5203 / SeqFormer

PengBoXiangShang / multigraph_transformer

ZixuanKe / PyContinual

linwhitehat / ET-BERT

UIC-Liu-Lab / ContinualLM

labteral / ernie

zhongkaifu / Seq2SeqSharp

prakhar21 / TextAugmentation-GPT2

VSainteuf / pytorch-psetae

sgrvinod / a-PyTorch-Tutorial-to-Transformers

hkproj / transformer-from-scratch-notes

miccaiif / TransMEF

jcwang123 / BA-Transformer

quanghuy0497 / Transformers4Vision

ra1ph2 / Vision-Transformer

vilari-mickopf / mmwave-gesture-recognition

kyegomez / Algorithm-Of-Thoughts

jet-universe / particle_transformer

shamim-hussain / egt_pytorch

UARK-AICV / VLTinT

szq0214 / SReT

Kaiseem / QueryOTR