transformer

There are 67 repositories under transformer topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 86448
open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch panoptic-segmentation rtmdet semisupervised-learning swin-transformer transformer vision-transformer yolo convnext detr
Language:Python 23380
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention
Language:Jupyter Notebook 17758
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
13053
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp natural-language-processing tutorial pytorch tensorflow transformer attention paper bert
Language:Jupyter Notebook 12263
ggerganov / whisper.cpp
Port of OpenAI's Whisper model in C/C++
inference openai speech-recognition speech-to-text transformer whisper
Language:C 11972
cfug / dio
A powerful HTTP package for Dart/Flutter, which supports Global settings, Interceptors, FormData, Aborting and canceling a request, Files uploading and downloading, Requests timeout, Custom adapters, etc.
flutter dart adapter http network timeout transformer cancellable dio interceptor
Language:Dart 11505
amusi / CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
cvpr cvpr2020 computer-vision deep-learning machine-learning object-detection image-segmentation paper image-processing visual-tracking python cvpr2021 semantic-segmentation cvpr2022 transformer transformers cvpr2023
10767
datawhalechina / leedl-tutorial
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention
Language:Jupyter Notebook 7460
google / trax
Trax — Deep Learning with Clear Code and Speed
jax numpy deep-learning deep-reinforcement-learning machine-learning transformer reinforcement-learning
Language:Python 7415
PaddlePaddle / PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
semantic-segmentation image-segmentation image-matting interactive-segmentation panoptic-segmentation transformer lane-detection autonomous-driving human-segmentation video-segmentation medical-image-segmentation
Language:Python 6616
openai / jukebox
Code for the paper "Jukebox: A Generative Model for Music"
audio generative-model music paper pytorch transformer vq-vae
Language:Python 6480
PaddlePaddle / PaddleSpeech
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
transformer conformer speech-translation streaming-asr speech-alignment punctuation-restoration streaming-tts speech-synthesis tts asr kws speech-recognition sound-classification voice-cloning vocoder voice-recognition self-supervised-learning wav2vec2 whisper code-switch
Language:Python 6436
Morizeyao / GPT2-Chinese
Chinese version of GPT2 training code, using BERT tokenizer.
transformer gpt-2 chinese nlp text-generation
Language:Python 6364
open-mmlab / mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
deeplabv3 image-segmentation medical-image-segmentation pspnet pytorch realtime-segmentation retinal-vessel-segmentation semantic-segmentation swin-transformer transformer vessel-segmentation
Language:Python 5420
codertimo / BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert transformer pytorch nlp language-model
Language:Python 5386
bertviz
jessevig / bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
natural-language-processing machine-learning visualization neural-network pytorch nlp bert transformer gpt2 roberta transformers
Language:Python 4974
bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 4359
Kyubyong / transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
attention-mechanism translation attention-is-all-you-need implementation transformer
Language:Python 3874
zhouhaoyi / Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
deep-learning self-attention time-series pytorch forecasting transformer
Language:Python 3388
timeseriesAI / tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
time-series-classification deep-learning fastai pytorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting inceptiontime rocket machine-learning python
Language:Jupyter Notebook 3198
LaTeX-OCR
lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
machine-learning transformer im2latex deep-learning image2text latex dataset pytorch im2markup ocr latex-ocr vit math-ocr vision-transformer image-processing python im2text
Language:Python 3187
huawei-noah / Efficient-AI-Backbones
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
convolutional-neural-networks efficient-inference imagenet model-compression tensorflow pytorch ghostnet transformer pretrained-models vision-transformer
Language:Python 3135
xmuSistone / ViewpagerTransition
viewpager with parallax pages, together with vertical sliding (or click) and activity transition
viewpager transition parallax transformer
Language:Java 3035
wenet-e2e / wenet
Production First and Production Ready End-to-End Speech Recognition Toolkit
e2e-models pytorch asr transformer conformer production-ready automatic-speech-recognition speech-recognition
Language:C++ 2904
posthtml / posthtml
PostHTML is a tool to transform HTML/XML with JS plugins
posthtml parser html xml xml-parser html-parser transformer
Language:JavaScript 2871
dk-liang / Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
transformer-cv transformer detr transformer-with-cv transformer-awesome visual-transformer
2844
HRNet / HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
segmentation semantic-segmentation cityscapes pascal-context lip high-resolution high-resolution-net hrnets transformer segmentation-transformer
Language:Python 2811
thunlp / OpenPrompt
An Open-Source Framework for Prompt-Learning.
ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer
Language:Python 2672
JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer image-sr restoration super-resolution denoising deblocking decompression
Language:Python 2671
BlinkDL / RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers
Language:Python 2621
bytedance / lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
inference transformer beam-search bert cuda sampling diverse-decoding multilingual-nmt training bart gpt accelerate
Language:C++ 2621
yangjianxin1 / GPT2-chitchat
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)
transformer gpt2 gpt-2 chichat nlp text-generation dialogue-model dialogpt
Language:Python 2507
NVIDIA / FasterTransformer
Transformer related optimization, including BERT, GPT
pytorch transformer gpt bert
Language:C++ 2440
cmhungsteve / Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
attention-mechanism attention-mechanisms awesome-list computer-vision deep-learning detr papers self-attention transformer transformer-architecture transformer-awesome transformer-cv transformer-models transformer-with-cv transformers vision-transformer visual-transformer vit
2392
PaddlePaddle / awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn
Language:Jupyter Notebook 2060

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