Topic: transformer Goto Github

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0x-ai / beat-ai
transformer,《Beat AI》又名《零生万物》 ，是一本专属于软件开发工程师的 AI 入门圣经，手把手带你上手写 AI。从神经网络到大模型，从高层设计到微观原理，从工程实现到算法，学完后，你会发现 AI 也并不是想象中那么高不可攀、无法战胜，Just beat it !
Organization: 0x-ai
Home Page: https://beatai.cn
ai engineering llm neural-network transformer

amusi / cvpr2024-papers-with-code
transformer,CVPR 2024 论文和开源项目合集
User: amusi
cvpr cvpr2020 computer-vision deep-learning machine-learning object-detection image-segmentation paper image-processing visual-tracking

amusi / iccv2023-papers-with-code
transformer,ICCV 2023 论文和开源项目合集
User: amusi
iccv iccv2021 object-detection computer-vision artificial-intelligence semantic-segmentation transformer iccv2023

autogptq / autogptq
transformer,An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
Organization: autogptq
transformers deep-learning inference large-language-models llms nlp pytorch quantization transformer

bentrevett / pytorch-seq2seq
transformer,Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
User: bentrevett
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

bigscience-workshop / petals
transformer,🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
Organization: bigscience-workshop
Home Page: https://petals.dev
bloom deep-learning distributed-systems language-models large-language-models machine-learning neural-networks pytorch volunteer-computing pipeline-parallelism

blinkdl / rwkv-lm
transformer,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.
User: blinkdl
attention-mechanism deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn

bytedance / lightseq
transformer,LightSeq: A High Performance Library for Sequence Processing and Generation
Organization: bytedance
inference transformer beam-search bert cuda sampling diverse-decoding multilingual-nmt training bart gpt accelerate

cfug / dio
transformer,A powerful HTTP client for Dart and Flutter, which supports global settings, Interceptors, FormData, aborting and canceling a request, files uploading and downloading, requests timeout, custom adapters, etc.
Organization: cfug
Home Page: https://dio.pub
flutter dart adapter http network timeout transformer cancellable dio interceptor

cmhungsteve / awesome-transformer-attention
transformer,An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
User: cmhungsteve
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

codertimo / bert-pytorch
transformer,Google AI 2018 BERT pytorch implementation
User: codertimo
bert transformer pytorch nlp language-model

datawhalechina / leedl-tutorial
transformer,《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
Organization: datawhalechina
machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention

dk-liang / awesome-visual-transformer
transformer,Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
User: dk-liang
transformer-cv transformer detr transformer-with-cv transformer-awesome visual-transformer

eleutherai / lm-evaluation-harness
transformer,A framework for few-shot evaluation of language models.
Organization: eleutherai
Home Page: https://www.eleuther.ai
evaluation-framework language-model transformer

ggerganov / whisper.cpp
transformer,Port of OpenAI's Whisper model in C/C++
User: ggerganov
openai speech-to-text transformer whisper inference speech-recognition

google / trax
transformer,Trax — Deep Learning with Clear Code and Speed
Organization: google
jax numpy deep-learning deep-reinforcement-learning machine-learning transformer reinforcement-learning

graykode / nlp-tutorial
transformer,Natural Language Processing Tutorial for Deep Learning Researchers
User: graykode
Home Page: https://www.reddit.com/r/MachineLearning/comments/amfinl/project_nlptutoral_repository_who_is_studying/
attention bert natural-language-processing nlp paper pytorch tensorflow transformer tutorial

guillaume-be / rust-bert
transformer,Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
User: guillaume-be
Home Page: https://docs.rs/crate/rust-bert
bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

hrnet / hrnet-semantic-segmentation
transformer,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
Organization: hrnet
segmentation semantic-segmentation cityscapes pascal-context lip high-resolution high-resolution-net hrnets transformer segmentation-transformer

huawei-noah / efficient-ai-backbones
transformer,Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
Organization: huawei-noah
convolutional-neural-networks efficient-inference imagenet model-compression tensorflow pytorch ghostnet transformer pretrained-models vision-transformer

huggingface / text-generation-inference
transformer,Large Language Model Text Generation Inference
Organization: huggingface
Home Page: http://hf.co/docs/text-generation-inference
bloom nlp pytorch inference gpt deep-learning transformer falcon starcoder

huggingface / transformers
transformer,🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Organization: huggingface
Home Page: https://huggingface.co/transformers
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer

jessevig / bertviz
transformer,BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
User: jessevig
Home Page: https://towardsdatascience.com/deconstructing-bert-part-2-visualizing-the-inner-workings-of-attention-60a16d86b5c1
natural-language-processing machine-learning visualization neural-network pytorch nlp bert transformer gpt2 roberta

jingyunliang / swinir
transformer,SwinIR: Image Restoration Using Swin Transformer (official repository)
User: jingyunliang
Home Page: https://arxiv.org/abs/2108.10257
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

kyubyong / transformer
transformer,A TensorFlow Implementation of the Transformer: Attention Is All You Need
User: kyubyong
attention-mechanism translation attention-is-all-you-need implementation transformer

labmlai / annotated_deep_learning_paper_implementations
transformer,🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Organization: labmlai
Home Page: https://nn.labml.ai
deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention literate-programming

lukas-blecher / latex-ocr
transformer,pix2tex: Using a ViT to convert images of equations into LaTeX code.
User: lukas-blecher
Home Page: https://lukas-blecher.github.io/LaTeX-OCR/
machine-learning transformer im2latex deep-learning image2text latex dataset pytorch im2markup ocr

microsoft / torchscale
transformer,Foundation Architecture for (M)LLMs
Organization: microsoft
Home Page: https://aka.ms/GeneralAI
computer-vision machine-learning multimodal natural-language-processing pretrained-language-model speech-processing transformer translation

ml-tooling / best-of-ml-python
transformer,🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Organization: ml-tooling
Home Page: https://ml-python.best-of.org
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations

morizeyao / gpt2-chinese
transformer,Chinese version of GPT2 training code, using BERT tokenizer.
User: morizeyao
chinese gpt-2 nlp text-generation transformer

nixtla / neuralforecast
transformer,Scalable and user friendly neural :brain: forecasting algorithms.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/neuralforecast
deep-learning forecasting esrnn nbeats nbeatsx time-series pytorch transformer nhits neural-network

nvidia / fastertransformer
transformer,Transformer related optimization, including BERT, GPT
Organization: nvidia
pytorch transformer gpt bert

open-mmlab / mmdetection
transformer,OpenMMLab Detection Toolbox and Benchmark
Organization: open-mmlab
Home Page: https://mmdetection.readthedocs.io
object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch panoptic-segmentation

open-mmlab / mmsegmentation
transformer,OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Organization: open-mmlab
Home Page: https://mmsegmentation.readthedocs.io/en/main/
semantic-segmentation pytorch pspnet deeplabv3 transformer swin-transformer realtime-segmentation vessel-segmentation retinal-vessel-segmentation image-segmentation

openai / jukebox
transformer,Code for the paper "Jukebox: A Generative Model for Music"
Organization: openai
Home Page: https://openai.com/blog/jukebox/
paper audio music pytorch generative-model vq-vae transformer

optimalscale / lmflow
transformer,An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
Organization: optimalscale
Home Page: https://optimalscale.github.io/LMFlow/
chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

paddlepaddle / awesome-deeplearning
transformer,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
Organization: paddlepaddle
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn

paddlepaddle / paddleseg
transformer,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.
Organization: paddlepaddle
Home Page: https://arxiv.org/abs/2101.06175
semantic-segmentation image-segmentation image-matting interactive-segmentation panoptic-segmentation transformer lane-detection autonomous-driving human-segmentation video-segmentation

paddlepaddle / paddlespeech
transformer,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.
Organization: paddlepaddle
Home Page: https://paddlespeech.readthedocs.io
transformer conformer speech-translation streaming-asr speech-alignment punctuation-restoration streaming-tts speech-synthesis tts asr

posthtml / posthtml
transformer,PostHTML is a tool to transform HTML/XML with JS plugins
Organization: posthtml
Home Page: https://posthtml.org
posthtml parser html xml xml-parser html-parser transformer

systran / faster-whisper
transformer,Faster Whisper transcription with CTranslate2
Organization: systran
deep-learning inference quantization speech-recognition speech-to-text transformer whisper openai

thunlp / openprompt
transformer,An Open-Source Framework for Prompt-Learning.
Organization: thunlp
Home Page: https://thunlp.github.io/OpenPrompt/
nlp pre-trained-language-models ai nlp-machine-learning natural-language-processing natural-language-understanding deep-learning pre-trained-model nlp-library pytorch transformer prompt prompt-toolkit prompts prompt-based-tuning prompt-learning

timeseriesai / tsai
transformer,Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Organization: timeseriesai
Home Page: https://timeseriesai.github.io/tsai/
time-series-classification deep-learning fastai pytorch timeseries time-series sequential time-series-analysis transformer cnn

towhee-io / towhee
transformer,Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
Organization: towhee-io
Home Page: https://towhee.io
machine-learning convolutional-networks embedding-vectors embeddings computer-vision image-processing video-processing feature-extraction image-retrieval unstructured-data

vllm-project / vllm
transformer,A high-throughput and memory-efficient inference and serving engine for LLMs
Organization: vllm-project
Home Page: https://docs.vllm.ai
gpt llm pytorch llmops mlops model-serving transformer llm-serving inference llama

wenet-e2e / wenet
transformer,Production First and Production Ready End-to-End Speech Recognition Toolkit
Organization: wenet-e2e
Home Page: https://wenet-e2e.github.io/wenet/
e2e-models pytorch asr transformer conformer production-ready automatic-speech-recognition speech-recognition whisper

xmusistone / viewpagertransition
transformer,viewpager with parallax pages, together with vertical sliding (or click) and activity transition
User: xmusistone
viewpager transition parallax transformer

yangjianxin1 / gpt2-chitchat
transformer,GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)
User: yangjianxin1
transformer gpt2 gpt-2 chichat nlp text-generation dialogue-model dialogpt

zhouhaoyi / informer2020
transformer,The GitHub repository for the paper "Informer" accepted by AAAI 2021.
User: zhouhaoyi
deep-learning self-attention time-series pytorch forecasting transformer

zyddnys / manga-image-translator
transformer,Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/
User: zyddnys
Home Page: https://cotrans.touhou.ai/
manga anime ocr deep-learning image-processing auto-translation machine-translation pytorch-implementation text-detection text-detection-recognition