sequence-to-sequence

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bentrevett /pytorch-seq2seq

Star5.6k

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

tutorial pytorch transformer lstm gru rnn seq2seq attention neural-machine-translation sequence-to-sequence encoder-decoder pytorch-tutorial pytorch-tutorials encoder-decoder-model pytorch-implmention pytorch-nlp torchtext pytorch-implementation pytorch-seq2seq cnn-seq2seq

UpdatedJan 20, 2024
Jupyter Notebook

facebookresearch /large_concept_model

Star2.3k

Large Concept Models: Language modeling in a sentence representation space

nlp pytorch seq2seq sequence-to-sequence language-models

UpdatedJan 29, 2025
Python

Delta-ML /delta

Star1.6k

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects:https://lfaidata.foundation/projects/delta/

nlp front-end ops deep-learning text-classification tensorflow nlu speech inference text-generation speech-recognition seq2seq sequence-to-sequence speaker-verification asr tensorflow-serving emotion-recognition custom-ops serving tensorflow-lite

UpdatedApr 16, 2025
Python

NVIDIA /OpenSeq2Seq

Star1.6k

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

text-to-speech deep-learning tensorflow multi-node speech-synthesis speech-recognition seq2seq speech-to-text neural-machine-translation sequence-to-sequence language-model multi-gpu float16 mixed-precision

UpdatedMay 11, 2021
Python

CLUEbenchmark /CLUENER2020

Star1.5k

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

dataset named-entity-recognition chinese seq2seq sequence-to-sequence ner albert bert sequence-labeling chinese-ner roberta fine-grained-ner chinesener

UpdatedNov 21, 2022
Python

awslabs /sockeye

Star1.2k

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

machine-learning deep-neural-networks translation deep-learning machine-translation pytorch transformer seq2seq neural-machine-translation sequence-to-sequence attention-mechanism encoder-decoder attention-model sequence-to-sequence-models attention-is-all-you-need sockeye transformer-architecture transformer-network

UpdatedOct 24, 2024
Python

athena-team /athena

Star963

an open-source implementation of sequence-to-sequence based speech processing engine

deployment tensorflow tts speech-synthesis transformer speech-recognition sequence-to-sequence unsupervised-learning speaker-recognition asr ctc wfst

UpdatedDec 2, 2022
C++

microsoft /renderformer

Star832

Official Code Release for [SIGGRAPH 2025] RenderFormer: Transformer-based Neural Rendering of Triangle Meshes with Global Illumination

rendering global-illumination pytorch transformer renderer sequence-to-sequence 3d 3d-graphics neural-rendering renderformer

UpdatedSep 25, 2025
Python

Shark-NLP /DiffuSeq

Star818

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

text-generation sequence-to-sequence diffusion-models

UpdatedMar 1, 2024
Python

EdinburghNLP /nematus

Star803

Open-Source Neural Machine Translation in Tensorflow

machine-translation neural-machine-translation sequence-to-sequence mt nmt

UpdatedDec 9, 2022
Python

hirofumi0810 /neural_sp

Star594

End-to-end ASR/LM implementation with PyTorch

streaming speech language-modeling pytorch transformer speech-recognition seq2seq attention automatic-speech-recognition sequence-to-sequence language-model attention-mechanism asr ctc rnn-transducer transformer-xl

UpdatedAug 30, 2021
Python

bshao001 /ChatLearner

Star542

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

python deep-learning tensorflow chatbot beam-search sequence-to-sequence nmt tensorflow-chatbot seq2seq-model rule-based nmt-model

UpdatedNov 13, 2019
Python

lvapeab /nmt-keras

Star530

Neural Machine Translation with Keras

machine-learning theano deep-learning tensorflow machine-translation keras transformer gru neural-machine-translation sequence-to-sequence nmt attention-mechanism web-demo attention-model lstm-networks attention-is-all-you-need attention-seq2seq

UpdatedJul 30, 2021
Python

inseq-team /inseq

Star444

Interpretability for sequence generation models 🐛 🔍

natural-language-processing deep-learning transformers sequence-to-sequence language-model interpretability language-generation explainable-ai huggingface captum attribution-methods large-language-models generative-ai

UpdatedOct 29, 2025
Python

ufal /neuralmonkey

Star413

An open-source tool for sequence learning in NLP built on TensorFlow.

python nlp deep-learning tensorflow gpu machine-translation neural-networks image-captioning neural-machine-translation sequence-to-sequence mt nmt encoder-decoder

UpdatedApr 28, 2020
Python

ywk991112 /pytorch-chatbot

Star398

Pytorch seq2seq chatbot

chatbot pytorch seq2seq beam-search sequence-to-sequence pytorch-tutorial

UpdatedApr 11, 2020
Python

jayparks /tf-seq2seq

Star388

Sequence to sequence learning using TensorFlow.

nlp machine-learning natural-language-processing deep-learning neural-network tensorflow seq2seq beam-search neural-machine-translation sequence-to-sequence nmt natural-language-understanding encoder-decoder

UpdatedApr 16, 2018
Python

jonsafari /nmt-list

Star365

A list of Neural MT implementations

deep-learning machine-translation neural-machine-translation sequence-to-sequence mt nmt

UpdatedJul 27, 2022

Gurupradeep /deeplearning.ai-Assignments

Star354

lstm neural-networks rnn deeplearning convolutional-neural-networks sequence-to-sequence

UpdatedJun 12, 2021
Jupyter Notebook

mckinziebrandon /DeepChatModels

Star310

Conversation models in TensorFlow. (website removed)

flask tensorflow chatbot tensorboard sequence-to-sequence googlecloud appengine-python encoder-decoder conversation-models

UpdatedOct 2, 2020
Python

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