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facebookresearch/fairseq

Sequence-to-sequence toolkit for NLP tasks like translation and summarization

32.2K
Stable
Python
LLM Frameworks
PyTorch
#nlp#sequence-modeling#translation

bentrevett/pytorch-seq2seq

Tutorials on implementing sequence-to-sequence models with PyTorch and TorchText for machine translation and more.

5.7K
Archived
Jupyter Notebook
Frameworks
Tutorials & Courses
PyTorch
#pytorch#seq2seq#machine-translation

facebookresearch/fairseq-lua

A sequence-to-sequence toolkit developed by Facebook AI Research for natural language processing tasks.

3.7K
Archived
Lua
LLM Frameworks
API Frameworks
#nlp#sequence-to-sequence#language-modeling

farizrahman4u/seq2seq

A Keras library for building sequence-to-sequence models, useful for vibe coders building AI-powered apps.

3.2K
Archived
Python
LLM Frameworks
API Frameworks
Python
#sequence-to-sequence#machine-learning#natural-language-processing

OFA-Sys/OFA

Official repository for the OFA (Unifying Architectures, Tasks, and Modalities) AI model, supporting various vision-language tasks.

2.6K
Archived
Python
LLM Frameworks
Computer Vision
PyTorch
#pretrained-models#multimodal#vision-language

facebookresearch/large_concept_model

Large Concept Models for language modeling in a sentence representation space using PyTorch.

2.3K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#language-models#nlp#seq2seq

pannous/tensorflow-speech-recognition

A deep learning-based speech recognition library built on TensorFlow for developers working with AI-powered audio apps.

2.2K
Archived
Python
Speech Recognition
API Frameworks
TensorFlow
#speech-recognition#audio-processing#deep-learning

CLUEbenchmark/CLUENER2020

CLUENER2020 is a Chinese fine-grained named entity recognition dataset and benchmark for AI-powered NLP development.

1.5K
Archived
Python
Fine-tuning
Databases
Python
#chinese-ner#named-entity-recognition#seq2seq

920232796/bert_seq2seq

A PyTorch implementation of BERT for sequence-to-sequence tasks, including text summarization, classification, and generation.

1.3K
Archived
Python
LLM Frameworks
Text Generation
PyTorch
#bert#seq2seq#text-generation

harvardnlp/seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention for natural language processing.

1.3K
Archived
Lua
LLM Frameworks
API Frameworks
Lua
#nlp#sequence-to-sequence#lstm

awslabs/sockeye

Sockeye is a PyTorch-based sequence-to-sequence framework for neural machine translation tasks.

1.2K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#machine-translation#sequence-to-sequence#attention-mechanism

microsoft/MASS

MASS is a pre-training framework for language generation tasks using masked sequence-to-sequence learning.

1.1K
Archived
Python
LLM Frameworks
API Frameworks
Python
#natural-language-processing#language-model#sequence-to-sequence

facebookresearch/fairseq2

FAIR Sequence Modeling Toolkit 2 is a powerful PyTorch-based library for training custom language models and sequence-to-sequence models.

1.1K
Active
Python
LLM Frameworks
API Frameworks
PyTorch
#natural-language-processing#sequence-modeling#deep-learning

fudan-zvg/SETR

SETR is a transformer-based approach for rethinking semantic segmentation from a sequence-to-sequence perspective.

1.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#segmentation#transformer

guillaume-chevalier/seq2seq-signal-prediction

A TensorFlow-based sequence-to-sequence (seq2seq) RNN model for signal forecasting and time series prediction.

1.1K
Archived
Jupyter Notebook
ML Ops
Time Series
TensorFlow
#signal-forecasting#time-series-prediction#sequence-to-sequence

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