Top 12 Seq2seq Open-Source Projects

• transformers

  175 125,021 10.0 Python

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  

Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23

Is t5x an encoder/decoder architecture?

Some more general options.

The Flax ecosystem

https://github.com/google/flax?tab=readme-ov-file

or dm-haiku

https://github.com/google-deepmind/dm-haiku

were some of the best developed communities in the Jax AI field

Perhaps the “trax” repo? https://github.com/google/trax

Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...

Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py

• PaddleNLP

  2 11,423 9.8 Python

  👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• pytorch-seq2seq

  3 5,169 5.4 Jupyter Notebook

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

• awesome-speech-recognition-speech-synthesis-papers

  0 2,870 3.5

  Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

• lingvo

  1 2,780 8.7 Python

  Lingvo

  

• Transformers4Rec

  4 1,030 5.3 Python

  Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

  

• nlu

  25 805 8.7 Python

  1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• nl2bash

  1 429 0.0 NewLisp

  Generating bash command from natural language https://arxiv.org/abs/1802.08979

  

• inseq

  4 295 8.5 Python

  Interpretability for sequence generation models 🐛 🔍

  

• GAN-RNN_Timeseries-imputation

  7 164 0.0 Jupyter Notebook

  Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

• Behavior-Sequence-Transformer-Pytorch

  1 129 0.0 Jupyter Notebook

  This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

• writing-style-transfer

  1 19 0.0 HTML

  writing style transfer using cycle gan

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