🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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TensorFlow code and pre-trained models for BERT
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Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
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Multilingual Sentence & Image Embeddings with BERT
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👑 Easy-to-use and powerful NLP 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 and 🖼 Diffusion AIGC system etc.
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Mapping a variable-length sentence to a fixed-length vector using BERT model
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Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
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An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
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attention-is-all-you-need-pytorchby jadore801120
Python 
7565 Version:Current License: Permissive (MIT)
A PyTorch implementation of the Transformer model in "Attention is All You Need".
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💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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Chinese version of GPT2 training code, using BERT tokenizer.
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Code for the paper "Jukebox: A Generative Model for Music"
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TensorFlow Neural Machine Translation Tutorial
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An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
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Google AI 2018 BERT pytorch implementation
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Ongoing research training transformer models at scale
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BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
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Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
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PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
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Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
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Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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Chinese-Text-Classification-Pytorchby 649453932
Python 4459 Version:Current License: Permissive (MIT)
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
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Hackable and optimized Transformers building blocks, supporting a composable construction.
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Leveraging BERT and c-TF-IDF to create easily interpretable topics.
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pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。
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A TensorFlow Implementation of the Transformer: Attention Is All You Need
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A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
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Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
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Official DeiT repository
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State of the Art Natural Language Processing
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Production First and Production Ready End-to-End Speech Recognition Toolkit
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viewpager with parallax pages, together with vertical sliding (or click) and activity transition
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A simple but complete full-attention transformer with a set of promising experimental features from various papers
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A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
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A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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Implementation of BERT that could load official pre-trained models for feature extraction and prediction
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AI 写小说，生成玄幻和言情网文等等。中文预训练生成模型。采用我的 RWKV 模型，类似 GPT-2 。AI写作。RWKV for Chinese novel generation.
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Transform PHP data to JavaScript.
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Large-scale pretraining for dialogue
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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
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Evolutionary Scale Modeling (esm): Pretrained language models for proteins
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Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
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Reformer, the efficient Transformer, in Pytorch
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Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
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Super easy library for BERT based NLP models
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Longformer: The Long-Document Transformer
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Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
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transformersby huggingface
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Python 104111Updated: 2 y ago License: Permissive (Apache-2.0)
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bertby google-research
TensorFlow code and pre-trained models for BERT
Python 34473Updated: 2 y ago License: Permissive (Apache-2.0)
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vit-pytorchby lucidrains
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Python 14382Updated: 2 y ago License: Permissive (MIT)
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unilmby microsoft
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Python 12771Updated: 2 y ago License: Permissive (MIT)
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sentence-transformersby UKPLab
Multilingual Sentence & Image Embeddings with BERT
Python 10938Updated: 2 y ago License: Permissive (Apache-2.0)
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PaddleNLPby PaddlePaddle
👑 Easy-to-use and powerful NLP 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 and 🖼 Diffusion AIGC system etc.
Python 9417Updated: 2 y ago License: Permissive (Apache-2.0)
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bert-as-serviceby hanxiao
Mapping a variable-length sentence to a fixed-length vector using BERT model
Python 9373Updated: 4 y ago License: Permissive (MIT)
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Chinese-BERT-wwmby ymcui
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Python 8439Updated: 2 y ago License: Permissive (Apache-2.0)
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gpt-neoby EleutherAI
An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
Python 7866Updated: 2 y ago License: Permissive (MIT)
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attention-is-all-you-need-pytorchby jadore801120
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Python 7565Updated: 2 y ago License: Permissive (MIT)
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tokenizersby huggingface
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Rust 7111Updated: 2 y ago License: Permissive (Apache-2.0)
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GPT2-Chineseby Morizeyao
Chinese version of GPT2 training code, using BERT tokenizer.
Python 6977Updated: 2 y ago License: Permissive (MIT)
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jukeboxby openai
Code for the paper "Jukebox: A Generative Model for Music"
Python 6973Updated: 2 y ago License: Proprietary (Proprietary)
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nmtby tensorflow
TensorFlow Neural Machine Translation Tutorial
Python 6232Updated: 2 y ago License: Permissive (Apache-2.0)
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gpt-neoxby EleutherAI
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
Python 5633Updated: 2 y ago License: Permissive (Apache-2.0)
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BERT-pytorchby codertimo
Google AI 2018 BERT pytorch implementation
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Megatron-LMby NVIDIA
Ongoing research training transformer models at scale
Python 5415Updated: 2 y ago License: Proprietary (Proprietary)
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bertvizby jessevig
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
Python 5282Updated: 2 y ago License: Permissive (Apache-2.0)
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DALLE-pytorchby lucidrains
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Python 5230Updated: 2 y ago License: Permissive (MIT)
5230Updated: 2 y ago License: Permissive (MIT)Support
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dinoby facebookresearch
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Python 4892Updated: 2 y ago License: Permissive (Apache-2.0)
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LoRAby microsoft
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Python 4881Updated: 2 y ago License: Permissive (MIT)
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pytorch-seq2seqby bentrevett
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Jupyter Notebook 4534Updated: 2 y ago License: Permissive (MIT)
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Chinese-Text-Classification-Pytorchby 649453932
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
Python 4459Updated: 2 y ago License: Permissive (MIT)
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xformersby facebookresearch
Hackable and optimized Transformers building blocks, supporting a composable construction.
Python 4418Updated: 2 y ago License: Proprietary (Proprietary)
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BERTopicby MaartenGr
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Python 4329Updated: 2 y ago License: Permissive (MIT)
4329Updated: 2 y ago License: Permissive (MIT)Support
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pycorrectorby shibing624
pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。
Python 4230Updated: 2 y ago License: Permissive (Apache-2.0)
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transformerby Kyubyong
A TensorFlow Implementation of the Transformer: Attention Is All You Need
Python 3954Updated: 2 y ago License: Permissive (Apache-2.0)
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albert_zhby brightmart
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Python 3823Updated: 2 y ago
License: No License (No License)
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simpletransformersby ThilinaRajapakse
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Python 3698Updated: 2 y ago License: Permissive (Apache-2.0)
3698Updated: 2 y ago License: Permissive (Apache-2.0)Support
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deitby facebookresearch
Official DeiT repository
Python 3417Updated: 2 y ago License: Permissive (Apache-2.0)
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spark-nlpby JohnSnowLabs
State of the Art Natural Language Processing
Scala 3279Updated: 2 y ago License: Permissive (Apache-2.0)
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wenetby wenet-e2e
Production First and Production Ready End-to-End Speech Recognition Toolkit
C++ 3072Updated: 2 y ago License: Permissive (Apache-2.0)
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ViewpagerTransitionby xmuSistone
viewpager with parallax pages, together with vertical sliding (or click) and activity transition
Java 3035Updated: 2 y ago License: No License (No License)
3035Updated: 2 y ago License: No License (No License)Support
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x-transformersby lucidrains
A simple but complete full-attention transformer with a set of promising experimental features from various papers
Python 3021Updated: 2 y ago License: Permissive (MIT)
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nlp-architectby IntelLabs
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Python 2897Updated: 2 y ago License: Permissive (Apache-2.0)
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GPT2-chitchatby yangjianxin1
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
Python 2752Updated: 2 y ago License: No License (No License)
2752Updated: 2 y ago License: No License (No License)Support
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nlp-architectby NervanaSystems
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Python 2485Updated: 4 y ago License: Permissive (Apache-2.0)
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keras-bertby CyberZHG
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Python 2411Updated: 2 y ago License: Permissive (MIT)
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AI-Writerby BlinkDL
AI 写小说，生成玄幻和言情网文等等。中文预训练生成模型。采用我的 RWKV 模型，类似 GPT-2 。AI写作。RWKV for Chinese novel generation.
Python 2190Updated: 2 y ago License: Permissive (Apache-2.0)
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PHP-Vars-To-Js-Transformerby laracasts
Transform PHP data to JavaScript.
PHP 2188Updated: 2 y ago License: Permissive (MIT)
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DialoGPTby microsoft
Large-scale pretraining for dialogue
Python 2181Updated: 2 y ago License: Permissive (MIT)
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electraby google-research
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Python 2179Updated: 2 y ago License: Permissive (Apache-2.0)
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esmby facebookresearch
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Python 2078Updated: 2 y ago License: Permissive (MIT)
2078Updated: 2 y ago License: Permissive (MIT)Support
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MAML-Pytorchby dragen1860
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
Python 2014Updated: 2 y ago License: Permissive (MIT)
2014Updated: 2 y ago License: Permissive (MIT)Support
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reformer-pytorchby lucidrains
Reformer, the efficient Transformer, in Pytorch
Python 1911Updated: 2 y ago License: Permissive (MIT)
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rust-bertby guillaume-be
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Rust 1876Updated: 2 y ago License: Permissive (Apache-2.0)
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attention-moduleby Jongchan
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
Python 1814Updated: 2 y ago License: Permissive (MIT)
1814Updated: 2 y ago License: Permissive (MIT)Support
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fast-bertby utterworks
Super easy library for BERT based NLP models
Python 1793Updated: 2 y ago License: Permissive (Apache-2.0)
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longformerby allenai
Longformer: The Long-Document Transformer
Python 1778Updated: 2 y ago License: Permissive (Apache-2.0)
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eccoby jalammar
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
Jupyter Notebook 1719Updated: 2 y ago License: Permissive (BSD-3-Clause)
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