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datawhalechina /leedl-tutorial

Star16.3k

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial

UpdatedNov 23, 2025
Jupyter Notebook

graykode /nlp-tutorial

Star14.9k

Natural Language Processing Tutorial for Deep Learning Researchers

nlp natural-language-processing tutorial tensorflow paper pytorch transformer attention bert

UpdatedFeb 21, 2024
Jupyter Notebook

PaddlePaddle /PaddleNLP

Star12.9k

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

nlp search-engine compression sentiment-analysis transformers information-extraction question-answering llama pretrained-models embedding bert semantic-analysis distributed-training ernie neural-search uie document-intelligence paddlenlp llm

UpdatedDec 17, 2025
Python

jina-ai /clip-as-service

Star12.8k

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

deep-learning pytorch openai bert sentence2vec onnx cross-modality multi-modality image2vec sentence-encoding bert-as-service cross-modal-retrieval neural-search clip-model clip-as-service

UpdatedJan 23, 2024
Python

NielsRogge /Transformers-Tutorials

Star11.5k

This repository contains demos I made with the Transformers library by HuggingFace.

transformers pytorch bert gpt-2 layoutlm vision-transformer

UpdatedJan 13, 2026
Jupyter Notebook

huggingface /tokenizers

Star10.5k

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

nlp natural-language-processing transformers gpt language-model bert natural-language-understanding

UpdatedFeb 20, 2026
Rust

ymcui /Chinese-BERT-wwm

Star10.2k

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

nlp tensorflow pytorch bert rbt roberta chinese-bert bert-wwm bert-wwm-ext roberta-wwm

UpdatedJul 15, 2025
Python

brightmart /nlp_chinese_corpus

Star9.9k

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlp news wiki text-classification word2vec corpus dataset question-answering chinese chinese-nlp language-model bert chinese-corpus pretrain chinese-dataset

UpdatedFeb 6, 2026

fishaudio /Bert-VITS2

Star8.7k

vits2 backbone with multilingual-bert

agent fish tts bert vocoder vits llm vits2 bert-vits bert-vits2 fish-speech

UpdatedFeb 16, 2026
Python

jessevig /bertviz

Star7.9k

BertViz: Visualize Attention in Transformer Models

visualization nlp machine-learning natural-language-processing neural-network transformers pytorch transformer bert roberta gpt2

UpdatedJan 8, 2026
Python

MaartenGr /BERTopic

Star7.4k

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

nlp machine-learning topic transformers topic-modeling bert topic-models sentence-embeddings topic-modelling ldavis

UpdatedFeb 20, 2026
Python

codertimo /BERT-pytorch

Star6.5k

Google AI 2018 BERT pytorch implementation

nlp pytorch transformer language-model bert

UpdatedSep 15, 2023
Python

NVIDIA /FasterTransformer

Star6.4k

Transformer related optimization, including BERT, GPT

pytorch transformer gpt bert

UpdatedMar 27, 2024
C++

lonePatient /awesome-pretrained-chinese-nlp-models

Star5.5k

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

nlp dataset chinese gpt pretrained-models pangu bert multimodel roberta gpt-2 ernie xlnet nezha nlu-nlg simbert large-language-models llm

UpdatedFeb 16, 2026
Python

macanv /BERT-BiLSTM-CRF-NER

Star4.9k

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

crf named-entity-recognition ner bert blstm bert-bilstm-crf

UpdatedFeb 24, 2021
Python

bentrevett /pytorch-sentiment-analysis

Star4.6k

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext

UpdatedMar 27, 2024
Jupyter Notebook

thunlp /PromptPapers

Star4.3k

Must-read papers on prompt-based tuning for pre-trained language models.

nlp machine-learning ai prompt prompt-toolkit bert pre-trained-language-models prompt-learning prompt-based

UpdatedJul 17, 2023

CLUEbenchmark /CLUE

Star4.2k

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

benchmark tensorflow nlu glue corpus transformers pytorch dataset chinese pretrained-models language-model albert bert roberta chineseglue

UpdatedFeb 6, 2026
Python

MaartenGr /KeyBERT

Star4.1k

Minimal keyword extraction with BERT

mmr keyword-extraction bert keyphrase-extraction

UpdatedFeb 3, 2026
Python

JohnSnowLabs /spark-nlp

Star4.1k

State of the Art Natural Language Processing

nlp natural-language-processing spark sentiment-analysis text-classification tensorflow machine-translation transformers language-detection pyspark named-entity-recognition question-answering lemmatizer spell-checker bert part-of-speech-tagger entity-extraction onnx llm llamacpp

UpdatedFeb 17, 2026
Scala

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