bert

There are 80 repositories under bert topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Python 135913
haystack
deepset-ai / haystack
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers
Language:Python 18001
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
attention bert natural-language-processing nlp paper pytorch tensorflow transformer tutorial
Language:Jupyter Notebook 14325
datawhalechina / leedl-tutorial
《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
bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial
Language:Jupyter Notebook 13965
clip-as-service
jina-ai / clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert sentence-encoding deep-learning clip-model clip-as-service bert-as-service cross-modal-retrieval multi-modality neural-search openai pytorch onnx cross-modality image2vec sentence2vec
Language:Python 12485
PaddleNLP
PaddlePaddle / PaddleNLP
👑 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.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Language:Python 12198
ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow
Language:Python 9731
NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
bert gpt-2 layoutlm pytorch transformers vision-transformer
Language:Jupyter Notebook 9589
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
9518
tokenizers
huggingface / tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
bert gpt language-model natural-language-processing natural-language-understanding nlp transformers
Language:Rust 9104
fishaudio / Bert-VITS2
vits2 backbone with multilingual-bert
agent bert bert-vits bert-vits2 fish fish-speech llm tts vits vits2 vocoder
Language:Python 8052
bertviz
jessevig / bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization
Language:Python 6989
PaddlePaddle / ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
bert ernie language-understanding natural-language-processing nlp
Language:Python 6329
codertimo / BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert language-model nlp pytorch transformer
Language:Python 6237
BERTopic
MaartenGr / BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers
Language:Python 6224
NVIDIA / FasterTransformer
Transformer related optimization, including BERT, GPT
bert gpt pytorch transformer
Language:C++ 5922
lonePatient / awesome-pretrained-chinese-nlp-models
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
bert chinese dataset ernie gpt gpt-2 large-language-models llm multimodel nezha nlp nlu-nlg pangu pretrained-models roberta simbert xlnet
Language:Python 4949
macanv / BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Language:Python 4733
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Language:Jupyter Notebook 4405
thunlp / PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit
4102
CLUEbenchmark / CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
albert benchmark bert chinese chineseglue corpus dataset glue language-model nlu pretrained-models pytorch roberta tensorflow transformers
Language:Python 4023
brightmart / albert_zh
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
albert bert chinese-corpus pre-trained pre-trained-model pytorch roberta tensorflow xlnet
Language:Python 3939
km1994 / nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
attention bert entity-recognition gcn relation-extraction
Language:C++ 3935
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers
Language:Scala 3880
KeyBERT
MaartenGr / KeyBERT
Minimal keyword extraction with BERT
bert keyphrase-extraction keyword-extraction mmr
Language:Python 3594
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
albert bert clustering convolutional-neural-networks dbscan deep-learning gan gans gpt huggingface-transformers keras keras-tensorflow machine-learning neural-networks pytorch pytorch-implementation pytorch-tutorial scikit-learn tensorflow transformers
3456
bytedance / lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
accelerate bart beam-search bert cuda diverse-decoding gpt inference multilingual-nmt sampling training transformer
Language:C++ 3217
PaddlePaddle / awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn
Language:Jupyter Notebook 3149
ben1234560 / AiLearning-Theory-Applying
快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。
ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp
Language:Jupyter Notebook 3082
yuanzhoulvpi2017 / zero_nlp
中文nlp解决方案(大模型、数据、模型、训练、推理)
bert chatglm-6b clip gpt gpt2 huggingface-transformers llama llama2 llava nlp pytorch text-generation transformers
Language:Jupyter Notebook 3059
CVI-SZU / Linly
Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
bert chatbot chatgpt chinese chinese-nlp gpt-3 language-model llama nlp zero-shot-learning
Language:Python 3034
dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
bert pre-training fine-tuning gpt chinese natural-language-processing pytorch elmo classification ner t5 unilm roberta albert clue gpt-2 model-zoo bart pegasus xlm-roberta
Language:Python 3011
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings
Language:Python 2956
nlp-architect
IntelLabs / nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers
Language:Python 2942
guillaume-be / rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation
Language:Rust 2682
brightmart / roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
bert chinese gpt2 pre-trained pre-trained-language-models roberta
Language:Python 2630