bert

There are 76 repositories under bert topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 126124
haystack
deepset-ai / haystack
:mag: LLM 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.
nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 13872
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp natural-language-processing tutorial pytorch tensorflow transformer attention paper bert
Language:Jupyter Notebook 13756
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 12213
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.
nlp embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie document-intelligence compression llm distributed-training llama
Language:Python 11506
datawhalechina / leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍），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 9894
ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
chinese-bert tensorflow pytorch bert nlp roberta bert-wwm bert-wwm-ext roberta-wwm rbt
Language:Python 9325
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification
9208
tokenizers
huggingface / tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
nlp natural-language-processing natural-language-understanding language-model transformers bert gpt
Language:Rust 8509
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 7940
fishaudio / Bert-VITS2
vits2 backbone with multilingual-bert
bert bert-vits2 tts vits vits2 bert-vits
Language:Python 7060
bertviz
jessevig / bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
natural-language-processing machine-learning visualization neural-network pytorch nlp bert transformer gpt2 roberta transformers
Language:Python 6424
PaddlePaddle / ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
bert nlp natural-language-processing language-understanding ernie
Language:Python 6206
codertimo / BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert transformer pytorch nlp language-model
Language:Python 6031
BERTopic
MaartenGr / BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bert transformers topic-modeling sentence-embeddings nlp machine-learning topic ldavis topic-modelling topic-models
Language:Python 5620
NVIDIA / FasterTransformer
Transformer related optimization, including BERT, GPT
pytorch transformer gpt bert
Language:C++ 5505
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 4602
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
chinese nlp pretrained-models bert roberta xlnet nezha ernie gpt gpt-2 nlu-nlg simbert pangu dataset llm large-language-models multimodel
Language:Python 4280
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4251
thunlp / PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
nlp pre-trained-language-models ai machine-learning bert prompt-toolkit prompt prompt-learning prompt-based
3941
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 roberta xlnet tensorflow pytorch pre-trained-model chinese-corpus pre-trained
Language:Python 3905
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
nlu benchmark chinese corpus dataset bert albert chineseglue glue roberta language-model pretrained-models transformers tensorflow pytorch
Language:Python 3848
llmware-ai / llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering retrieval-augmented-generation semantic-search transformers rag
Language:Python 3813
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
bert relation-extraction entity-recognition attention gcn
Language:C++ 3758
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert tensorflow language-detection machine-translation text-classification language-model llm question-answering
Language:Scala 3713
KeyBERT
MaartenGr / KeyBERT
Minimal keyword extraction with BERT
keyword-extraction keyphrase-extraction bert mmr
Language:Python 3239
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
3134
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++ 3108
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 gpt-3 language-model llama nlp zero-shot-learning chatbot chatgpt chinese chinese-nlp
Language:Python 2994
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
deeplearning nlp nlu tensorflow dynet deep-learning pytorch bert transformers quantization
Language:Python 2930
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 2916
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 nlp dataming bert kaggle-competition machine-learning deep-learning learning-by-doing
Language:Jupyter Notebook 2879
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
bert classification cnn detection dqn dssm dynabert gan nlp pose recommender-system reinforcement-learning rnn sarsa segmentation tinybert transformer video
Language:Jupyter Notebook 2851
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 2846
brightmart / roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
roberta chinese bert pre-trained-language-models pre-trained gpt2
Language:Python 2537
yuanzhoulvpi2017 / zero_nlp
中文nlp解决方案(大模型、数据、模型、训练、推理)
bert nlp transformers gpt2 chatglm-6b clip gpt gpt-neox pytorch text-generation dolly bloom huggingface-transformers falcon llama2 pipeline
Language:Python 2511