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597 search results found
Transformers
⭐
127,491
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Haystack
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12,474
🔍 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.
Paddlenlp
⭐
10,908
👑 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.
Chinese Bert Wwm
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8,600
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
Bert Pytorch
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5,605
Google AI 2018 BERT pytorch implementation
Bertviz
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5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
Bert Vits2
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5,440
vits2 backbone with multilingual-bert
Awesome Pretrained Chinese Nlp Models
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3,738
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
Albert_zh
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3,723
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Clue
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3,345
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Keybert
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3,047
Minimal keyword extraction with BERT
Uer Py
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2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Keras Bert
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2,281
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Zero_nlp
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2,248
中文nlp解决方案(大模型、数据、模型、训练、推理)
Mt Dnn
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2,154
Multi-Task Deep Neural Networks for Natural Language Understanding
Roberta_zh
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2,141
RoBERTa中文预训练模型: RoBERTa for Chinese
Kashgari
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2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Codesearchnet
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2,054
Datasets, tools, and benchmarks for representation learning of code.
Texar
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2,008
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
Easynlp
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1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Alicemind
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1,870
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
Llmware
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1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Awesome Sentence Embedding
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1,831
A curated list of pretrained sentence and word embedding models
Absa Pytorch
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1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Farm
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1,706
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Gpt2 Ml
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1,674
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
Deberta
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1,673
The implementation of DeBERTa
Bert Ner Pytorch
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1,666
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
Keras Textclassification
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1,641
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Nlp Journey
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1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Paddleslim
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1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
Textbrewer
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1,387
A PyTorch-based knowledge distillation toolkit for natural language processing
Spark
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1,355
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
Spacy Transformers
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1,302
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Chinese Electra
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1,253
Pre-trained Chinese ELECTRA(中文ELECTRA预训练模型)
Contextualized Topic Models
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1,141
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Nlp_xiaojiang
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1,129
自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Senten Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征
Bert Extractive Summarizer
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1,096
Easy to use extractive text summarization with BERT
Nlp Paper
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1,070
自然语言处理领域下的相关论文(附阅读笔记),复现模型以及数据处理等(代码含TensorFlow和Py
Bert4torch
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1,035
An elegent pytorch implement of transformers
Kbqa Bert
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1,024
基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式
Bert Ner
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1,000
Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).
Transformers4rec
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974
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
Vits_chinese
⭐
960
Best practice TTS based on BERT and VITS with some Natural Speech Features Of Microsoft; Support ONNX streaming out!
Tencentpretrain
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951
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
Bert_seq2seq
⭐
890
pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注
Bert Ner
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872
Pytorch-Named-Entity-Recognition-with-BERT
Service Streamer
⭐
860
Boosting your Web Services of Deep Learning Applications.
Textgen
⭐
842
TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型,实现了包括LLaMA,ChatGLM,BLOOM,GPT2,Seq2Seq,BART,
Easytransfer
⭐
795
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
Nlp Tutorials
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794
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
K Bert
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793
Source code of K-BERT (AAAI2020)
Curated Transformers
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790
🤖 A PyTorch library of curated Transformer models and their composable components
Detoxify
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774
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at
[email protected]
.
Bert Multi Label Text Classification
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761
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
Fasthan
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730
fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具,像spacy一样调用方
Uform
⭐
729
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
Nncf
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725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Texar Pytorch
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711
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/
Gector
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680
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
Primeqa
⭐
677
The prime repository for state-of-the-art Multilingual Question Answering research and development.
Rasa_chatbot_cn
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677
building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
Polyfuzz
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671
Fuzzy string matching, grouping, and evaluation.
Bert For Tf2
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665
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
Scibert
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643
A BERT model for scientific text.
Bert Chinese Ner
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637
使用预训练语言模型BERT做中文NER
Patrickstar
⭐
631
PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.
Bertsearch
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620
Elasticsearch with BERT for advanced document search.
Phobert
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593
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
Portuguese Bert
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582
Portuguese pre-trained BERT models
Jointbert
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578
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
Transformers For Nlp 2nd Edition
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555
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
Classifier Multi Label
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548
多标签文本分类,多标签分类,文本分类, multi-label, classifier, text classification, BERT, seq2seq,attention, multi-label-classification
Bertweet
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542
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Treasure Of Transformers
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541
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
Fastbert
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527
The score code of FastBERT (ACL2020)
Bert Relation Extraction
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521
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
Splade
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462
SPLADE: sparse neural search (SIGIR21, SIGIR22)
Happy Transformer
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449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
Tensorflowasr
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434
一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目,CPU上的实时率(RTF)小于
Bigbird
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433
Transformers for Longer Sequences
Bertwithpretrained
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428
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework
Pytextclassifier
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427
pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,TextRNN,BERT等分类模型
Albert_pytorch
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423
A Lite Bert For Self-Supervised Learning Language Representations
Bert For Sequence Labeling And Text Classification
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422
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
Cdqa
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418
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
Ner Bert
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404
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Coref
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398
BERT for Coreference Resolution
Bert Embedding
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392
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Nlp Notebook
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390
NLP 领域常见任务的实现,包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生
Glyce
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387
Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations
Abstractive Summarization With Transfer Learning
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387
Abstractive summarisation using Bert as encoder and Transformer Decoder
Textfooler
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376
A Model for Natural Language Attack on Text Classification and Inference
Arabert
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372
Pre-trained Transformers for the Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic Electra)
Contextualspellcheck
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365
✔️Contextual word checker for better suggestions
Turkish Bert
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364
Turkish BERT/DistilBERT, ELECTRA and ConvBERT models
Transformersum
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362
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
Bert4doc Classification
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353
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
Bertsimilarity
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352
Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。
Fewclue
⭐
347
FewCLUE 小样本学习测评基准,中文版
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