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44 search results found

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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.

Awesome Pretrained Chinese Nlp Models ⭐ 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 ⭐ 3,723

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

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

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Chineseglue ⭐ 1,765

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Gpt2 Ml ⭐ 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

Spark ⭐ 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"

Chinese Electra ⭐ 1,253

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

Bert Ner ⭐ 872

Pytorch-Named-Entity-Recognition-with-BERT

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Patrickstar ⭐ 631

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

BERT for Multitask Learning

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Cluepretrainedmodels ⭐ 536

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

Azureml Bert ⭐ 384

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

Tod Bert ⭐ 277

Pre-Trained Models for ToD-BERT

PERT: Pre-training BERT with Permuted Language Model

Pytorch Nlu ⭐ 226

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Bert Squad ⭐ 217

SQuAD Question Answering Using BERT, PyTorch

Bert Ner Tf ⭐ 184

Named Entity Recognition with BERT using TensorFlow 2.0

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Transformer Models ⭐ 150

Deep Learning Transformer models in MATLAB

Electra ⭐ 112

中文预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

Minirbt ⭐ 102

MiniRBT (中文小型预训练模型系列)

Ontoprotein ⭐ 98

Code and datasets for the ICLR2022 paper "OntoProtein: Protein Pretraining With Gene Ontology Embedding"

Transfomers Silicon Research ⭐ 97

Research and Materials on Hardware implementation of Transformer Model

Recurrent Vln Bert ⭐ 90

Code of the CVPR 2021 Oral paper: A Recurrent Vision-and-Language BERT for Navigation

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Roberta Wwm Base Distill ⭐ 64

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

Syntaxdot ⭐ 62

Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

Transformers Keras ⭐ 61

Transformer-based models implemented in tensorflow 2.x(using keras).

Cybertron ⭐ 44

mindspore implementation of transformers

Bert Qna Squad_2.0_finetuned_model ⭐ 38

BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

Sentilare ⭐ 34

Codes for our paper "SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge" (EMNLP 2020)

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Scibert_cn ⭐ 29

Pretrained model for Chinese Scientific Text

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

SIGIR'22 paper: Axiomatically Regularized Pre-training for Ad hoc Search

Recommendation_transfer_learning_pretraining ⭐ 18

Pre-training and Transfer learning papers for recommendation

Psychwordvec ⭐ 15

🔜 Integrative Toolbox of Word Embedding Research for Psychological Science.

Vietnamese Roberta ⭐ 12

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Language Model Pretraining For Text Generation ⭐ 11

LM pretraining for generation, reading list, resources, conference mappings.

Meta_xlm ⭐ 10

Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks

Dataset and code for ”EATN: An Efﬁcient Adaptive Transfer Network for Aspect-level Sentiment Analysis"

预训练模型知识量度量竞赛 Baseline F1 0.35 BERTForMaskedLM

Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'

Childtuning ⭐ 5

Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》

Polibertweet ⭐ 5

A transformer-based language model trained on politics-related Twitter data. This repo is the official resource of the paper "PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter", LREC 2022

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