Popular GitHub Repositories for Xlm Roberta

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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

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

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

RoBERTa中文预训练模型: RoBERTa for Chinese

The implementation of DeBERTa

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

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

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

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，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

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

? A PyTorch library of curated Transformer models and their composable components

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