pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。

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

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

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，T5，UDA等模型的训练和预测，开箱即用。

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

Multilingual/multidomain question generation datasets, models, and python library for question generation.

An NLP system for generating reading comprehension questions

MinT: Minimal Transformer Library and Tutorials

Code and data for crosstalk text generation tasks, exploring whether large models and pre-trained language models can understand humor.

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction

This repository contains the official release of the model "BanglaT5" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla".

Chef Transformer 🍲 .

Turkish LM Tuner

Codes for our paper "JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs" (ACL 2021 Findings)

Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting

Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP

Gateway into the John Snow Labs Ecosystem