##v1.1.1 1. update get errors by difflib 2. accelerate proper corrector with tire tree. ## What's Changed * feat:添加HillZhang1999的两个开源纠错模型 by @smartmark-pro in https://github.com/shibing624/pycorrector/pull/527 ## New Contributors * @smartmark-pro made their first contribution in https://github.com/shibing624/pycorrector/pull/527 **Full Changelog**: https://github.com/shibing624/pycorrector/compare/1.1.0...1.1.1

# v1.1.0版本 1. 新增了基于Qwen2.5的中文文本纠错模型，支持多字、少字、错字、词序、语法等错误纠正，发布了[shibing624/chinese-text-correction-1.5b](https://huggingface.co/shibing624/chinese-text-correction-1.5b)和[shibing624/chinese-text-correction-7b](https://huggingface.co/shibing624/chinese-text-correction-7b)模型，及其对应的LoRA模型。 <img width="893" alt="image" src="https://github.com/user-attachments/assets/eae7dfca-a604-46df-bf19-54cdc4ff22bc"> **Full Changelog**: https://github.com/shibing624/pycorrector/compare/1.0.2...1.1.0

## What's Changed * Llm by @shibing624 in https://github.com/shibing624/pycorrector/pull/431 * Llm by @shibing624 in https://github.com/shibing624/pycorrector/pull/432 * 库依赖跟新和最低版本要求更新 by @Vela-zz in https://github.com/shibing624/pycorrector/pull/444 * Fix issue #470: Improve how confusion words are located and/or replaced by @treya-lin in https://github.com/shibing624/pycorrector/pull/471 ## New Contributors * @Vela-zz made their first contribution in https://github.com/shibing624/pycorrector/pull/444 * @treya-lin made their first contribution in https://github.com/shibing624/pycorrector/pull/471 **Full Changelog**: https://github.com/shibing624/pycorrector/compare/1.0.0...1.0.2

### v1.0.0版本 1. 新增了ChatGLM3/LLaMA2等GPT模型用于中文文本纠错，发布了基于ChatGLM3-6B的[shibing624/chatglm3-6b-csc-chinese-lora](https://huggingface.co/shibing624/chatglm3-6b-csc-chinese-lora)拼写和语法纠错模型； 2. 重写了DeepContext、ConvSeq2Seq、T5等模型的实现。 <img width="840" alt="image" src="https://github.com/shibing624/pycorrector/assets/10249622/dbf10b29-bf72-4d29-8d1f-dfbc53ad4d28"> **Full Changelog**: https://github.com/shibing624/pycorrector/compare/0.4.8...1.0.0