Pycorrector

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="765" alt="image" src="https://github.com/user-attachments/assets/13a16d18-631e-437e-b870-b680e0de9618">


模型效果评估：

<img width="887" alt="eval" src="https://github.com/user-attachments/assets/a2e8419c-74e1-4749-9b67-7e8341df4fd1">



**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

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

**Full Changelog**: https://github.com/shibing624/pycorrector/compare/0.4.5...0.4.6

**Full Changelog**: https://github.com/shibing624/pycorrector/compare/0.4.4...0.4.5

What's Changed
* Add ernie-csc model by joey12300 in https://github.com/shibing624/pycorrector/pull/252
* Update: the description for MacBERT. by okcd00 in https://github.com/shibing624/pycorrector/pull/259
* Solve the misalignment problem on UNK tokens (MacBERT). by okcd00 in https://github.com/shibing624/pycorrector/pull/261

New Contributors
* joey12300 made their first contribution in https://github.com/shibing624/pycorrector/pull/252
* okcd00 made their first contribution in https://github.com/shibing624/pycorrector/pull/259

**Full Changelog**: https://github.com/shibing624/pycorrector/compare/0.4.1...0.4.3