Update README.md

README.md

@@ -1,3 +1,48 @@
 ---
+language: 
+- zh
+tags:
+- chatglm
+- pytorch
+- zh
+- Text2Text-Generation
 license: bigscience-bloom-rail-1.0
+widget:
+- text: "对下面中文拼写纠错：\n少先队员因该为老人让坐。\n答："
+
 ---
+
+# Chinese language Model(kenlm)
+kenlm language model:
+
+- big model: zh_giga.no_cna_cmn.prune01244.klm
+- small model: people2014corpus_chars.klm
+## Usage
+
+本项目开源在 pycorrector 项目：[pycorrector](https://github.com/shibing624/pycorrector)，可支持kenlm模型，通过如下命令调用：
+
+Install package:
+```shell
+pip install -U pycorrector
+```
+
+```python
+from pycorrector import Corrector
+model = Corrector(language_model_path='people_chars_tiny.klm')
+print(model.correct('少先队员因该为老人让坐')) # ['少先队员应该为老人让座。']
+```
+
+如果需要训练文本纠错模型，请参考[https://github.com/shibing624/pycorrector](https://github.com/shibing624/pycorrector)
+
+
+
+## Citation
+
+```latex
+@software{pycorrector,
+  author = {Ming Xu},
+  title = {pycorrector: Text Error Correction Tool},
+  year = {2023},
+  url = {https://github.com/shibing624/pycorrector},
+}
+```