chore(doc): update doc

README.md

@@ -25,7 +25,7 @@
 
 ## How to Run
 
-Please refer to the [documentation](https://github.com/ModelTC/lightx2v/tree/main/docs) in lightx2v
+Please refer to the [documentation](https://github.com/ModelTC/lightx2v/tree/main/docs) in lightx2v.
 
 ## Contributing Guidelines
 

docs/en_US/03.quantization.md

 # Quantization
 
-lightx2v supports quantized inference for linear layers, supporting w8a8 and fp8 matrix multiplication.
+lightx2v supports quantized inference for linear layers, supporting w8a8-int8 and w8a8-fp8 matrix multiplication.
 
 
 ### Run Quantized Inference

docs/zh_CN/03.quantization.md

 # 量化
 
-lightx2v支持对linear进行量化推理，支持w8a8和fp8的矩阵乘法。
+lightx2v支持对linear进行量化推理，支持w8a8-int8和w8a8-fp8的矩阵乘法。
 
 
 ### 运行量化推理