Update README.md

README.md

@@ -19,7 +19,7 @@ base_model:
   - **Activation quantization:** OCP MXFP4
 - **Calibration Dataset:** [Pile](https://huggingface.co/datasets/mit-han-lab/pile-val-backup)
 
-This model is a quantized version of [deepseek-ai/DeepSeek-R1](https://huggingface.co/deepseek-ai/DeepSeek-R1)，optimized using [AMD-Quark](https://quark.docs.amd.com/latest/index.html) framework with MXFP4 quantization.
+This model was built with deepseek-ai DeepSeek-R1 model by applying [AMD-Quark](https://quark.docs.amd.com/latest/index.html) for MXFP4 quantization.
 
 # Model Quantization