diff --git a/README.md b/README.md
index 34d53d7d..e3842435 100644
--- a/README.md
+++ b/README.md
@@ -558,9 +558,9 @@ python src/export_model.py \
 > Merging LoRA weights into a quantized model is not supported.
 
 > [!TIP]
-> Use `--model_name_or_path path_to_export` only to use the exported model.
+> Use `--model_name_or_path path_to_export` solely to use the exported model.
 > 
-> Use `--export_quantization_bit 4` and `--export_quantization_dataset data/c4_demo.json` to quantize the model after merging the LoRA weights.
+> Use `--export_quantization_bit 4` and `--export_quantization_dataset data/c4_demo.json` to quantize the model with AutoGPTQ after merging the LoRA weights.
 
 ### Inference with OpenAI-style API
 
diff --git a/README_zh.md b/README_zh.md
index e1917bdb..498b2d5b 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -559,7 +559,7 @@ python src/export_model.py \
 > [!TIP]
 > 仅使用 `--model_name_or_path path_to_export` 来加载导出后的模型。
 > 
-> 合并 LoRA 权重之后可再次使用 `--export_quantization_bit 4` 和 `--export_quantization_dataset data/c4_demo.json` 量化模型。
+> 合并 LoRA 权重之后可再次使用 `--export_quantization_bit 4` 和 `--export_quantization_dataset data/c4_demo.json` 基于 AutoGPTQ 量化模型。
 
 ### 使用 OpenAI 风格 API 推理