diff --git a/README.md b/README.md
index ce6a5ee26..390c07774 100644
--- a/README.md
+++ b/README.md
@@ -213,7 +213,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/
 | [Phi-3-small](https://huggingface.co/microsoft)                   | 7B                               | phi_small        |
 | [Pixtral](https://huggingface.co/mistralai)                       | 12B                              | pixtral          |
 | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen)   | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen             |
-| [Qwen2-VL](https://huggingface.co/Qwen)                           | 2B/7B/72B                        | qwen2_vl         |
+| [Qwen2-VL/QVQ](https://huggingface.co/Qwen)                       | 2B/7B/72B                        | qwen2_vl         |
 | [Skywork o1](https://huggingface.co/Skywork)                      | 8B                               | skywork_o1       |
 | [StarCoder 2](https://huggingface.co/bigcode)                     | 3B/7B/15B                        | -                |
 | [TeleChat2](https://huggingface.co/Tele-AI)                       | 3B/7B/35B/115B                   | telechat2        |
diff --git a/README_zh.md b/README_zh.md
index e8cb1db49..994c16830 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -214,7 +214,7 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272
 | [Phi-3-small](https://huggingface.co/microsoft)                   | 7B                               | phi_small        |
 | [Pixtral](https://huggingface.co/mistralai)                       | 12B                              | pixtral          |
 | [Qwen/QwQ (1-2.5) (Code/Math/MoE)](https://huggingface.co/Qwen)   | 0.5B/1.5B/3B/7B/14B/32B/72B/110B | qwen             |
-| [Qwen2-VL](https://huggingface.co/Qwen)                           | 2B/7B/72B                        | qwen2_vl         |
+| [Qwen2-VL/QVQ](https://huggingface.co/Qwen)                       | 2B/7B/72B                        | qwen2_vl         |
 | [Skywork o1](https://huggingface.co/Skywork)                      | 8B                               | skywork_o1       |
 | [StarCoder 2](https://huggingface.co/bigcode)                     | 3B/7B/15B                        | -                |
 | [TeleChat2](https://huggingface.co/Tele-AI)                       | 3B/7B/35B/115B                   | telechat2        |
diff --git a/src/llamafactory/extras/constants.py b/src/llamafactory/extras/constants.py
index db3607306..00a77d04d 100644
--- a/src/llamafactory/extras/constants.py
+++ b/src/llamafactory/extras/constants.py
@@ -2017,6 +2017,10 @@ def register_model_group(
             DownloadSource.DEFAULT: "Qwen/Qwen2-VL-72B-Instruct-AWQ",
             DownloadSource.MODELSCOPE: "Qwen/Qwen2-VL-72B-Instruct-AWQ",
         },
+        "QVQ-72B-Preview": {
+            DownloadSource.DEFAULT: "Qwen/QVQ-72B-Preview",
+            DownloadSource.MODELSCOPE: "Qwen/QVQ-72B-Preview",
+        },
     },
     template="qwen2_vl",
     vision=True,