diff --git a/README.md b/README.md
index 1c87c97..fa0527a 100755
--- a/README.md
+++ b/README.md
@@ -302,7 +302,7 @@ For parameter details, training documents for each model are unified under `scri
 | Wan2.2-Fun | [EN](scripts/wan2.2_fun/README_TRAIN.md) / [ZH](scripts/wan2.2_fun/README_TRAIN_zh-CN.md) | [EN](scripts/wan2.2_fun/README_TRAIN_LORA.md) / [ZH](scripts/wan2.2_fun/README_TRAIN_LORA_zh-CN.md) | [Control LoRA EN](scripts/wan2.2_fun/README_TRAIN_CONTROL_LORA.md) |
 | CogVideoX-Fun | [EN](scripts/cogvideox_fun/README_TRAIN.md) / [ZH](scripts/cogvideox_fun/README_TRAIN_zh-CN.md) | [EN](scripts/cogvideox_fun/README_TRAIN_LORA.md) / [ZH](scripts/cogvideox_fun/README_TRAIN_LORA_zh-CN.md) | [Control EN](scripts/cogvideox_fun/README_TRAIN_CONTROL.md)、[Reward LoRA](scripts/cogvideox_fun/README_TRAIN_REWARD.md) |
 | Qwen-Image | [EN](scripts/qwenimage/README_TRAIN.md) / [ZH](scripts/qwenimage/README_TRAIN_zh-CN.md) | [EN](scripts/qwenimage/README_TRAIN_LORA.md) / [ZH](scripts/qwenimage/README_TRAIN_LORA_zh-CN.md) | [Edit EN](scripts/qwenimage/README_TRAIN_EDIT.md) |
-| Qwen-Image-2.1 | [EN](scripts/qwenimage21/README_TRAIN.md) / [ZH](scripts/qwenimage21/README_TRAIN_zh-CN.md) | - | - |
+| Qwen-Image-2.1 | [EN](scripts/qwenimage21/README_TRAIN.md) / [ZH](scripts/qwenimage21/README_TRAIN_zh-CN.md) | - | [Control EN](scripts/qwenimage21_fun/README_TRAIN.md) / [ZH](scripts/qwenimage21_fun/README_TRAIN_zh-CN.md) |
 | Z-Image | [EN](scripts/z_image/README_TRAIN.md) / [ZH](scripts/z_image/README_TRAIN_zh-CN.md) | [EN](scripts/z_image/README_TRAIN_LORA.md) / [ZH](scripts/z_image/README_TRAIN_LORA_zh-CN.md) | [GRPO LoRA EN](scripts/z_image/README_TRAIN_GRPO_LORA.md) |
 
 For other models, check the READMEs under `scripts/{model_name}/`.
diff --git a/README_ja-JP.md b/README_ja-JP.md
index fc9ed4f..1425ccd 100755
--- a/README_ja-JP.md
+++ b/README_ja-JP.md
@@ -302,7 +302,7 @@ sh scripts/{model_name}/train.sh
 | Wan2.2-Fun | [EN](scripts/wan2.2_fun/README_TRAIN.md) / [ZH](scripts/wan2.2_fun/README_TRAIN_zh-CN.md) | [EN](scripts/wan2.2_fun/README_TRAIN_LORA.md) / [ZH](scripts/wan2.2_fun/README_TRAIN_LORA_zh-CN.md) | [Control LoRA ZH](scripts/wan2.2_fun/README_TRAIN_CONTROL_LORA_zh-CN.md) |
 | CogVideoX-Fun | [EN](scripts/cogvideox_fun/README_TRAIN.md) / [ZH](scripts/cogvideox_fun/README_TRAIN_zh-CN.md) | [EN](scripts/cogvideox_fun/README_TRAIN_LORA.md) / [ZH](scripts/cogvideox_fun/README_TRAIN_LORA_zh-CN.md) | [Control ZH](scripts/cogvideox_fun/README_TRAIN_CONTROL_zh-CN.md)、[Reward LoRA](scripts/cogvideox_fun/README_TRAIN_REWARD.md) |
 | Qwen-Image | [EN](scripts/qwenimage/README_TRAIN.md) / [ZH](scripts/qwenimage/README_TRAIN_zh-CN.md) | [EN](scripts/qwenimage/README_TRAIN_LORA.md) / [ZH](scripts/qwenimage/README_TRAIN_LORA_zh-CN.md) | [Edit ZH](scripts/qwenimage/README_TRAIN_EDIT_zh-CN.md) |
-| Qwen-Image-2.1 | [EN](scripts/qwenimage21/README_TRAIN.md) / [ZH](scripts/qwenimage21/README_TRAIN_zh-CN.md) | - | - |
+| Qwen-Image-2.1 | [EN](scripts/qwenimage21/README_TRAIN.md) / [ZH](scripts/qwenimage21/README_TRAIN_zh-CN.md) | - | [Control EN](scripts/qwenimage21_fun/README_TRAIN.md) / [ZH](scripts/qwenimage21_fun/README_TRAIN_zh-CN.md) |
 | Z-Image | [EN](scripts/z_image/README_TRAIN.md) / [ZH](scripts/z_image/README_TRAIN_zh-CN.md) | [EN](scripts/z_image/README_TRAIN_LORA.md) / [ZH](scripts/z_image/README_TRAIN_LORA_zh-CN.md) | [GRPO LoRA](scripts/z_image/README_TRAIN_GRPO_LORA.md) |
 
 その他のモデルも同様に、対応する`scripts/{model_name}/`下のREADMEを参照してください。
diff --git a/README_zh-CN.md b/README_zh-CN.md
index 1ee234c..456ce3d 100755
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -299,7 +299,7 @@ sh scripts/{model_name}/train.sh
 | Wan2.2-Fun | [中文](scripts/wan2.2_fun/README_TRAIN_zh-CN.md) / [EN](scripts/wan2.2_fun/README_TRAIN.md) | [中文](scripts/wan2.2_fun/README_TRAIN_LORA_zh-CN.md) / [EN](scripts/wan2.2_fun/README_TRAIN_LORA.md) | [Control LoRA 中文](scripts/wan2.2_fun/README_TRAIN_CONTROL_LORA_zh-CN.md) |
 | CogVideoX-Fun | [中文](scripts/cogvideox_fun/README_TRAIN_zh-CN.md) / [EN](scripts/cogvideox_fun/README_TRAIN.md) | [中文](scripts/cogvideox_fun/README_TRAIN_LORA_zh-CN.md) / [EN](scripts/cogvideox_fun/README_TRAIN_LORA.md) | [Control 中文](scripts/cogvideox_fun/README_TRAIN_CONTROL_zh-CN.md)、[Reward LoRA](scripts/cogvideox_fun/README_TRAIN_REWARD.md) |
 | Qwen-Image | [中文](scripts/qwenimage/README_TRAIN_zh-CN.md) / [EN](scripts/qwenimage/README_TRAIN.md) | [中文](scripts/qwenimage/README_TRAIN_LORA_zh-CN.md) / [EN](scripts/qwenimage/README_TRAIN_LORA.md) | [Edit 中文](scripts/qwenimage/README_TRAIN_EDIT_zh-CN.md) |
-| Qwen-Image-2.1 | [中文](scripts/qwenimage21/README_TRAIN_zh-CN.md) / [EN](scripts/qwenimage21/README_TRAIN.md) | - | - |
+| Qwen-Image-2.1 | [中文](scripts/qwenimage21/README_TRAIN_zh-CN.md) / [EN](scripts/qwenimage21/README_TRAIN.md) | - | [Control 中文](scripts/qwenimage21_fun/README_TRAIN_zh-CN.md) / [EN](scripts/qwenimage21_fun/README_TRAIN.md) |
 | Z-Image | [中文](scripts/z_image/README_TRAIN_zh-CN.md) / [EN](scripts/z_image/README_TRAIN.md) | [中文](scripts/z_image/README_TRAIN_LORA_zh-CN.md) / [EN](scripts/z_image/README_TRAIN_LORA.md) | [GRPO LoRA 中文](scripts/z_image/README_TRAIN_GRPO_LORA_zh-CN.md) |
 
 其余模型（如HunyuanVideo、MiniMax-H3、Flux2-Fun、InfiniteTalk、LingBot等）同理，直接查看对应`scripts/{model_name}/`下的README即可。