diff --git a/README.md b/README.md
index d8156156e6410e6744ec9caa4e5c599817591715..836018da009cf2dc2309c24c371c841f0740391b 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型
 |------------------------|-------|-----------------------------------------------------------------------|-----------------------------------------------------------------------|
 | AlexNet                | FP16  | [✅](models/cv/classification/alexnet/igie/README.md#fp16)             | [✅](models/cv/classification/alexnet/ixrt/README.md#fp16)             |
 |                        | INT8  | [✅](models/cv/classification/alexnet/igie/README.md#int8)             | [✅](models/cv/classification/alexnet/ixrt/README.md#int8)             |
-| CLIP                   | FP16  | [✅](models/cv/classification/clip/igie/README.md#fp16)                | [✅](models/cv/classification/clip/ixformer/README.md#fp16)            |
+| CLIP                   | FP16  | [✅](models/cv/classification/clip/igie/README.md#fp16)                |                                                                       |
 | Conformer-B            | FP16  | [✅](models/cv/classification/conformer_base/igie/README.md#fp16)      |                                                                       |
 | ConvNeXt-Base          | FP16  | [✅](models/cv/classification/convnext_base/igie/README.md#fp16)       | [✅](models/cv/classification/convnext_base/ixrt/README.md#fp16)       |
 | ConvNext-S             | FP16  | [✅](models/cv/classification/convnext_s/igie/README.md#fp16)          |                                                                       |
@@ -209,14 +209,15 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型
 
 ## Multimodal
 
-| Model               | vLLM                                                                                    |
-|---------------------|-----------------------------------------------------------------------------------------|
-| Chameleon-7B        | [✅](models/multimodal/vision_language_understanding/chameleon_7b/vllm/README.md)        |
-| Fuyu-8B             | [✅](models/multimodal/vision_language_understanding/fuyu_8b/vllm/README.md)             |
-| InternVL2-4B        | [✅](models/multimodal/vision_language_understanding/intern_vl/vllm/README.md)           |
-| LLaVA               | [✅](models/multimodal/vision_language_understanding/llava/vllm/README.md)               |
-| LLaVA-Next-Video-7B | [✅](models/multimodal/vision_language_understanding/llava_next_video_7b/vllm/README.md) |
-| MiniCPM V2          | [✅](models/multimodal/vision_language_understanding/minicpm_v_2/vllm/README.md)         |
+| Model               | vLLM                                                                                    | IxFormer                                                                     |
+|---------------------|-----------------------------------------------------------------------------------------|------------------------------------------------------------------------------|
+| Chameleon-7B        | [✅](models/multimodal/vision_language_understanding/chameleon_7b/vllm/README.md)        |                                                                              |
+| CLIP                |                                                                                         | [✅](models/multimodal/vision_language_understanding/clip/ixformer/README.md) |
+| Fuyu-8B             | [✅](models/multimodal/vision_language_understanding/fuyu_8b/vllm/README.md)             |                                                                              |
+| InternVL2-4B        | [✅](models/multimodal/vision_language_understanding/intern_vl/vllm/README.md)           |                                                                              |
+| LLaVA               | [✅](models/multimodal/vision_language_understanding/llava/vllm/README.md)               |                                                                              |
+| LLaVA-Next-Video-7B | [✅](models/multimodal/vision_language_understanding/llava_next_video_7b/vllm/README.md) |                                                                              |
+| MiniCPM V2          | [✅](models/multimodal/vision_language_understanding/minicpm_v_2/vllm/README.md)         |                                                                              |
 
 ## NLP
 
diff --git a/models/cv/classification/clip/ixformer/README.md b/models/multimodal/vision_language_understanding/clip/ixformer/README.md
similarity index 98%
rename from models/cv/classification/clip/ixformer/README.md
rename to models/multimodal/vision_language_understanding/clip/ixformer/README.md
index 587b1cc27e394b434f5ca37a55b8b2c8cfd50c18..b180a04551c9abe831009277abee9f960ed18da3 100644
--- a/models/cv/classification/clip/ixformer/README.md
+++ b/models/multimodal/vision_language_understanding/clip/ixformer/README.md
@@ -1,4 +1,4 @@
-# CLIP
+# CLIP (IxFormer)
 
 ## Description
 
diff --git a/models/cv/classification/clip/ixformer/ci/prepare.sh b/models/multimodal/vision_language_understanding/clip/ixformer/ci/prepare.sh
similarity index 100%
rename from models/cv/classification/clip/ixformer/ci/prepare.sh
rename to models/multimodal/vision_language_understanding/clip/ixformer/ci/prepare.sh
diff --git a/models/cv/classification/clip/ixformer/inference.py b/models/multimodal/vision_language_understanding/clip/ixformer/inference.py
similarity index 100%
rename from models/cv/classification/clip/ixformer/inference.py
rename to models/multimodal/vision_language_understanding/clip/ixformer/inference.py