diff --git a/README.md b/README.md
index eeb2f6ce717045a1753a50e117ebbf140c950c7d..fee0ba46a4d3962e9a5b063c67e25ed8e77f1d7a 100644
--- a/README.md
+++ b/README.md
@@ -47,7 +47,7 @@
 | Llama2-13B                    | `TRT-LLM`    | [✅](models/nlp/llm/llama2-13b/trtllm)                              | 4.3.0     |
 | Llama2-70B                    | `TRT-LLM`    | [✅](models/nlp/llm/llama2-70b/trtllm)                              | 4.3.0     |
 | Llama3-70B                    | `vLLM`       | [✅](models/nlp/llm/llama3-70b/vllm)                                | 4.3.0     |
-| LLaVA-NeXT-based              | `vLLM`       | [✅](models/multimodal/vision_language_model/llava_next_base/vllm/) | 4.3.0     |
+| E5-V                          | `vLLM`       | [✅](models/multimodal/vision_language_model/e5-v/vllm/)            | 4.3.0     |
 | MiniCPM-o                     | `vLLM`       | [✅](models/multimodal/vision_language_model/minicpm_o/vllm/)       | 4.3.0     |
 | MiniCPM-V                     | `vLLM`       | [✅](models/multimodal/vision_language_model/minicpm_v/vllm/)       | 4.3.0     |
 | Qwen-7B                       | `vLLM`       | [✅](models/nlp/llm/qwen-7b/vllm)                                   | 4.3.0     |
diff --git a/README_en.md b/README_en.md
index 7586c21ac33c5fcea12bc45db50e13dd3fa1b1ff..1965cefd92ad4206b9af3a14d6fc93fe77e5a59a 100644
--- a/README_en.md
+++ b/README_en.md
@@ -57,7 +57,7 @@ inference to be expanded in the future.
 | Llama2-13B                    | `TRT-LLM`    | [✅](models/nlp/llm/llama2-13b/trtllm)                              | 4.3.0     |
 | Llama2-70B                    | `TRT-LLM`    | [✅](models/nlp/llm/llama2-70b/trtllm)                              | 4.3.0     |
 | Llama3-70B                    | `vLLM`       | [✅](models/nlp/llm/llama3-70b/vllm)                                | 4.3.0     |
-| LLaVA-NeXT-based              | `vLLM`       | [✅](models/multimodal/vision_language_model/llava_next_base/vllm/) | 4.3.0     |
+| E5-V                          | `vLLM`       | [✅](models/multimodal/vision_language_model/e5-v/vllm/)            | 4.3.0     |
 | MiniCPM-o                     | `vLLM`       | [✅](models/multimodal/vision_language_model/minicpm_o/vllm/)       | 4.3.0     |
 | MiniCPM-V                     | `vLLM`       | [✅](models/multimodal/vision_language_model/minicpm_v/vllm/)       | 4.3.0     |
 | Qwen-7B                       | `vLLM`       | [✅](models/nlp/llm/qwen-7b/vllm)                                   | 4.3.0     |
diff --git a/models/multimodal/vision_language_model/llava_next_base/vllm/README.md b/models/multimodal/vision_language_model/e5-v/vllm/README.md
similarity index 98%
rename from models/multimodal/vision_language_model/llava_next_base/vllm/README.md
rename to models/multimodal/vision_language_model/e5-v/vllm/README.md
index 20dd1aec7146d3bfe0b1ddef23053ea3ee723e87..72f4ece2ad4b35edf736d1fb388ba1a8eee321fb 100644
--- a/models/multimodal/vision_language_model/llava_next_base/vllm/README.md
+++ b/models/multimodal/vision_language_model/e5-v/vllm/README.md
@@ -1,4 +1,4 @@
-# LLaVA-NeXT-based (vLLM)
+# E5-V (vLLM)
 
 ## Model Description
 
diff --git a/models/multimodal/vision_language_model/llava_next_base/vllm/ci/prepare.sh b/models/multimodal/vision_language_model/e5-v/vllm/ci/prepare.sh
similarity index 100%
rename from models/multimodal/vision_language_model/llava_next_base/vllm/ci/prepare.sh
rename to models/multimodal/vision_language_model/e5-v/vllm/ci/prepare.sh
diff --git a/models/multimodal/vision_language_model/llava_next_base/vllm/offline_inference_vision_language_embedding.py b/models/multimodal/vision_language_model/e5-v/vllm/offline_inference_vision_language_embedding.py
similarity index 100%
rename from models/multimodal/vision_language_model/llava_next_base/vllm/offline_inference_vision_language_embedding.py
rename to models/multimodal/vision_language_model/e5-v/vllm/offline_inference_vision_language_embedding.py