diff --git a/tests/conftest.py b/tests/conftest.py
index 17f75d94..08b8814d 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -39,7 +39,6 @@ def _read_prompts(filename: str) -> List[str]:
 class _ImageAssetPrompts(TypedDict):
     stop_sign: str
     cherry_blossom: str
-    boardwalk: str
 
 
 if sys.version_info < (3, 9):
@@ -58,7 +57,6 @@ class _ImageAssets(_ImageAssetsBase):
         super().__init__([
             ImageAsset("stop_sign"),
             ImageAsset("cherry_blossom"),
-            ImageAsset("boardwalk")
         ])
 
     def prompts(self, prompts: _ImageAssetPrompts) -> List[str]:
@@ -68,10 +66,7 @@ class _ImageAssets(_ImageAssetsBase):
         The order of the returned prompts matches the order of the
         assets when iterating through this object.
         """
-        return [
-            prompts["stop_sign"], prompts["cherry_blossom"],
-            prompts["boardwalk"]
-        ]
+        return [prompts["stop_sign"], prompts["cherry_blossom"]]
 
 
 IMAGE_ASSETS = _ImageAssets()
diff --git a/tests/models/test_fuyu.py b/tests/models/test_fuyu.py
index 672470ac..25f63a3d 100644
--- a/tests/models/test_fuyu.py
+++ b/tests/models/test_fuyu.py
@@ -12,9 +12,10 @@ from .utils import check_logprobs_close
 pytestmark = pytest.mark.vlm
 
 HF_IMAGE_PROMPTS = IMAGE_ASSETS.prompts({
-    "stop_sign": "What's the content of the image?\n",  # noqa: E501
-    "cherry_blossom": "What is the season?\n",
-    "boardwalk": "What's in this image?\n",
+    "stop_sign":
+    "What's the content of the image?\n",
+    "cherry_blossom":
+    "What is the season?\n",
 })
 
 models = ["adept/fuyu-8b"]
diff --git a/tests/models/test_llava.py b/tests/models/test_llava.py
index 2c0a8d4f..79ab58c3 100644
--- a/tests/models/test_llava.py
+++ b/tests/models/test_llava.py
@@ -16,8 +16,6 @@ HF_IMAGE_PROMPTS = IMAGE_ASSETS.prompts({
     "USER: <image>\nWhat's the content of the image?\nASSISTANT:",
     "cherry_blossom":
     "USER: <image>\nWhat is the season?\nASSISTANT:",
-    "boardwalk":
-    "USER: <image>\nWhat's in this image?\nASSISTANT:",
 })
 
 IMAGE_TOKEN_ID = 32000
diff --git a/tests/models/test_llava_next.py b/tests/models/test_llava_next.py
index 163741a5..2f200c13 100644
--- a/tests/models/test_llava_next.py
+++ b/tests/models/test_llava_next.py
@@ -23,8 +23,6 @@ HF_IMAGE_PROMPTS = IMAGE_ASSETS.prompts({
     f"{_PREFACE} USER: <image>\nWhat's the content of the image? ASSISTANT:",
     "cherry_blossom":
     f"{_PREFACE} USER: <image>\nWhat is the season? ASSISTANT:",
-    "boardwalk":
-    f"{_PREFACE} USER: <image>\nWhat's in this image? ASSISTANT:",
 })
 
 IMAGE_TOKEN_ID = 32000
diff --git a/tests/models/test_paligemma.py b/tests/models/test_paligemma.py
index b0e7264e..81afd11a 100644
--- a/tests/models/test_paligemma.py
+++ b/tests/models/test_paligemma.py
@@ -12,9 +12,10 @@ from .utils import check_logprobs_close
 pytestmark = pytest.mark.vlm
 
 HF_IMAGE_PROMPTS = IMAGE_ASSETS.prompts({
-    "stop_sign": "caption es",
-    "cherry_blossom": "What is in the picture?",
-    "boardwalk": "What is in the picture?",
+    "stop_sign":
+    "caption es",
+    "cherry_blossom":
+    "What is in the picture?",
 })
 
 IMAGE_TOKEN_ID = 257152
diff --git a/tests/models/test_phi3v.py b/tests/models/test_phi3v.py
index faadab22..636a9d3f 100644
--- a/tests/models/test_phi3v.py
+++ b/tests/models/test_phi3v.py
@@ -18,8 +18,6 @@ HF_IMAGE_PROMPTS = IMAGE_ASSETS.prompts({
     "<|user|>\n<|image_1|>\nWhat's the content of the image?<|end|>\n<|assistant|>\n",  # noqa: E501
     "cherry_blossom":
     "<|user|>\n<|image_1|>\nWhat is the season?<|end|>\n<|assistant|>\n",
-    "boardwalk":
-    "<|user|>\n<|image_1|>\nWhat's in this image?<|end|>\n<|assistant|>\n",
 })
 
 models = ["microsoft/Phi-3-vision-128k-instruct"]
diff --git a/vllm/assets/image.py b/vllm/assets/image.py
index a526db73..ca6c3ac9 100644
--- a/vllm/assets/image.py
+++ b/vllm/assets/image.py
@@ -1,13 +1,11 @@
 import shutil
 from dataclasses import dataclass
-from functools import cached_property, lru_cache
+from functools import lru_cache
 from typing import Literal
 
 import requests
 from PIL import Image
 
-from vllm.multimodal.utils import fetch_image
-
 from .base import get_cache_dir
 
 
@@ -35,13 +33,8 @@ def get_air_example_data_2_asset(filename: str) -> Image.Image:
 
 @dataclass(frozen=True)
 class ImageAsset:
-    name: Literal["stop_sign", "cherry_blossom", "boardwalk"]
+    name: Literal["stop_sign", "cherry_blossom"]
 
-    @cached_property
+    @property
     def pil_image(self) -> Image.Image:
-        if self.name == "boardwalk":
-            return fetch_image(
-                "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
-            )
-
         return get_air_example_data_2_asset(f"{self.name}.jpg")