diff --git a/data/reference-base.json b/data/reference-base.json
index 34415efe2..9407512d3 100644
--- a/data/reference-base.json
+++ b/data/reference-base.json
@@ -986,6 +986,7 @@
   },
   "inclusionAI LLaDA-Image": {
     "path": "inclusionAI/LLaDA-Image",
+    "preview": "inclusionAI--LLaDA-Image.jpg",
     "desc": "LLaDA-Image is a unified 6B image generation and editing model with text, VQ-conditioned, and reference-image workflows.",
     "extras": "steps: 50, cfg_scale: 5.0",
     "size": 37.15,
diff --git a/data/reference-distilled.json b/data/reference-distilled.json
index b1f07f95e..c7d831f5f 100644
--- a/data/reference-distilled.json
+++ b/data/reference-distilled.json
@@ -253,6 +253,7 @@
   },
   "inclusionAI LLaDA-Image Turbo": {
     "path": "inclusionAI/LLaDA-Image-Turbo",
+    "preview": "inclusionAI--LLaDA-Image-Turbo.jpg",
     "desc": "LLaDA-Image-Turbo is the distilled fast-generation and editing variant of LLaDA-Image.",
     "extras": "steps: 4, cfg_scale: 1.0",
     "size": 37.15,
diff --git a/models/Reference/inclusionAI--LLaDA-Image-Turbo.jpg b/models/Reference/inclusionAI--LLaDA-Image-Turbo.jpg
new file mode 100644
index 000000000..1d0ad3c74
Binary files /dev/null and b/models/Reference/inclusionAI--LLaDA-Image-Turbo.jpg differ
diff --git a/models/Reference/inclusionAI--LLaDA-Image.jpg b/models/Reference/inclusionAI--LLaDA-Image.jpg
new file mode 100644
index 000000000..72a93c2af
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