diff --git a/data/reference-community.json b/data/reference-community.json
index 927c38c1c..e107d10f1 100644
--- a/data/reference-community.json
+++ b/data/reference-community.json
@@ -142,7 +142,7 @@
   },
   "Anima Preview 2": {
     "path": "CalamitousFelicitousness/Anima-Preview-2-sdnext-diffusers",
-    "preview": "CalamitousFelicitousness--Anima-sdnext-diffusers.jpg",
+    "preview": "CalamitousFelicitousness--Anima-Preview-2-sdnext-diffusers.jpg",
     "desc": "Anima Preview V2 with improved hyperparameters, extended medium-resolution training for more character knowledge, and a regularization dataset for better natural language comprehension. A 2B parameter anime-focused text-to-image model based on modified Cosmos-Predict-2B with Qwen3-0.6B text encoder.",
     "tags": "community",
     "date": "2026 March",
diff --git a/models/Reference/CalamitousFelicitousness--Anima-Preview-2-sdnext-diffusers.jpg b/models/Reference/CalamitousFelicitousness--Anima-Preview-2-sdnext-diffusers.jpg
new file mode 100644
index 000000000..df17dfb8a
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diff --git a/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.jpg b/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.jpg
index cdcee5de6..aa0a0208a 100644
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