diff --git a/keras_hub/src/models/metaclip_2/metaclip_2_presets.py b/keras_hub/src/models/metaclip_2/metaclip_2_presets.py
index 36ddcc275b..ac7d1f84d0 100644
--- a/keras_hub/src/models/metaclip_2/metaclip_2_presets.py
+++ b/keras_hub/src/models/metaclip_2/metaclip_2_presets.py
@@ -1 +1,56 @@
-backbone_presets = {}
+"""MetaCLIP 2 model preset configurations."""
+
+backbone_presets = {
+    "metaclip_2_vit_huge_patch14_224": {
+        "metadata": {
+            "description": (
+                "2 billion parameter, 32-layer for vision and 24-layer for "
+                "text, patch size of 14, image resolution 224x224. MetaCLIP 2 "
+                "worldwide huge model (ViT-H-14-quickgelu-worldwide) trained on "  # noqa
+                "29B seen pairs with QuickGELU activation."
+            ),
+            "params": 1858783745,
+            "path": "metaclip_2",
+        },
+        "kaggle_handle": "kaggle://keras/metaclip2/keras/metaclip_2_vit_huge_patch14_224/1",
+    },
+    "metaclip_2_vit_huge_patch14_378": {
+        "metadata": {
+            "description": (
+                "2 billion parameter, 32-layer for vision and 24-layer for "
+                "text, patch size of 14, image resolution 378x378. MetaCLIP 2 "
+                "worldwide huge model (ViT-H-14-378-worldwide) trained on "
+                "29B seen pairs."
+            ),
+            "params": 1859389185,
+            "path": "metaclip_2",
+        },
+        "kaggle_handle": "kaggle://keras/metaclip2/keras/metaclip_2_vit_huge_patch14_378/1",
+    },
+    "metaclip_2_vit_giant_patch14_224": {
+        "metadata": {
+            "description": (
+                "4 billion parameter, 40-layer for vision and 24-layer for "
+                "text, patch size of 14, image resolution 224x224. MetaCLIP 2 "
+                "worldwide giant model (ViT-bigG-14-worldwide) trained on "
+                "29B seen pairs."
+            ),
+            "params": 3630409985,
+            "path": "metaclip_2",
+        },
+        "kaggle_handle": "kaggle://keras/metaclip2/keras/metaclip_2_vit_giant_patch14_224/1",
+    },
+    "metaclip_2_vit_giant_patch14_378": {
+        "metadata": {
+            "description": (
+                "4 billion parameter, 40-layer for vision and 24-layer for "
+                "text, patch size of 14, image resolution 378x378. MetaCLIP 2 "
+                "worldwide giant model (ViT-bigG-14-378-worldwide) trained on "
+                "29B seen pairs."
+            ),
+            "params": 3631197057,
+            "path": "metaclip_2",
+        },
+        "kaggle_handle": "kaggle://keras/metaclip2/keras/metaclip_2_vit_giant_patch14_378/1",
+    },
+}