Add v0.3 banner to model card

.gitattributes

@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 assets/banner.png filter=lfs diff=lfs merge=lfs -text
 assets/fe2_model_overview.png filter=lfs diff=lfs merge=lfs -text
 assets/fe_positioning.png filter=lfs diff=lfs merge=lfs -text
+assets/fusion-embedding-2-banner.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -14,6 +14,10 @@ tags:
 base_model: Qwen/Qwen3-VL-Embedding-2B
 ---
 
+<p align="center">
+  <img src="assets/fusion-embedding-2-banner.png" alt="Fusion Embedding 2 (2B-Preview) — Eximius Labs" width="100%">
+</p>
+
 # fusion-embedding-2-2b-preview
 
 <div align="center">