feat: initial tiny-scribe deployment

app.py

@@ -2697,11 +2697,10 @@ def create_interface():
                     gr.HTML('<div class="section-header" style="margin-top: 20px;"><span class="section-icon">🧬</span> Stage 2: Deduplication</div>')
                     
                     embedding_model = gr.Dropdown(
-                        choices=[("granite-107m", "granite-107m"), ("granite-278m", "granite-278m"), 
-                                ("gemma-300m", "gemma-300m"), ("qwen-600m", "qwen-600m")],
+                        choices=[("granite-107m", "granite-107m")],
                         value="granite-107m",
                         label="Embedding Model",
-                        info="Computes semantic similarity for duplicate detection"
+                        info="Computes semantic similarity for duplicate detection (Granite-107M optimal)"
                     )
                     
                     similarity_threshold = gr.Slider(