fix: remove legacy model info panels and initialize unified panel with default model

- Remove Model Information section from Preset Models tab
- Remove Custom Model Info section from Custom GGUF tab
- Initialize model_info_output with default model specs on page load
- Update custom model load handlers to populate unified panel instead of removed panels
- Simplify update_settings_on_model_change to only return inference parameters
- Ensure unified Model Information panel shows specs immediately on page load
- Clean up duplicate model information displays across the interface

app.py

@@ -2643,14 +2643,6 @@ def create_interface():
                                     interactive=True,
                                     visible=AVAILABLE_MODELS[DEFAULT_MODEL_KEY].get("supports_toggle", False)
                                 )
-                                
-                                # Model info for preset models
-                                gr.HTML('<div class="section-header" style="margin-top: 12px;"><span class="section-icon">📊</span> Model Information</div>')
-                                _default_threads = DEFAULT_CUSTOM_THREADS if DEFAULT_CUSTOM_THREADS > 0 else 2
-                                preset_model_info = gr.Markdown(
-                                    value=get_model_info(DEFAULT_MODEL_KEY, n_threads=_default_threads)[0],
-                                    elem_classes=["stats-grid"]
-                                )
                             
                             # --- Tab 2: Custom GGUF ---
                             with gr.TabItem("🔧 Custom GGUF"):
@@ -2684,13 +2676,6 @@ def create_interface():
                                 )
                                 
                                 retry_btn = gr.Button("🔄 Retry", variant="secondary", visible=False)
-                                
-                                # Model info for custom models (shows after loading)
-                                gr.HTML('<div class="section-header" style="margin-top: 12px;"><span class="section-icon">📊</span> Custom Model Info</div>')
-                                custom_info_output = gr.Markdown(
-                                    value="*Load a model to see its specifications...*",
-                                    elem_classes=["stats-grid"]
-                                )
                     
                     # Hardware Configuration (Standard Mode)
                     gr.HTML('<div class="section-header" style="margin-top: 16px;"><span class="section-icon">🖥️</span> Hardware Configuration</div>')
@@ -2949,8 +2934,10 @@ def create_interface():
                 # Model Information (shows selected model specs)
                 with gr.Group():
                     gr.HTML('<div class="section-header"><span class="section-icon">📊</span> Model Information</div>')
+                    _default_threads = DEFAULT_CUSTOM_THREADS if DEFAULT_CUSTOM_THREADS > 0 else 2
+                    _default_info = get_model_info(DEFAULT_MODEL_KEY, n_threads=_default_threads)[0]
                     model_info_output = gr.Markdown(
-                        value="*Select a mode and model to see specifications...*",
+                        value=_default_info,
                         elem_classes=["info-box"]
                     )
                 
@@ -2992,7 +2979,7 @@ def create_interface():
         
         # Function to update settings when model changes
         def update_settings_on_model_change(model_key, thread_config, custom_threads, custom_metadata=None):
-            """Update all Advanced Settings when model selection changes."""
+            """Update inference settings when model selection changes."""
             # Calculate n_threads based on preset
             thread_preset_map = {
                 "free": 2,
@@ -3003,7 +2990,7 @@ def create_interface():
 
             info_text, temp_str, top_p_val, top_k_val = get_model_info(model_key, n_threads=n_threads, custom_metadata=custom_metadata)
             temperature = float(temp_str) if temp_str else 0.6
-            return temperature, top_p_val, top_k_val, info_text
+            return temperature, top_p_val, top_k_val
         
         # Event handlers
         # Note: submit_btn.click is registered below (after custom model loader section)
@@ -3013,7 +3000,7 @@ def create_interface():
         model_dropdown.change(
             fn=update_settings_on_model_change,
             inputs=[model_dropdown, thread_config_dropdown, custom_threads_slider, custom_model_metadata],
-            outputs=[temperature_slider, top_p, top_k, preset_model_info]
+            outputs=[temperature_slider, top_p, top_k]
         )
         
         # Update reasoning checkbox when model changes
@@ -3391,7 +3378,7 @@ def create_interface():
         ).then(
             fn=lambda metadata, thread_config, custom_threads: get_model_info("custom_hf", n_threads=get_thread_count(thread_config, custom_threads), custom_metadata=metadata)[0],
             inputs=[custom_model_metadata, thread_config_dropdown, custom_threads_slider],
-            outputs=[custom_info_output],
+            outputs=[model_info_output],
         )
 
         # Retry button - same as load
@@ -3402,7 +3389,7 @@ def create_interface():
         ).then(
             fn=lambda metadata, thread_config, custom_threads: get_model_info("custom_hf", n_threads=get_thread_count(thread_config, custom_threads), custom_metadata=metadata)[0],
             inputs=[custom_model_metadata, thread_config_dropdown, custom_threads_slider],
-            outputs=[custom_info_output],
+            outputs=[model_info_output],
         )
 
         # ===== SUBMIT BUTTON ROUTER =====