Update app.py

app.py

@@ -28,7 +28,7 @@ MODEL_PATHS = {
     "Model 1 (Complex handwrittings )": ("prithivMLmods/Qwen2.5-VL-7B-Abliterated-Caption-it", Qwen2_5_VLForConditionalGeneration),
     "Model 2 (simple and scanned handwritting )": ("nanonets/Nanonets-OCR-s", Qwen2_5_VLForConditionalGeneration),
 }
-# Model 3 removed to conserve memory.
+
 
 MAX_NEW_TOKENS_DEFAULT = 512
 device = "cuda" if torch.cuda.is_available() else "cpu"
@@ -460,7 +460,7 @@ def _write_trainer_script():
 
 # ---------------- Gradio Interface ----------------
 with gr.Blocks(theme=gr.themes.Soft()) as demo:
-    gr.Markdown("## ✍🏾 wilson Handwritten OCR — with Feedback Loop, Memory & GRPO Export")
+    gr.Markdown("## ✍🏾 wilson Handwritten text recognition with Feedback Loop")
 
     model_choice = gr.Radio(choices=list(MODEL_PATHS.keys()),
                             value=list(MODEL_PATHS.keys())[0],