Update app.py

app.py

@@ -3,7 +3,7 @@ from transformers import AutoTokenizer, AutoModelForMaskedLM
 import torch
 
 # --- Model Loading ---
-# Load SPLADE v23 model and tokenizer
+# Load SPLADE v3 model and tokenizer
 # "naver/splade-v3" is a common and robust SPLADE v3 model.
 # Make sure you've accepted any user access agreements on its Hugging Face Hub page.
 try:
@@ -111,8 +111,8 @@ demo = gr.Interface(
         placeholder="e.g., Why is Padua the nicest city in Italy?"
     ),
     outputs=gr.Markdown(), # Use Markdown for richer text formatting (bolding terms)
-    title="🌌 SPLADE v23 Sparse Representation Generator",
-    description="Enter any text (query or document) to see its SPLADE v23 sparse vector representation. The output highlights the most important terms with their learned weights.",
+    title="🌌 SPLADE v3 Sparse Representation Generator",
+    description="Enter any text (query or document) to see its SPLADE v3 sparse vector representation. The output highlights the most important terms with their learned weights.",
     allow_flagging="never" # Disable flagging for this demo
 )