changed button default status

app.py

@@ -510,7 +510,7 @@ def main():
 
     # I jump out of col1 to get all page width, so need to retest query
     if query is not None and reworded_query['status'] != 'error':     
-        show_query = st.toggle('Show rewritten query', False)
+        show_query = st.toggle('Show rewritten query', True)
         if show_query: # or reworded_query['changed']:  
             st.write(f"Rewritten query: {query}")
 

finetune_backend.py

@@ -3,6 +3,7 @@ import os, time, io, zipfile
 from preprocessing import FileIO
 import shutil
 import modal
+import streamlit as st
 from llama_index.finetuning import EmbeddingQAFinetuneDataset
 
 from dotenv import load_dotenv, find_dotenv
@@ -28,12 +29,13 @@ def finetune(model='all-mpnet-base-v2', savemodel=False, outpath='.'):
         path of the saved model (when saved)
     """
     f = modal.Function.lookup("vector-search-project", "finetune")
-    model = model.replace('/','')
     
     if 'sentence-transformers' not in model:
+        model = model.replace('/','')
         model = f"sentence-transformers/{model}"
 
     fullpath = os.path.join(outpath, f"finetuned-{model}-300")
+    st.sidebar.write(f"Model will be saved in {fullpath}")
     
     if os.path.exists(fullpath):
         msg = "Model already exists!"
@@ -44,7 +46,7 @@ def finetune(model='all-mpnet-base-v2', savemodel=False, outpath='.'):
     finetuned_model = f.remote(training_path, valid_path, model_id=model)
 
     end = time.perf_counter() - start
-    print(f"Finetuning with GPU lasted {end:.2f} seconds")
+    st.write(f"Finetuning with GPU lasted {end:.2f} seconds")
 
     if savemodel: