removed finetuning and metrics when online

app.py

@@ -244,11 +244,6 @@ guest_list = sorted(list(set([d['guest'] for d in data])))
 def main():
 
     with st.sidebar:
-        # moved it to main area
-        # guest = st.selectbox('Select Guest', 
-        #                      options=guest_list, 
-        #                      index=None, 
-        #                      placeholder='Select Guest')
         _, center, _ = st.columns([3, 5, 3])
         with center:
             st.text("Search Lab")
@@ -297,11 +292,11 @@ def main():
                     shutil.rmtree(model_path)
             st.write("Models deleted")
             
-        st.write("Experimental and time limited 2'")
-        c1,c2 = st.columns([8,1])
-        with c1: 
-            finetune_model = st.button('Finetune on Modal A100 GPU')
-            if we_are_not_online or we_are_online:
+        if we_are_not_online:
+            st.write("Experimental and time limited 2'")
+            c1,c2 = st.columns([8,1])
+            with c1: 
+                finetune_model = st.button('Finetune on Modal A100 GPU')
                 if finetune_model:
                     from finetune_backend import finetune 
                     if 'finetuned' in model_name_or_path:
@@ -323,8 +318,8 @@ def main():
                                         # TODO: add model to Weaviate and to model list
                         except Exception:
                             st.write("Model not found on HF or error")
-            else:
-                st.write("Finetuning not available on Streamlit online because of space limitations")
+                else:
+                    st.write("Finetuning not available on Streamlit online because of space limitations")
         
         check_model(model_name_or_path)
         try:
@@ -345,32 +340,33 @@ def main():
         
         st.write("----------")
         
-        c1,c2 = st.columns([8,1])
-        with c1:
-            show_metrics = st.button('Show Metrics on Golden set')
-            if show_metrics:
-                # we must add it because the hybrid search toggle could hide it
-                alpha_input2 = st.slider(label='Alpha',min_value=0.00, max_value=1.00, value=0.40, step=0.05, key=2)
-            
-                # _, center, _ = st.columns([3, 5, 3])
-                # with center:
-                #     st.text("Metrics")
-                with c2:
-                    with st.spinner(''):
-                        metrics = execute_evaluation(golden_dataset, class_name, client, alpha=alpha_input2)
-                with c1:
-                    kw_hit_rate = metrics['kw_hit_rate']
-                    kw_mrr = metrics['kw_mrr']
-                    hybrid_hit_rate = metrics['hybrid_hit_rate']
-                    vector_hit_rate = metrics['vector_hit_rate']
-                    vector_mrr = metrics['vector_mrr']
-                    total_misses = metrics['total_misses']
-                    
-                    st.text(f"KW hit rate: {kw_hit_rate}")
-                    st.text(f"Vector hit rate: {vector_hit_rate}")
-                    st.text(f"Hybrid hit rate: {hybrid_hit_rate}")
-                    st.text(f"Hybrid MRR: {vector_mrr}")
-                    st.text(f"Total misses: {total_misses}")
+        if we_are_not_online:
+            c1,c2 = st.columns([8,1])
+            with c1:
+                show_metrics = st.button('Show Metrics on Golden set')
+                if show_metrics:
+                    # we must add it because the hybrid search toggle could hide it
+                    alpha_input2 = st.slider(label='Alpha',min_value=0.00, max_value=1.00, value=0.40, step=0.05, key=2)
+                
+                    # _, center, _ = st.columns([3, 5, 3])
+                    # with center:
+                    #     st.text("Metrics")
+                    with c2:
+                        with st.spinner(''):
+                            metrics = execute_evaluation(golden_dataset, class_name, client, alpha=alpha_input2)
+                    with c1:
+                        kw_hit_rate = metrics['kw_hit_rate']
+                        kw_mrr = metrics['kw_mrr']
+                        hybrid_hit_rate = metrics['hybrid_hit_rate']
+                        vector_hit_rate = metrics['vector_hit_rate']
+                        vector_mrr = metrics['vector_mrr']
+                        total_misses = metrics['total_misses']
+                        
+                        st.text(f"KW hit rate: {kw_hit_rate}")
+                        st.text(f"Vector hit rate: {vector_hit_rate}")
+                        st.text(f"Hybrid hit rate: {hybrid_hit_rate}")
+                        st.text(f"Hybrid MRR: {vector_mrr}")
+                        st.text(f"Total misses: {total_misses}")
 
                 
         st.write("----------")