Update article

apps/article.py

@@ -3,6 +3,7 @@ from apps.utils import read_markdown
 from streamlit_tensorboard import st_tensorboard
 
 def app(state):
+    st.info("Welcome to our Multilingual-VQA demo. Please use the navigation sidebar to move to our demo, or scroll below to read all about our project. 🤗")
     st.write(read_markdown("intro.md"))
     st.write("## Methodology")
     st.write(read_markdown("pretraining.md"))
@@ -14,6 +15,9 @@ def app(state):
     st_tensorboard(logdir='./logs/pretrain_logs', port=6006)
 
     st.write(read_markdown("finetuning.md"))
+    st.write("**Training Logs**")
+    st_tensorboard(logdir='./logs/finetune_logs', port=6006)
+
     st.write(read_markdown("challenges.md"))
     st.write(read_markdown("limitations.md"))
     st.write(read_markdown("social_impact.md"))