Update utils_display.py

utils_display.py

@@ -11,7 +11,7 @@ HEADER = """
 
 SIDE_BAR_TEXT = """
 
-# *PETALS: A Collaborative Inference of Large Models*
+# *PETALS: A Collaborative Inference and Fine-tuning of Large Models*
 
 A BigScience initiative.
 
@@ -21,7 +21,7 @@ A BigScience initiative.
 
 # Introduction
 
-This Space is an interactive Space of *PETALS* paper (Submitted in EMNLP 2022) that aims to run BLOOM-176 in a distributed manner for efficient and cost-effective inference and fine-tuning.
+This Space is an interactive Space of *PETALS* paper that aims to run BLOOM-176 in a distributed manner for efficient and cost-effective inference and fine-tuning.
 
 ## What is *PETALS* ?