formatting

README.md

@@ -387,11 +387,12 @@ model-index:
 
 # long-t5-tglobal-base-16384 + BookSum
 
+ [![colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/pszemraj/d9a0495861776168fd5cdcd7731bc4ee/example-long-t5-tglobal-base-16384-book-summary.ipynb)
+ 
 - summarize long text and get a SparkNotes-esque summary of arbitrary topics!
 - generalizes reasonably well to academic & narrative text. 
 - A simple example/use case on ASR is [here](https://longt5-booksum-example.netlify.app/). There's also an example notebook on Colab:
 
- [![colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/pszemraj/d9a0495861776168fd5cdcd7731bc4ee/example-long-t5-tglobal-base-16384-book-summary.ipynb)
  
 ## Cheeky Proof-of-Concept
 
@@ -467,7 +468,7 @@ The following hyperparameters were used during the **most recent** training roun
 - num_epochs: 2
 
 
-\*_Prior training sessions used roughly similar parameters; multiple sessions were required as this takes aeons to train_
+\*_Prior training sessions used roughly similar parameters; multiple sessions were required as this takes eons to train_
 
 ### Training results