Update README.md

README.md

@@ -72,18 +72,18 @@ inference:
 
 >_this is the "latest" version of the model that has been trained the longest, currently at 70k steps_
 
-- goal: a summarization model that 1) summarizes the source content accurately 2) _more important IMO_ produces summaries that are easy to read and understand (* cough * unlike arXiv * cough *)
-  - this model attempts to help with that by using the [booksum](https://arxiv.org/abs/2105.08209) dataset to provide **explanatory summarization**
-    - explanatory summary - A summary that both consolidates information and also explains why said consolidated information is important.
-- this model has been trained for seven epochs total (approx 70,000 steps) and is closer to finished.
-    - Will continue to improve  (slowly, now that it has been trained for a long time) based on any result findings/feedback.
+- **GOAL:** A summarization model that 1) summarizes the source content accurately 2) _more important IMO_ produces summaries that are easy to read and understand (* cough * unlike arXiv * cough *)
+  - This model attempts to help with that by using the [booksum](https://arxiv.org/abs/2105.08209) dataset to provide **explanatory summarization**
+  - Explanatory Summary - A summary that both consolidates information and also explains why said consolidated information is important.
+- This model was trained for seven epochs total (approx 70,000 steps) and is closer to finished.
+  - Will continue to improve  (slowly, now that it has been trained for a long time) based on any result findings/feedback.
 - starting checkpoint was `google/bigbird-pegasus-large-bigpatent`
 
 ---
 
 # example usage
 
->An extended example, including a demo of batch summarization, is [here](https://colab.research.google.com/gist/pszemraj/2c8c0aecbcd4af6e9cbb51e195be10e2/bigbird-pegasus-large-booksum-20k-example.ipynb).
+> An extended example, including a demo of batch summarization, is [here](https://colab.research.google.com/gist/pszemraj/2c8c0aecbcd4af6e9cbb51e195be10e2/bigbird-pegasus-large-booksum-20k-example.ipynb).
 
 
 - create the summarizer object: