Current focus for week 14 is:
- loading and cleaning the data into a dataframe
- training inital Bert model with classification head from huggingface
- Document the baseline model's performance and create a short writeup (~1 page) of the work that has been completed thus far.
Focus for week 15:
- Improve model via increased batch size (will have to do some data parallelism) and potentially choosing a different base bert model
- train up classical model
- Report