This model is a fine-tuned version of
distilbert-base-uncased on the
m-newhauser/senator-tweets dataset, which contains all tweets made by United States senators during the first year of the Biden Administration.
It achieves the following results on the evaluation set:
The goal of this model is to classify short pieces of text as having either Democratic or Republican sentiment. The model was fine-tuned on 99,693 tweets (51.6% Democrat, 48.4% Republican) made by US senators in 2021.
Model accuracy may not hold up on pieces of text longer than a tweet.
