Update README.md

README.md

@@ -9,9 +9,8 @@ This model takes the various social groups that might be mentioned in political
 
 See Dolinsky et al (2025) for more information on social group categories and Horne et al (2025) for details on training, relation to other models, and use cases.
 
-📊 Evaluation Results: {'eval_loss': 0.024197660386562347, 'eval_accuracy': 0.994262946025139, 'eval_f1': 0.8552677029360967, 'eval_precision': 0.8657342657342657, 'eval_recall': 0.8450511945392492, 'eval_runtime': 5.9184, 'eval_samples_per_second': 232.831, 'eval_steps_per_second': 29.231, 'epoch': 29.914368650217707}
+📊 Evaluation Results: {'eval_loss': 0.023458, 'eval_accuracy': 0.994933, 'eval_f1': 0.894393, 'eval_precision': 0.0.897170, 'eval_recall': 0.891632, 'eval_runtime': 5.9184, 'eval_samples_per_second': 232.831, 'eval_steps_per_second': 29.231, 'epoch': 29.914368650217707}
 
-We found optimal hyper-parameters to be:
 
 LEARNING_RATE = 1.9432557585419205e-05
 WEIGHT_DECAY = 0.11740203810285466