Update README.md

README.md

@@ -20,23 +20,6 @@ with some affinity. The purpose of this model was to provide a model which can t
 This model was trained in order to provide a model which can then be fine-tuned for other tasks in which SMILES data can be useful such as 
 predicting physical properties, chemical activity, or biological activity. 
 
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
-
-### Training hyperparameters
-
-The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 64
-- eval_batch_size: 8
-- seed: 42
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- num_epochs: 3
-
 ### Training results
 
 Training Loss: 0.9446000