Update README.md

README.md

@@ -11,7 +11,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # experience-model-v1
 
-This model was trained from scratch on an unknown dataset.
+This model is intended to detect the presence of a present-moment experience a human or animal is experiencing in a sentence.
 
 ## Model description
 
@@ -23,20 +23,19 @@ More information needed
 
 ## Training and evaluation data
 
-More information needed
+This model was trained on 745 training samples, with ~10% of them containing present moment experiences.
 
 ## Training procedure
 
+This model was fine-tuned from 'microsoft/deberta-v3-large' using https://github.com/AlignmentResearch/experience-model.
+
 ### Training hyperparameters
 
-The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 8
-- eval_batch_size: 8
-- seed: 42
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- num_epochs: 3.0
+It used the following hyperparameters:
+learning_rate: 2.0 e-05
+batch_size: 16
+epochs: 200
+weight_decay: 0.01
 
 ### Framework versions