Update README.md

README.md

@@ -14,6 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [ahotrod/electra_large_discriminator_squad2_512](https://huggingface.co/ahotrod/electra_large_discriminator_squad2_512) on a generated Questions and Answers dataset from the DSPFirst textbook based on the SQuAD 2.0 format.
 
 # Dataset
+A visualization of the dataset can be found here: https://github.gatech.edu/pages/VIP-ITS/textbook_SQuAD_explore/explore/textbookv1.0/textbook/
 ```
 DatasetDict({
     train: Dataset({
@@ -36,7 +37,7 @@ More information needed
 
 ## Intended uses & limitations
 
-More information needed
+Since the dataset is generated from the DSPFirst textbook, its quality is not guaranteed.
 
 ## Training and evaluation data
 
@@ -57,6 +58,10 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - num_epochs: 4
 
+### Model hyperparameters
+- hidden_dropout_prob: 0.5
+- attention_probs_dropout_prob = 0.5
+
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss |