update model card README.md

README.md

@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # histo_train_swin
 
-This model is a fine-tuned version of [tcvrishank/histo_train_vit](https://huggingface.co/tcvrishank/histo_train_vit) on the image_folder dataset.
+This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the image_folder dataset.
 
 ## Model description
 
@@ -33,13 +33,13 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 0.0001
-- train_batch_size: 64
+- learning_rate: 0.0002
+- train_batch_size: 128
 - eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 9
+- num_epochs: 20
 - mixed_precision_training: Native AMP
 
 ### Training results