Update README.md

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@ -26,7 +26,7 @@ use_cosine_similarity: True # Distance metric for contrastive loss. If False, us
epochs: 40 # Number of epochs to train
num_workers: 4 # Number of workers for the data loader
valid_size: 0.05 # validation set size
eval_every_n_epochs: 2 # frequency to eval the feature representations' quality
eval_every_n_epochs: 2 # frequency to eval the similary score using the validation set
```
## Feature Evaluation