diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -51,7 +51,7 @@ to pull the latest build, or check the [packages](https://github.com/SFI-Visual-
 # Results 
 ## JanModel & MNIST_0-3
 This section reports the results from using the model "JanModel" and the dataset MNIST_0-3 which contains MNIST digits from 0 to 3 (Four classes total). 
-For this experiment we use all five available metrics, and train for a total of a 100 epochs, but observe convergence around XXX epochs. We'll report the results from this epoch.
+For this experiment we use all five available metrics, and train for a total of 20 epochs.
 
 We achieve a great fit on the data. Below are the results for the described run:
 | Dataset Split | Loss  | Entropy | Accuracy | Precision | Recall | F1    |