Update README.md

README.md

@@ -24,7 +24,7 @@ aristoBERTo is provided by the [Diogenet project](https://diogenet.ucsd.edu) of
 
 ## Intended uses
 
-This model was created for fine-tuning with spaCy and the ancient Greek Universal Dependency datasets as well as a NER corpus produced by the [Diogenet project](https://diogenet.ucsd.edu). 
+This model was created for fine-tuning with spaCy and the ancient Greek Universal Dependency datasets as well as a NER corpus produced by the [Diogenet project](https://diogenet.ucsd.edu). As a fill-mask model, AristoBERTo can also be used in the restoration of damaged Greek papyri, inscriptions, and manuscripts. 
 
 
 It achieves the following results on the evaluation set:
@@ -48,25 +48,6 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step    | Validation Loss |
 |:-------------:|:-----:|:-------:|:---------------:|
-| 2.2017        | 1.0   | 170711  | 2.4411          |
-| 2.0302        | 2.0   | 341422  | 2.2853          |
-| 1.9459        | 3.0   | 512133  | 2.1911          |
-| 1.8847        | 4.0   | 682844  | 2.1187          |
-| 1.85          | 5.0   | 853555  | 2.0841          |
-| 1.834         | 6.0   | 1024266 | 2.0267          |
-| 1.7599        | 7.0   | 1194977 | 1.9874          |
-| 1.7147        | 8.0   | 1365688 | 1.9495          |
-| 1.6882        | 9.0   | 1536399 | 1.9030          |
-| 1.6433        | 10.0  | 1707110 | 1.8845          |
-| 1.6289        | 11.0  | 1877821 | 1.8485          |
-| 1.5758        | 12.0  | 2048532 | 1.8097          |
-| 1.5439        | 13.0  | 2219243 | 1.7916          |
-| 1.5358        | 14.0  | 2389954 | 1.7680          |
-| 1.4946        | 15.0  | 2560665 | 1.7360          |
-| 1.4753        | 16.0  | 2731376 | 1.7052          |
-| 1.4628        | 17.0  | 2902087 | 1.6804          |
-| 1.4223        | 18.0  | 3072798 | 1.6720          |
-| 1.3909        | 19.0  | 3243509 | 1.6521          |
 | 1.377         | 20.0  | 3414220 | 1.6314          |