snousias
/

bert-base-greek-uncased-v1-finetuned-imdb

@@ -13,7 +13,7 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [nlpaueb/bert-base-greek-uncased-v1](https://huggingface.co/nlpaueb/bert-base-greek-uncased-v1) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.1384
 ## Model description
@@ -38,15 +38,62 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 3.0
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| 2.8824        | 1.0   | 12   | 1.6534          |
-| 2.3027        | 2.0   | 24   | 2.4693          |
-| 2.3195        | 3.0   | 36   | 1.4446          |
 ### Framework versions

 This model is a fine-tuned version of [nlpaueb/bert-base-greek-uncased-v1](https://huggingface.co/nlpaueb/bert-base-greek-uncased-v1) on an unknown dataset.
 It achieves the following results on the evaluation set:
+- Loss: 3.3617
 ## Model description
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
+- num_epochs: 50
 ### Training results
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
+| 1.0877        | 1.0   | 45   | 2.9871          |
+| 1.2665        | 2.0   | 90   | 2.9228          |
+| 1.9122        | 3.0   | 135  | 3.1228          |
+| 2.2564        | 4.0   | 180  | 1.6066          |
+| 1.9132        | 5.0   | 225  | 2.6351          |
+| 1.9952        | 6.0   | 270  | 2.2649          |
+| 1.7895        | 7.0   | 315  | 2.3376          |
+| 2.0415        | 8.0   | 360  | 1.9894          |
+| 1.8113        | 9.0   | 405  | 2.2998          |
+| 1.6944        | 10.0  | 450  | 2.1420          |
+| 1.7862        | 11.0  | 495  | 2.7167          |
+| 1.5657        | 12.0  | 540  | 2.5103          |
+| 1.4576        | 13.0  | 585  | 2.0238          |
+| 1.3369        | 14.0  | 630  | 2.5880          |
+| 1.3598        | 15.0  | 675  | 1.8161          |
+| 1.3407        | 16.0  | 720  | 2.4031          |
+| 1.3805        | 17.0  | 765  | 2.2539          |
+| 1.176         | 18.0  | 810  | 3.2901          |
+| 1.1152        | 19.0  | 855  | 2.3024          |
+| 1.0629        | 20.0  | 900  | 2.0823          |
+| 1.1972        | 21.0  | 945  | 2.9957          |
+| 1.1317        | 22.0  | 990  | 2.5360          |
+| 1.0396        | 23.0  | 1035 | 1.6268          |
+| 0.8686        | 24.0  | 1080 | 3.2657          |
+| 1.0526        | 25.0  | 1125 | 3.0398          |
+| 0.9023        | 26.0  | 1170 | 2.8197          |
+| 0.9539        | 27.0  | 1215 | 3.1922          |
+| 0.8699        | 28.0  | 1260 | 1.6943          |
+| 0.8669        | 29.0  | 1305 | 2.7801          |
+| 0.7893        | 30.0  | 1350 | 2.1385          |
+| 0.7462        | 31.0  | 1395 | 2.2881          |
+| 0.7627        | 32.0  | 1440 | 3.0789          |
+| 0.7536        | 33.0  | 1485 | 2.9320          |
+| 0.8317        | 34.0  | 1530 | 3.4081          |
+| 0.6749        | 35.0  | 1575 | 2.7531          |
+| 0.789         | 36.0  | 1620 | 2.9154          |
+| 0.6609        | 37.0  | 1665 | 2.1821          |
+| 0.6795        | 38.0  | 1710 | 2.5330          |
+| 0.6408        | 39.0  | 1755 | 3.4374          |
+| 0.6827        | 40.0  | 1800 | 2.3127          |
+| 0.6188        | 41.0  | 1845 | 2.0818          |
+| 0.6085        | 42.0  | 1890 | 2.2737          |
+| 0.6978        | 43.0  | 1935 | 2.9629          |
+| 0.6164        | 44.0  | 1980 | 2.5250          |
+| 0.6273        | 45.0  | 2025 | 2.3866          |
+| 0.7064        | 46.0  | 2070 | 2.0937          |
+| 0.6561        | 47.0  | 2115 | 2.4984          |
+| 0.7341        | 48.0  | 2160 | 3.1911          |
+| 0.6271        | 49.0  | 2205 | 2.2692          |
+| 0.6757        | 50.0  | 2250 | 2.2642          |
 ### Framework versions