End of training

README.md

@@ -17,9 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-ar](https://huggingface.co/Helsinki-NLP/opus-mt-en-ar) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.6900
-- Bleu: 16.0561
-- Gen Len: 17.5458
+- Loss: 2.3845
+- Bleu: 10.5436
+- Gen Len: 24.5802
 
 ## Model description
 
@@ -39,47 +39,20 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 2e-05
-- train_batch_size: 16
-- eval_batch_size: 16
+- train_batch_size: 8
+- eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 30
+- num_epochs: 3
 
 ### Training results
 
 | Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
 |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
-| 1.7613        | 1.0   | 2381  | 2.3308          | 15.763  | 21.341  |
-| 1.6561        | 2.0   | 4762  | 2.3460          | 15.8584 | 18.3615 |
-| 1.5261        | 3.0   | 7143  | 2.3583          | 15.9146 | 18.3606 |
-| 1.4501        | 4.0   | 9524  | 2.3798          | 16.1441 | 17.475  |
-| 1.3497        | 5.0   | 11905 | 2.4023          | 16.2252 | 17.4995 |
-| 1.4105        | 6.0   | 14286 | 2.3787          | 16.0959 | 17.9816 |
-| 1.3328        | 7.0   | 16667 | 2.3917          | 16.1331 | 17.6262 |
-| 1.2937        | 8.0   | 19048 | 2.4080          | 16.3078 | 17.4534 |
-| 1.2121        | 9.0   | 21429 | 2.4251          | 16.2201 | 17.6992 |
-| 1.1539        | 10.0  | 23810 | 2.4435          | 16.3003 | 17.5033 |
-| 1.1082        | 11.0  | 26191 | 2.4623          | 16.1261 | 17.5324 |
-| 1.0687        | 12.0  | 28572 | 2.4776          | 16.2769 | 17.4889 |
-| 1.0148        | 13.0  | 30953 | 2.5003          | 16.2253 | 17.482  |
-| 0.9665        | 14.0  | 33334 | 2.5121          | 15.9708 | 17.7131 |
-| 0.9399        | 15.0  | 35715 | 2.5320          | 16.1663 | 17.552  |
-| 0.9002        | 16.0  | 38096 | 2.5455          | 16.0954 | 17.4487 |
-| 0.8696        | 17.0  | 40477 | 2.5698          | 16.1255 | 17.4858 |
-| 0.8382        | 18.0  | 42858 | 2.5831          | 16.0722 | 17.3738 |
-| 0.8133        | 19.0  | 45239 | 2.6000          | 15.9531 | 17.6652 |
-| 0.7738        | 20.0  | 47620 | 2.6132          | 16.077  | 17.5936 |
-| 0.7624        | 21.0  | 50001 | 2.6288          | 16.0965 | 17.5484 |
-| 0.7395        | 22.0  | 52382 | 2.6402          | 16.044  | 17.5031 |
-| 0.7106        | 23.0  | 54763 | 2.6560          | 15.8598 | 17.5839 |
-| 0.7001        | 24.0  | 57144 | 2.6605          | 15.9754 | 17.5711 |
-| 0.6812        | 25.0  | 59525 | 2.6685          | 15.9742 | 17.526  |
-| 0.6665        | 26.0  | 61906 | 2.6781          | 16.0116 | 17.4887 |
-| 0.6594        | 27.0  | 64287 | 2.6834          | 15.9705 | 17.5014 |
-| 0.6513        | 28.0  | 66668 | 2.6870          | 15.9401 | 17.5768 |
-| 0.6329        | 29.0  | 69049 | 2.6893          | 16.0272 | 17.5373 |
-| 0.6266        | 30.0  | 71430 | 2.6900          | 16.0561 | 17.5458 |
+| 2.6662        | 1.0   | 26718 | 2.5506          | 9.195   | 30.2454 |
+| 2.4624        | 2.0   | 53436 | 2.4236          | 9.7626  | 25.7695 |
+| 2.3456        | 3.0   | 80154 | 2.3845          | 10.5436 | 24.5802 |
 
 
 ### Framework versions

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f9f2cd56afdfa68af6a0efae4ba5bd3ea3fdbb044e5af97df75a5847f0eaf71d
+oid sha256:f362d2f0e3ff86cf00d3cb511b3797d6ff941a81cb9ccd821f69f38078df1341
 size 305510213