--- license: apache-2.0 tags: - generated_from_keras_callback model-index: - name: opus-mt-ar-en-finetunedTanzil-v6-ar-to-en results: [] --- # opus-mt-ar-en-finetunedTanzil-v6-ar-to-en This model is a fine-tuned version of [Helsinki-NLP/opus-mt-ar-en](https://huggingface.co/Helsinki-NLP/opus-mt-ar-en) on an unknown dataset. It achieves the following results on the evaluation set: - Train Loss: 0.8405 - Validation Loss: 0.9594 - Train Rouge1: 58.4345 - Train Rouge2: 34.4502 - Train Rougel: 54.6634 - Train Rougelsum: 54.9469 - Train Gen Len: 96.98 - Epoch: 10 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01} - training_precision: float32 ### Training results | Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch | |:----------:|:---------------:|:------------:|:------------:|:------------:|:---------------:|:-------------:|:-----:| | 1.7341 | 1.4426 | 55.0505 | 31.6295 | 51.3925 | 51.8558 | 76.44 | 0 | | 1.4329 | 1.2987 | 56.7672 | 33.8519 | 53.2796 | 53.6077 | 75.905 | 1 | | 1.2849 | 1.2132 | 59.1926 | 36.8577 | 55.8615 | 56.2321 | 94.415 | 2 | | 1.1854 | 1.1560 | 59.5654 | 36.0992 | 56.2438 | 56.6259 | 109.725 | 3 | | 1.1092 | 1.1101 | 59.2882 | 36.3247 | 56.1751 | 56.6098 | 110.7 | 4 | | 1.0478 | 1.0738 | 59.3702 | 35.9485 | 56.2157 | 56.6418 | 100.835 | 5 | | 0.9957 | 1.0464 | 59.3582 | 35.5831 | 55.8989 | 56.3337 | 103.575 | 6 | | 0.9503 | 1.0190 | 59.2327 | 35.7054 | 55.6769 | 56.0504 | 97.95 | 7 | | 0.9099 | 0.9959 | 58.9992 | 34.9965 | 55.5582 | 55.8486 | 97.05 | 8 | | 0.8735 | 0.9776 | 58.9665 | 35.1024 | 55.6433 | 55.8640 | 100.195 | 9 | | 0.8405 | 0.9594 | 58.4345 | 34.4502 | 54.6634 | 54.9469 | 96.98 | 10 | ### Framework versions - Transformers 4.17.0.dev0 - TensorFlow 2.7.0 - Datasets 1.18.4.dev0 - Tokenizers 0.10.3