oddadmix/masrawy-english-arabic-translator-clauda-opus-v1
Browse files
README.md
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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.
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It achieves the following results on the evaluation set:
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- Loss:
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size:
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- eval_batch_size:
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size:
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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| 1.8157 | 11.0 | 21388 | 1.9388 |
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| 1.7932 | 12.0 | 23333 | 1.9402 |
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| 1.7528 | 13.0 | 25277 | 1.9360 |
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| 1.741 | 14.0 | 27222 | 1.9378 |
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| 1.7257 | 15.0 | 29160 | 1.9350 |
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### Framework versions
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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.
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It achieves the following results on the evaluation set:
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- Loss: 2.1734
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 2.8321 | 1.0 | 1120 | 2.5553 |
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| 2.5351 | 2.0 | 2241 | 2.3913 |
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| 2.3732 | 3.0 | 3362 | 2.3113 |
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| 2.2808 | 4.0 | 4483 | 2.2630 |
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| 2.191 | 5.0 | 5604 | 2.2263 |
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| 2.1224 | 6.0 | 6725 | 2.2071 |
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| 2.0825 | 7.0 | 7846 | 2.1917 |
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| 2.0464 | 8.0 | 8967 | 2.1824 |
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| 2.027 | 9.0 | 10087 | 2.1775 |
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| 2.0087 | 9.99 | 11200 | 2.1734 |
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### Framework versions
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model.safetensors
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runs/Dec16_19-14-59_n2b1f8fcs7/events.out.tfevents.1734376502.n2b1f8fcs7.364.0
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training_args.bin
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