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en-ta-marian
ManojAlexender/en-ta-marian
en-ta-marian is a machine learning model from ManojAlexender. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Apr 17, 2025
- Updated
- Apr 17, 2025
- SHA
- 91c5dca0
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
en-ta-marian
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-dra on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2338
- Bleu: 80.6659
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:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 16
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| No log | 1.0 | 32 | 2.4300 | 2.2293 |
| No log | 2.0 | 64 | 1.8038 | 6.3360 |
| No log | 3.0 | 96 | 1.4173 | 19.6274 |
| No log | 4.0 | 128 | 1.1478 | 27.8938 |
| No log | 5.0 | 160 | 0.9330 | 35.1550 |
| No log | 6.0 | 192 | 0.7652 | 42.3234 |
| No log | 7.0 | 224 | 0.6344 | 48.9213 |
| No log | 8.0 | 256 | 0.5253 | 55.6715 |
| No log | 9.0 | 288 | 0.4450 | 61.4338 |
| No log | 10.0 | 320 | 0.3787 | 66.4522 |
| No log | 11.0 | 352 | 0.3337 | 70.3115 |
| No log | 12.0 | 384 | 0.2961 | 74.5026 |
| No log | 13.0 | 416 | 0.2663 | 77.6865 |
| No log | 14.0 | 448 | 0.2491 | 79.4044 |
| No log | 15.0 | 480 | 0.2375 | 80.5948 |
| 1.4043 | 16.0 | 512 | 0.2338 | 80.6659 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.1.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Type
- marian
- License
- apache-2.0
- Created
- Apr 17, 2025
- Updated
- Apr 17, 2025