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bbc-to-ind-nmt-v2
kepinsam/bbc-to-ind-nmt-v2
bbc-to-ind-nmt-v2 is a machine learning model from kepinsam. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- m2m_100
- Access
- Public
- Created
- Jul 10, 2024
- Updated
- Jul 14, 2024
- SHA
- 0563ff0a
Base models
Datasets
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. -->
bbc-to-ind-nmt-v2
This model is a fine-tuned version of facebook/nllb-200-distilled-600M on the nusatranslation_mt dataset. It achieves the following results on the evaluation set:
- Loss: 1.1318
- Sacrebleu: 37.7411
- Gen Len: 37.2965
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: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Sacrebleu | Gen Len |
|---|---|---|---|---|---|
| 3.3872 | 1.0 | 825 | 1.2738 | 33.3267 | 37.8435 |
| 1.1626 | 2.0 | 1650 | 1.1593 | 36.2145 | 37.436 |
| 0.9846 | 3.0 | 2475 | 1.1289 | 37.2589 | 37.0315 |
| 0.8883 | 4.0 | 3300 | 1.1254 | 37.8219 | 37.216 |
| 0.832 | 5.0 | 4125 | 1.1318 | 37.7411 | 37.2965 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.14.6
- Tokenizers 0.19.1
- Library
- transformers
- Type
- m2m_100
- License
- cc-by-nc-4.0
- Created
- Jul 10, 2024
- Updated
- Jul 14, 2024