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bbc-to-ind-nmt-v3
kepinsam/bbc-to-ind-nmt-v3
bbc-to-ind-nmt-v3 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 11, 2024
- SHA
- a9be3172
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-v3
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: 1.1424
- Sacrebleu: 37.0979
- Gen Len: 37.248
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: 16
- 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 |
|---|---|---|---|---|---|
| 4.2762 | 1.0 | 413 | 1.5344 | 30.2931 | 37.92 |
| 1.3119 | 2.0 | 826 | 1.1962 | 35.3764 | 37.3035 |
| 1.0696 | 3.0 | 1239 | 1.1529 | 36.5225 | 37.204 |
| 0.9763 | 4.0 | 1652 | 1.1420 | 36.8954 | 37.0565 |
| 0.9298 | 5.0 | 2065 | 1.1424 | 37.0979 | 37.248 |
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 11, 2024