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ind-to-bbc-nmt-v1
kepinsam/ind-to-bbc-nmt-v1
ind-to-bbc-nmt-v1 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
- Oct 27, 2023
- Updated
- Oct 27, 2023
- SHA
- 917a9643
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. -->
indonesian_to_bataknese_translation_model
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: 1.1479
- Sacrebleu: 31.4299
- Gen Len: 45.1465
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: 4
- eval_batch_size: 8
- 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
Training results
| Training Loss | Epoch | Step | Validation Loss | Sacrebleu | Gen Len |
|---|---|---|---|---|---|
| 1.6013 | 1.0 | 1650 | 1.3829 | 29.312 | 45.592 |
| 1.2324 | 2.0 | 3300 | 1.2091 | 30.6403 | 45.6005 |
| 1.0217 | 3.0 | 4950 | 1.1552 | 31.428 | 45.0845 |
| 0.8984 | 4.0 | 6600 | 1.1470 | 31.4125 | 45.365 |
| 0.8012 | 5.0 | 8250 | 1.1479 | 31.4299 | 45.1465 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.13.1
- Tokenizers 0.14.1
- Library
- transformers
- Type
- m2m_100
- License
- cc-by-nc-4.0
- Created
- Oct 27, 2023
- Updated
- Oct 27, 2023