Downloads · 30 days
15
3% of all-time downloads
ind-to-bbc-nmt-v5
kepinsam/ind-to-bbc-nmt-v5
ind-to-bbc-nmt-v5 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. --
All-time downloads
435
Public
Parameters
615M
24.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.5 GB · 99%
At a glance
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- m2m_100
- Access
- Public
- Created
- Jul 12, 2024
- Updated
- Jul 12, 2024
- SHA
- d3905510
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. -->
ind-to-bbc-nmt-v5
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: 1.1894
- Sacrebleu: 31.266
- Gen Len: 44.965
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: 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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Sacrebleu | Gen Len |
|---|---|---|---|---|---|
| 3.6651 | 1.0 | 1650 | 1.4838 | 26.4515 | 46.9715 |
| 1.3236 | 2.0 | 3300 | 1.2132 | 30.7977 | 45.688 |
| 1.0377 | 3.0 | 4950 | 1.1590 | 31.5249 | 45.2095 |
| 0.871 | 4.0 | 6600 | 1.1329 | 31.7139 | 44.965 |
| 0.7493 | 5.0 | 8250 | 1.1319 | 31.3062 | 45.139 |
| 0.6536 | 6.0 | 9900 | 1.1331 | 30.8031 | 45.242 |
| 0.5772 | 7.0 | 11550 | 1.1492 | 31.1586 | 45.1815 |
| 0.5195 | 8.0 | 13200 | 1.1684 | 31.0977 | 45.019 |
| 0.4763 | 9.0 | 14850 | 1.1798 | 31.2488 | 44.8915 |
| 0.4478 | 10.0 | 16500 | 1.1894 | 31.266 | 44.965 |
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 12, 2024
- Updated
- Jul 12, 2024