Downloads · 30 days
14
10% of all-time downloads
ind-to-bbc-nmt-v8
kepinsam/ind-to-bbc-nmt-v8
ind-to-bbc-nmt-v8 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
143
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 13, 2024
- Updated
- Jul 13, 2024
- SHA
- 495ba5cd
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-v8
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: 1.1714
- Sacrebleu: 31.404
- Gen Len: 45.259
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: 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 |
|---|---|---|---|---|---|
| 5.9718 | 1.0 | 207 | 3.5105 | 24.1454 | 44.5145 |
| 2.5392 | 2.0 | 414 | 1.6246 | 28.1486 | 45.45 |
| 1.46 | 3.0 | 621 | 1.3187 | 30.5425 | 45.375 |
| 1.2013 | 4.0 | 828 | 1.2437 | 31.2443 | 45.2075 |
| 1.0869 | 5.0 | 1035 | 1.2084 | 31.0749 | 45.3445 |
| 1.0083 | 6.0 | 1242 | 1.1851 | 31.167 | 45.35 |
| 0.9563 | 7.0 | 1449 | 1.1811 | 31.2377 | 45.344 |
| 0.9149 | 8.0 | 1656 | 1.1719 | 31.2539 | 45.343 |
| 0.8881 | 9.0 | 1863 | 1.1738 | 31.5399 | 45.145 |
| 0.872 | 10.0 | 2070 | 1.1714 | 31.404 | 45.259 |
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 13, 2024
- Updated
- Jul 13, 2024