Downloads · 30 days
14
3% of all-time downloads
eng-hin-translator
Vasanth/eng-hin-translator
eng-hin-translator is a machine learning model from Vasanth. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
499
Public
Repo size
2.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin304 MB · 99%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Sep 12, 2022
- Updated
- Sep 12, 2022
- SHA
- 56b331b7
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. -->
eng-hin-translator
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-hi on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.4143
- Bleu Score: 34.2532
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: 2e-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
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu Score |
|---|---|---|---|---|
| 1.7332 | 1.0 | 548 | 1.5131 | 31.6167 |
| 1.3588 | 2.0 | 1096 | 1.4463 | 33.0225 |
| 1.1651 | 3.0 | 1644 | 1.4209 | 34.0514 |
| 1.042 | 4.0 | 2192 | 1.4139 | 34.0137 |
| 0.9686 | 5.0 | 2740 | 1.4143 | 34.2532 |
Framework versions
- Transformers 4.21.2
- Pytorch 1.12.1
- Datasets 2.4.0
- Tokenizers 0.12.1
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Sep 12, 2022
- Updated
- Sep 12, 2022