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mBART_translator_json_1
eunyounglee/mBART_translator_json_1
mBART_translator_json_1 is a machine learning model from eunyounglee. 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 mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- mbart
- Access
- Public
- Created
- Oct 7, 2022
- Updated
- Oct 7, 2022
- SHA
- c8b2d988
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. -->
mBART_translator_json_1
This model is a fine-tuned version of facebook/mbart-large-50 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2829
- Bleu: 85.309
- Gen Len: 38.6548
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.4947 | 1.0 | 1912 | 0.5341 | 73.427 | 40.6904 |
| 0.8362 | 2.0 | 3824 | 0.3411 | 83.776 | 39.1381 |
| 0.6387 | 3.0 | 5736 | 0.2829 | 85.309 | 38.6548 |
Framework versions
- Transformers 4.22.2
- Pytorch 1.12.1+cu113
- Datasets 2.5.2
- Tokenizers 0.12.1
- Library
- transformers
- Type
- mbart
- License
- mit
- Created
- Oct 7, 2022
- Updated
- Oct 7, 2022