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koja_mbartLarge_55p_run2
yesj1234/koja_mbartLarge_55p_run2
koja_mbartLarge_55p_run2 is a machine learning model from yesj1234. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Nov 2, 2023
- Updated
- Nov 2, 2023
- SHA
- 982c00e9
Base models
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. -->
koja_mbartLarge_55p_run2
This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9303
- Bleu: 57.3778
- Gen Len: 16.682
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: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.0633 | 0.48 | 8000 | 1.0419 | 52.4575 | 17.4003 |
| 0.9731 | 0.97 | 16000 | 0.9550 | 55.7136 | 16.9686 |
| 0.7608 | 1.45 | 24000 | 0.9372 | 56.8788 | 16.7537 |
| 0.7213 | 1.93 | 32000 | 0.9303 | 57.4421 | 16.6742 |
| 0.5702 | 2.42 | 40000 | 0.9622 | 56.774 | 16.4703 |
| 0.5416 | 2.9 | 48000 | 0.9697 | 57.4192 | 16.6763 |
| 0.4226 | 3.38 | 56000 | 1.0399 | 56.5425 | 16.4626 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu121
- Datasets 2.14.6
- Tokenizers 0.14.1
- Library
- transformers
- Type
- mbart
- Languages
- ko, ja
- Created
- Nov 2, 2023
- Updated
- Nov 2, 2023