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my_awesome_opus_books_model
sarveshchaudhari/my_awesome_opus_books_model
my_awesome_opus_books_model is a machine learning model from sarveshchaudhari. 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. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Oct 2, 2024
- Updated
- Oct 3, 2024
- SHA
- b103c32a
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. -->
my_awesome_opus_books_model
This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0199
- Bleu: 0.0
- Gen Len: 15.3322
- Meteor: 0.334
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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len | Meteor |
|---|---|---|---|---|---|---|
| 0.0225 | 1.0 | 2350 | 0.0212 | 0.0 | 13.3211 | 0.3919 |
| 0.0214 | 2.0 | 4700 | 0.0206 | 0.0 | 15.8069 | 0.3832 |
| 0.021 | 3.0 | 7050 | 0.0204 | 0.0 | 15.9015 | 0.3599 |
| 0.0207 | 4.0 | 9400 | 0.0204 | 0.0 | 13.5323 | 0.3856 |
| 0.0206 | 5.0 | 11750 | 0.0202 | 0.0 | 16.8016 | 0.249 |
| 0.0203 | 6.0 | 14100 | 0.0201 | 0.0 | 13.7396 | 0.3848 |
| 0.0204 | 7.0 | 16450 | 0.0200 | 0.0 | 15.1254 | 0.3674 |
| 0.0203 | 8.0 | 18800 | 0.0200 | 0.0 | 14.3336 | 0.3826 |
| 0.0203 | 9.0 | 21150 | 0.0199 | 0.0 | 14.9733 | 0.3565 |
| 0.0203 | 10.0 | 23500 | 0.0199 | 0.0 | 15.3322 | 0.334 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.1
- Datasets 3.0.1
- Tokenizers 0.20.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Oct 2, 2024
- Updated
- Oct 3, 2024