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rut5-base-phonetic
NancyBlack/rut5-base-phonetic
rut5-base-phonetic is a machine learning model from NancyBlack. 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
- t5
- Access
- Public
- Created
- Nov 8, 2024
- Updated
- Nov 19, 2024
- SHA
- ffa6c00c
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. -->
rut5-base-phonetic
This model is a fine-tuned version of NancyBlack/rut5-base-phonetic on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0362
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0153 | 0.3582 | 500 | 0.0354 |
| 0.0137 | 0.7163 | 1000 | 0.0358 |
| 0.0115 | 1.0745 | 1500 | 0.0379 |
| 0.0085 | 1.4327 | 2000 | 0.0362 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.5.1+cu121
- Tokenizers 0.20.3
- Library
- transformers
- Type
- t5
- Created
- Nov 8, 2024
- Updated
- Nov 19, 2024