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vital-jazz-93
aleksahet/vital-jazz-93
vital-jazz-93 is a fill-mask model from aleksahet. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Nov 4, 2023
- Updated
- Nov 5, 2023
- SHA
- 0d52e073
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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. -->
vital-jazz-93
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.6530
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: 0.0001
- 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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.9044 | 0.76 | 10000 | 4.8373 |
| 2.014 | 1.53 | 20000 | 1.9385 |
| 1.7841 | 2.29 | 30000 | 1.7617 |
| 1.7061 | 3.05 | 40000 | 1.6924 |
| 1.6974 | 3.82 | 50000 | 1.6568 |
Framework versions
- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Nov 4, 2023
- Updated
- Nov 5, 2023