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mtg-card-pricing-model
duncanmcd384/mtg-card-pricing-model
mtg-card-pricing-model is a machine learning model from duncanmcd384. 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
- bert
- Access
- Public
- Created
- Dec 12, 2024
- Updated
- Dec 12, 2024
- SHA
- 0abc06b6
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. -->
mtg-card-pricing-model
This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 697.3209
- Mse: 697.3207
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Mse |
|---|---|---|---|---|
| 1981.8588 | 1.0 | 2578 | 701.4816 | 701.4817 |
| 557.9489 | 2.0 | 5156 | 698.7001 | 698.7001 |
| 149.627 | 3.0 | 7734 | 697.3209 | 697.3207 |
Framework versions
- Transformers 4.47.0
- Pytorch 2.5.1+cpu
- Tokenizers 0.21.0
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Dec 12, 2024
- Updated
- Dec 12, 2024