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name-parser-model
yale-cultural-heritage/name-parser-model
name-parser-model is a machine learning model from yale-cultural-heritage. 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
- May 28, 2025
- Updated
- May 28, 2025
- SHA
- b93c8b8f
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. -->
name-parser-model
This model is a fine-tuned version of yale-cultural-heritage/name-parser-model on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0332
- Accuracy: 0.9921
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: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Use adafactor and the args are: No additional optimizer arguments
- lr_scheduler_type: linear
- training_steps: 10000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.041 | 3.1952 | 1000 | 0.0352 | 0.9912 |
| 0.0369 | 6.3904 | 2000 | 0.0345 | 0.9915 |
| 0.0358 | 9.5856 | 3000 | 0.0336 | 0.9917 |
| 0.0349 | 12.7808 | 4000 | 0.0333 | 0.9919 |
| 0.0337 | 15.9760 | 5000 | 0.0331 | 0.9920 |
| 0.0332 | 19.1696 | 6000 | 0.0334 | 0.9919 |
| 0.0328 | 22.3648 | 7000 | 0.0332 | 0.9921 |
| 0.0323 | 25.56 | 8000 | 0.0333 | 0.9921 |
| 0.0318 | 28.7552 | 9000 | 0.0333 | 0.9921 |
| 0.032 | 31.9504 | 10000 | 0.0332 | 0.9921 |
Framework versions
- Transformers 4.52.3
- Pytorch 2.7.0+cu126
- Datasets 3.6.0
- Tokenizers 0.21.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- May 28, 2025
- Updated
- May 28, 2025