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name-parser-small
yale-cultural-heritage/name-parser-small
name-parser-small 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
- Jun 2, 2025
- Updated
- Jun 3, 2025
- SHA
- 0ea2f4b2
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. -->
name-parser-small
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0124
- Accuracy: 0.9947
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: 20000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.032 | 0.7150 | 2000 | 0.0202 | 0.9922 |
| 0.0234 | 1.4297 | 4000 | 0.0164 | 0.9936 |
| 0.0203 | 2.1444 | 6000 | 0.0146 | 0.9941 |
| 0.0187 | 2.8594 | 8000 | 0.0138 | 0.9942 |
| 0.0178 | 3.5741 | 10000 | 0.0133 | 0.9943 |
| 0.0173 | 4.2889 | 12000 | 0.0130 | 0.9944 |
| 0.0175 | 5.0036 | 14000 | 0.0126 | 0.9946 |
| 0.0164 | 5.7186 | 16000 | 0.0124 | 0.9947 |
| 0.0165 | 6.4333 | 18000 | 0.0124 | 0.9947 |
| 0.0166 | 7.1480 | 20000 | 0.0124 | 0.9947 |
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
- Jun 2, 2025
- Updated
- Jun 3, 2025