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dit-base-manuscripts
davanstrien/dit-base-manuscripts
dit-base-manuscripts is a machine learning model from davanstrien. 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
- deit
- Access
- Public
- Created
- Mar 8, 2022
- Updated
- Sep 11, 2023
- SHA
- 955fd885
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. -->
dit-base-manuscripts
This model is a fine-tuned version of facebook/deit-base-distilled-patch16-224 on the davanstrien/iiif_manuscripts_label_ge_50 dataset. It achieves the following results on the evaluation set:
- Loss: 1.1266
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: 32
- eval_batch_size: 32
- seed: 1333
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.1396 | 1.0 | 32 | 1.1261 |
Framework versions
- Transformers 4.18.0.dev0
- Pytorch 1.10.0+cu111
- Datasets 1.18.4
- Tokenizers 0.11.6
- Library
- transformers
- Type
- deit
- License
- apache-2.0
- Created
- Mar 8, 2022
- Updated
- Sep 11, 2023