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shulchan-aruch-classifier
sivan22/shulchan-aruch-classifier
shulchan-aruch-classifier is a text classification model from sivan22. Use it when you need a label for a piece of text. 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
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Oct 11, 2023
- Updated
- Oct 13, 2023
- SHA
- 1d84d215
Try a prompt
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. -->
This model is a fine-tuned version of dicta-il/BEREL_2.0 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1927
- Accuracy: 0.9507
Model description
מודל זה מקבל כל משפט ומסווג אותו לאחת הקטגוריות הבאות: אורח חיים, חושן משפט או יורה דעה.
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.2694 | 1.0 | 537 | 0.1761 | 0.9409 |
| 0.0922 | 2.0 | 1074 | 0.1927 | 0.9507 |
Framework versions
- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Oct 11, 2023
- Updated
- Oct 13, 2023