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hscorer-full
spidersouris/hscorer-full
hscorer-full is a text classification model from spidersouris. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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.safetensors443 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- camembert
- Access
- Public
- Created
- Nov 1, 2024
- Updated
- Nov 1, 2024
- SHA
- 4225ccaa
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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. -->
hscorer-full
This model is a fine-tuned version of camembert-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1307
- Accuracy: 0.9695
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.1859 | 1.0 | 1797 | 0.1307 | 0.9631 |
| 0.1457 | 2.0 | 3594 | 0.2505 | 0.9432 |
| 0.125 | 3.0 | 5391 | 0.1224 | 0.9713 |
| 0.2291 | 4.0 | 7188 | 0.1530 | 0.9402 |
| 0.1174 | 5.0 | 8985 | 0.1462 | 0.9463 |
| 0.0957 | 6.0 | 10782 | 0.2007 | 0.9549 |
| 0.1581 | 7.0 | 12579 | 0.2563 | 0.9290 |
| 0.1386 | 8.0 | 14376 | 0.2012 | 0.9528 |
| 0.1353 | 9.0 | 16173 | 0.1420 | 0.9664 |
| 0.0665 | 10.0 | 17970 | 0.1307 | 0.9695 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- License
- mit
- Created
- Nov 1, 2024
- Updated
- Nov 1, 2024