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categor_ai_23_cats_train
tinutmap/categor_ai_23_cats_train
categor_ai_23_cats_train is a text classification model from tinutmap. 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
- distilbert
- Access
- Public
- Created
- Oct 3, 2024
- Updated
- Oct 9, 2024
- SHA
- 19051767
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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. -->
categor_ai_23_cats_train
This model is a fine-tuned version of tinutmap/categor_ai_23_cats on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0988
- Accuracy: 1.0
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 1 | 1.5714 | 0.0 |
| No log | 2.0 | 2 | 0.9634 | 1.0 |
| No log | 3.0 | 3 | 0.5682 | 1.0 |
| No log | 4.0 | 4 | 0.3683 | 1.0 |
| No log | 5.0 | 5 | 0.2697 | 1.0 |
| No log | 6.0 | 6 | 0.2010 | 1.0 |
| No log | 7.0 | 7 | 0.1684 | 1.0 |
| No log | 8.0 | 8 | 0.1496 | 1.0 |
| No log | 9.0 | 9 | 0.1369 | 1.0 |
| No log | 10.0 | 10 | 0.1313 | 1.0 |
| No log | 11.0 | 11 | 0.1261 | 1.0 |
| No log | 12.0 | 12 | 0.1202 | 1.0 |
| No log | 13.0 | 13 | 0.1168 | 1.0 |
| No log | 14.0 | 14 | 0.1131 | 1.0 |
| No log | 15.0 | 15 | 0.1095 | 1.0 |
| No log | 16.0 | 16 | 0.1056 | 1.0 |
| No log | 17.0 | 17 | 0.1026 | 1.0 |
| No log | 18.0 | 18 | 0.1006 | 1.0 |
| No log | 19.0 | 19 | 0.0995 | 1.0 |
| No log | 20.0 | 20 | 0.0988 | 1.0 |
Framework versions
- Transformers 4.44.1
- Pytorch 2.3.1
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Oct 3, 2024
- Updated
- Oct 9, 2024