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orderlyai
withorderlyai/orderlyai
orderlyai is a text classification model from withorderlyai. 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
- Nov 30, 2024
- Updated
- Nov 30, 2024
- SHA
- 454aa12e
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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. -->
orderlyai
This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 5.8317
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 46 | 2.5961 |
| No log | 2.0 | 92 | 2.9959 |
| No log | 3.0 | 138 | 3.6266 |
| No log | 4.0 | 184 | 4.3102 |
| No log | 5.0 | 230 | 4.7747 |
| No log | 6.0 | 276 | 5.1535 |
| No log | 7.0 | 322 | 5.4790 |
| No log | 8.0 | 368 | 5.6904 |
| No log | 9.0 | 414 | 5.7965 |
| No log | 10.0 | 460 | 5.8317 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Nov 30, 2024
- Updated
- Nov 30, 2024