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improved_finetuned_model
swaraj150/improved_finetuned_model
improved_finetuned_model is a text classification model from swaraj150. 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
- Sep 15, 2024
- Updated
- Sep 15, 2024
- SHA
- a65f50db
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. -->
improved_finetuned_model
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0409
- Mse: 0.0409
- Rmse: 0.2022
- Mae: 0.1332
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Mse | Rmse | Mae |
|---|---|---|---|---|---|---|
| 0.109 | 1.0 | 567 | 0.0651 | 0.0651 | 0.2552 | 0.1789 |
| 0.0532 | 2.0 | 1134 | 0.0518 | 0.0518 | 0.2277 | 0.1519 |
| 0.0339 | 3.0 | 1701 | 0.0442 | 0.0442 | 0.2103 | 0.1382 |
| 0.024 | 4.0 | 2268 | 0.0419 | 0.0419 | 0.2047 | 0.1381 |
| 0.019 | 5.0 | 2835 | 0.0409 | 0.0409 | 0.2022 | 0.1332 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Sep 15, 2024
- Updated
- Sep 15, 2024