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my_awesome_model
fatemehramezani/my_awesome_model
my_awesome_model is a machine learning model from fatemehramezani. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Model type
- distilbert
- Access
- Public
- Created
- Aug 7, 2024
- Updated
- Aug 17, 2024
- SHA
- 2e50d90b
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. -->
my_awesome_model
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.7093
- Accuracy: 0.1868
- F1: 0.1868
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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 2.7379 | 1.0 | 163 | 2.7010 | 0.1930 | 0.1930 |
| 2.5556 | 2.0 | 326 | 2.6902 | 0.1853 | 0.1853 |
| 2.3675 | 3.0 | 489 | 2.7093 | 0.1868 | 0.1868 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- distilbert
- Created
- Aug 7, 2024
- Updated
- Aug 17, 2024