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my_awesome_model
NadineMostafa/my_awesome_model
my_awesome_model is a machine learning model from NadineMostafa. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Aug 30, 2024
- Updated
- Sep 1, 2024
- SHA
- ad0771ac
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. -->
my_awesome_model
This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2945
- Accuracy: 0.8387
- F1: 0.8449
- Precision: 0.8479
- Recall: 0.8419
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: 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.4682 | 1.0 | 1225 | 0.4024 | 0.7884 | 0.7932 | 0.8094 | 0.7777 |
| 0.3985 | 2.0 | 2450 | 0.3455 | 0.8136 | 0.8040 | 0.8902 | 0.7331 |
| 0.3397 | 3.0 | 3675 | 0.2945 | 0.8387 | 0.8449 | 0.8479 | 0.8419 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- distilbert
- License
- apache-2.0
- Created
- Aug 30, 2024
- Updated
- Sep 1, 2024