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defect-classification-llama-baseline-05-epochs
ppak10/defect-classification-llama-baseline-05-epochs
defect-classification-llama-baseline-05-epochs is a machine learning model from ppak10. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Jan 18, 2025
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24.7 GB on disk
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At a glance
- Library
- transformers
- License
- llama3.2
- Access
- Public
- Created
- Jan 17, 2025
- Updated
- Jan 18, 2025
- SHA
- 1f0c41ad
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. -->
defect-classification-llama-baseline-05-epochs
This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3336
- Accuracy: 0.8916
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: 512
- eval_batch_size: 512
- seed: 42
- optimizer: Use 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.7664 | 1.0 | 1062 | 0.6945 | 0.8160 |
| 0.4911 | 2.0 | 2124 | 0.4764 | 0.8587 |
| 0.4172 | 3.0 | 3186 | 0.3906 | 0.8761 |
| 0.3563 | 4.0 | 4248 | 0.3557 | 0.8858 |
| 0.3379 | 5.0 | 5310 | 0.3336 | 0.8916 |
Framework versions
- Transformers 4.47.0
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Library
- transformers
- License
- llama3.2
- Created
- Jan 17, 2025
- Updated
- Jan 18, 2025