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imbalancetexx-5
twanghcmut/imbalancetexx-5
imbalancetexx-5 is a machine learning model from twanghcmut. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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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. -->
imbalancetexx-5
This model is a fine-tuned version of unsloth/qwen2-0.5b-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0024
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: 12
- eval_batch_size: 1
- 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: 8
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7826 | 1.0 | 9090 | 0.7541 |
| 0.3693 | 2.0 | 18180 | 0.2637 |
| 0.0747 | 3.0 | 27270 | 0.0086 |
| 0.0604 | 4.0 | 36360 | 0.0045 |
| 0.0528 | 5.0 | 45450 | 0.0031 |
| 0.0487 | 6.0 | 54540 | 0.0026 |
| 0.0437 | 7.0 | 63630 | 0.0026 |
| 0.0415 | 8.0 | 72720 | 0.0024 |
Framework versions
- Transformers 4.48.1
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Library
- transformers
- Type
- qwen2
- License
- apache-2.0
- Created
- Feb 4, 2025
- Updated
- Feb 4, 2025