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sonigo_style_predict
macqueen01/sonigo_style_predict
sonigo_style_predict is a machine learning model from macqueen01. 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. --
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At a glance
- Library
- transformers
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Oct 30, 2024
- Updated
- Nov 15, 2024
- SHA
- 65e6fbf7
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. -->
sonigo_style_predict
This model is a fine-tuned version of Bllossom/llama-3.2-Korean-Bllossom-3B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1488
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: 10
- eval_batch_size: 3
- seed: 42
- distributed_type: multi-GPU
- 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 |
|---|---|---|---|
| 0.4074 | 1.0 | 182 | 0.5274 |
| 0.2929 | 2.0 | 364 | 0.3765 |
| 0.2069 | 3.0 | 546 | 0.2395 |
| 0.1576 | 4.0 | 728 | 0.2080 |
| 0.1913 | 5.0 | 910 | 0.2121 |
| 0.1852 | 6.0 | 1092 | 0.1757 |
| 0.079 | 7.0 | 1274 | 0.1601 |
| 0.0992 | 8.0 | 1456 | 0.1488 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.0.1+cu118
- Datasets 3.1.0
- Tokenizers 0.20.3
- Library
- transformers
- Type
- llama
- License
- llama3.2
- Created
- Oct 30, 2024
- Updated
- Nov 15, 2024