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smartmind-cyberone-20250507-df2-only
yangwooko/smartmind-cyberone-20250507-df2-only
smartmind-cyberone-20250507-df2-only is a text classification model from yangwooko. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- qwen2
- Access
- Public
- Created
- May 7, 2025
- Updated
- May 7, 2025
- SHA
- 474f2002
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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. -->
smartmind-cyberone-20250507-df2-only
This model is a fine-tuned version of PowerInfer/SmallThinker-3B-Preview on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1599
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: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.1453 | 0.3504 | 30 | 0.2417 |
| 0.1185 | 0.7007 | 60 | 0.1599 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.7.0+cu126
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- qwen2
- Created
- May 7, 2025
- Updated
- May 7, 2025