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fineweb-edu-classifier-finetuned
Sol1986/fineweb-edu-classifier-finetuned
fineweb-edu-classifier-finetuned is a text classification model from Sol1986. Use it when you need a label for a piece of text. 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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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Jan 24, 2025
- Updated
- Jan 24, 2025
- SHA
- 75ef87eb
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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. -->
fineweb-edu-classifier-finetuned
This model is a fine-tuned version of Sol1986/fineweb-edu-classifier-finetuned on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0003
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 25 | 0.0027 |
| 0.0197 | 2.0 | 50 | 0.0387 |
| 0.0197 | 3.0 | 75 | 0.0012 |
| 0.0169 | 4.0 | 100 | 0.0006 |
| 0.0169 | 5.0 | 125 | 0.0004 |
| 0.0006 | 6.0 | 150 | 0.0004 |
| 0.0006 | 7.0 | 175 | 0.0003 |
| 0.0004 | 8.0 | 200 | 0.0003 |
| 0.0004 | 9.0 | 225 | 0.0003 |
| 0.0004 | 10.0 | 250 | 0.0003 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jan 24, 2025
- Updated
- Jan 24, 2025