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blairjdaniel_LLM_model
blairjdaniel/blairjdaniel_LLM_model
blairjdaniel_LLM_model is a text classification model from blairjdaniel. 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
- Mar 13, 2025
- Updated
- Mar 13, 2025
- SHA
- ce7d7b1e
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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. -->
blairjdaniel_LLM_model
This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6913
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- 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
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1596 | 1.0 | 469 | 0.2283 |
| 0.1874 | 2.0 | 938 | 0.2456 |
| 0.063 | 3.0 | 1407 | 0.3410 |
| 0.0515 | 4.0 | 1876 | 0.4461 |
| 0.0033 | 5.0 | 2345 | 0.5315 |
| 0.0001 | 6.0 | 2814 | 0.6022 |
| 0.0001 | 7.0 | 3283 | 0.6663 |
| 0.0001 | 8.0 | 3752 | 0.6917 |
| 0.0 | 9.0 | 4221 | 0.7192 |
| 0.0 | 10.0 | 4690 | 0.6913 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Mar 13, 2025
- Updated
- Mar 13, 2025