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modernbert-llm-router
kofiboy/modernbert-llm-router
modernbert-llm-router is a text classification model from kofiboy. 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 28, 2026
- Updated
- Feb 11, 2026
- SHA
- 082108b0
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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. -->
modernbert-llm-router
This model is a fine-tuned version of google-bert/bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1448
- F1: 0.9889
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: 8
- eval_batch_size: 4
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.1363 | 1.0 | 686 | 0.0811 | 0.9918 |
| 0.2733 | 2.0 | 1372 | 0.0777 | 0.9918 |
| 0.2125 | 3.0 | 2058 | 0.1080 | 0.9852 |
| 0.2213 | 4.0 | 2744 | 0.1212 | 0.9869 |
| 0.0021 | 5.0 | 3430 | 0.1448 | 0.9889 |
Framework versions
- Transformers 4.48.0.dev0
- Pytorch 2.4.1
- Datasets 3.1.0
- Tokenizers 0.21.4
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jan 28, 2026
- Updated
- Feb 11, 2026