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init_modernbert-llm-router
ariansyahdedy/init_modernbert-llm-router
init_modernbert-llm-router is a text classification model from ariansyahdedy. 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 14, 2025
- Updated
- Jan 16, 2025
- SHA
- a6406de0
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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. -->
init_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: 0.0449
- F1: 0.9919
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: 128
- eval_batch_size: 64
- seed: 42
- optimizer: Use adamw_torch_fused 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 |
|---|---|---|---|---|
| 0.0851 | 1.0 | 120 | 0.0268 | 0.9901 |
| 0.0198 | 2.0 | 240 | 0.0369 | 0.9903 |
| 0.0104 | 3.0 | 360 | 0.0423 | 0.9915 |
| 0.0028 | 4.0 | 480 | 0.0452 | 0.9919 |
| 0.0006 | 5.0 | 600 | 0.0449 | 0.9919 |
Framework versions
- Transformers 4.48.0.dev0
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Jan 14, 2025
- Updated
- Jan 16, 2025