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finetuned-ce-financial-hf
RyuuZT/finetuned-ce-financial-hf
finetuned-ce-financial-hf is a text classification model from RyuuZT. 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
- xlm-roberta
- Access
- Public
- Created
- Feb 18, 2025
- Updated
- Feb 20, 2025
- SHA
- 59b5b85e
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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. -->
finetuned-ce-financial-hf
This model is a fine-tuned version of cross-encoder/mmarco-mMiniLMv2-L12-H384-v1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1054
- F1: 0.0
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
- 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
- lr_scheduler_warmup_steps: 5040
- num_epochs: 6
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.1479 | 1.0 | 1050 | 0.5664 | 0.0 |
| 0.0973 | 2.0 | 2100 | 0.3626 | 0.0 |
| 0.0867 | 3.0 | 3150 | 0.1444 | 0.0 |
| 0.0795 | 4.0 | 4200 | 0.1663 | 0.0 |
| 0.076 | 5.0 | 5250 | 0.1054 | 0.0 |
| 0.059 | 6.0 | 6300 | 0.1137 | 0.0 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- apache-2.0
- Created
- Feb 18, 2025
- Updated
- Feb 20, 2025