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climatebert-rereranker-f-cf
iestynmullinor/climatebert-rereranker-f-cf
climatebert-rereranker-f-cf is a text classification model from iestynmullinor. 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
- roberta
- Access
- Public
- Created
- Mar 14, 2024
- Updated
- Mar 14, 2024
- SHA
- 4a4141b7
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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. -->
climatebert-rereranker-f-cf
This model is a fine-tuned version of iestynmullinor/climatebert-rereranker-fever on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2653
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2972 | 1.0 | 644 | 0.2744 |
| 0.2438 | 2.0 | 1288 | 0.2653 |
| 0.1332 | 3.0 | 1932 | 0.4775 |
| 0.1089 | 4.0 | 2576 | 0.4702 |
| 0.0991 | 5.0 | 3220 | 0.5150 |
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Mar 14, 2024
- Updated
- Mar 14, 2024