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xlm-roberta-base-annotated-inspiration
reecursion123/xlm-roberta-base-annotated-inspiration
xlm-roberta-base-annotated-inspiration is a text classification model from reecursion123. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024
- SHA
- 036e412f
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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. -->
xlm-roberta-base-annotated-inspiration
This model is a fine-tuned version of reecursion/xlm-roberta-base-inspiration on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5577
- Accuracy: 0.8
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 | Accuracy |
|---|---|---|---|---|
| 0.8034 | 1.0 | 20 | 0.8061 | 0.75 |
| 0.7374 | 2.0 | 40 | 0.6928 | 0.8 |
| 0.5701 | 3.0 | 60 | 0.5792 | 0.8 |
| 0.5368 | 4.0 | 80 | 0.5152 | 0.8 |
| 0.4811 | 5.0 | 100 | 0.5577 | 0.8 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024