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KUCI_xlm_roberta_large_Finetuned
Ariffiq99/KUCI_xlm_roberta_large_Finetuned
KUCI_xlm_roberta_large_Finetuned is a multiple choice model from Ariffiq99. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. 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
- multiple choice
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- May 27, 2024
- Updated
- May 27, 2024
- SHA
- de5e7c60
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. -->
KUCI_xlm_roberta_large_Finetuned
This model is a fine-tuned version of FacebookAI/xlm-roberta-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.8479
- F1: 0.8503
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.4577 | 1.0 | 5196 | 0.4667 | 0.8350 |
| 0.3242 | 2.0 | 10392 | 0.5279 | 0.8406 |
| 0.1904 | 3.0 | 15588 | 0.6255 | 0.8510 |
| 0.1002 | 4.0 | 20784 | 0.8479 | 0.8503 |
Framework versions
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- multiple choice
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- May 27, 2024
- Updated
- May 27, 2024