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xlm-roberta-base-finetuned-kinyarwanda-kinre-finetuned
RogerB/xlm-roberta-base-finetuned-kinyarwanda-kinre-finetuned
xlm-roberta-base-finetuned-kinyarwanda-kinre-finetuned is a fill-mask model from RogerB. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Oct 9, 2023
- Updated
- Oct 9, 2023
- SHA
- 1b1850c8
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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-finetuned-kinyarwanda-kinre-finetuned
This model is a fine-tuned version of Davlan/xlm-roberta-base-finetuned-kinyarwanda on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.4788
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: 10
- eval_batch_size: 10
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7623 | 1.0 | 3000 | 1.5334 |
| 1.6058 | 2.0 | 6000 | 1.4559 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- xlm-roberta
- Created
- Oct 9, 2023
- Updated
- Oct 9, 2023