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kinyaRoberta-large-pretrained-kinyarwanda-kinnews
RogerB/kinyaRoberta-large-pretrained-kinyarwanda-kinnews
kinyaRoberta-large-pretrained-kinyarwanda-kinnews 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
- roberta
- Access
- Public
- Created
- Sep 27, 2023
- Updated
- Sep 27, 2023
- SHA
- dfbdc412
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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. -->
kinyaRoberta-large-pretrained-kinyarwanda-kinnews
This model is a fine-tuned version of RogerB/kinyaRoberta-large-pretrained-kinyarwanda on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.5503
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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9167 | 1.0 | 3000 | 2.6894 |
| 2.773 | 2.0 | 6000 | 2.6011 |
| 2.6964 | 3.0 | 9000 | 2.5626 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- Created
- Sep 27, 2023
- Updated
- Sep 27, 2023