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KinyaBERT-small-pretrained-kinyarwanda
RogerB/KinyaBERT-small-pretrained-kinyarwanda
KinyaBERT-small-pretrained-kinyarwanda 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
- bert
- Access
- Public
- Created
- Sep 26, 2023
- Updated
- Sep 26, 2023
- SHA
- cf1aa9f1
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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. -->
KinyaBERT-small-pretrained-kinyarwanda
This model is a fine-tuned version of jean-paul/KinyaBERT-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.0553
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 |
|---|---|---|---|
| 3.5078 | 1.0 | 2200 | 3.2187 |
| 3.278 | 2.0 | 4400 | 3.0892 |
| 3.1825 | 3.0 | 6600 | 3.0563 |
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
- bert
- Created
- Sep 26, 2023
- Updated
- Sep 26, 2023