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KannaBERT-xl
BERTCHEESIE/KannaBERT-xl
KannaBERT-xl is a fill-mask model from BERTCHEESIE. 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
- Apr 25, 2025
- Updated
- Apr 25, 2025
- SHA
- fb661876
Datasets
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. -->
KannaBERT-xl
This model is a pretrained model on the Kannada IndicCorp dataset. It achieves the following results on the evaluation set:
- Loss: 3.8383
Model description
General pretrained TinyBERT model for Kannada (kn).
Training and evaluation data
Used 4.9GB IndicCorp data for pretraining. Model is not finetuned.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 1.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.0098 | 1.0 | 590626 | 3.8378 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1
- Datasets 2.19.1
- Tokenizers 0.21.0
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Languages
- kn
- Created
- Apr 25, 2025
- Updated
- Apr 25, 2025