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sinhala-bert-medium-v2
Ransaka/sinhala-bert-medium-v2
sinhala-bert-medium-v2 is a fill-mask model from Ransaka. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.
This model is pretrained on Sinhala data srources.
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Oct 2, 2023
- Updated
- Oct 3, 2023
- SHA
- fbc06937
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Model card
From the Hugging Face model README
sinhala-bert-medium
This model is pretrained on Sinhala data srources.
Model description
hidden_size = 786
num_hidden_layers = 6
num_attention_heads = 6
intermediate_size = 1024
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: 5e-05
- train_batch_size: 64
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.0
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- si
- Created
- Oct 2, 2023
- Updated
- Oct 3, 2023