sinhala-word-prediction
This model is pre-trained using Sinhala data sources.
Model description
hidden_size = 384
num_hidden_layers = 6
num_attention_heads = 6
intermediate_size = 1024
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
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