30 lines
603 B
Markdown
30 lines
603 B
Markdown
# AIIA
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## Example Usage:
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```Python
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from aiia.model import AIIABase
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from aiia.model.config import AIIAConfig
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from aiia.pretrain import Pretrainer
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# Create your model
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config = AIIAConfig(model_name="AIIA-Base-512x20k")
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model = AIIABase(config)
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# Initialize pretrainer with the model
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pretrainer = Pretrainer(model, learning_rate=1e-4)
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# List of dataset paths
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dataset_paths = [
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"/path/to/dataset1.parquet",
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"/path/to/dataset2.parquet"
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]
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# Start training with multiple datasets
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pretrainer.train(
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dataset_paths=dataset_paths,
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num_epochs=10,
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batch_size=2,
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sample_size=10000
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)
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``` |