Added click to run the model
Browse files- src/trainer.py +13 -3
src/trainer.py
CHANGED
@@ -1,5 +1,6 @@
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import os
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from huggingface_hub import HfApi
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from loguru import logger
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@@ -48,9 +49,17 @@ def _upload_model_to_hub(
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) # type: ignore
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-
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if "HF_TOKEN" not in os.environ:
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raise ValueError("Please set the HF_TOKEN environment variable.")
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transform = vision_model.get_vision_transform(trainer_config._model_config.vision_config)
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tokenizer = tk.Tokenizer(trainer_config._model_config.text_config)
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train_dl, valid_dl = data.get_dataset(
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@@ -73,6 +82,7 @@ def train(trainer_config: config.TrainerConfig):
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_upload_model_to_hub(vision_encoder, text_encoder, trainer_config.debug)
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if __name__ == "__main__":
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-
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train(trainer_config)
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import os
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import click
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from huggingface_hub import HfApi
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from loguru import logger
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) # type: ignore
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@click.group()
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def cli():
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pass
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@click.command()
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@click.option("--trainer-config-json", required=False, default="{}", type=str)
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def train(trainer_config_json: str):
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if "HF_TOKEN" not in os.environ:
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raise ValueError("Please set the HF_TOKEN environment variable.")
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trainer_config = config.TrainerConfig.model_validate_json(trainer_config_json)
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transform = vision_model.get_vision_transform(trainer_config._model_config.vision_config)
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tokenizer = tk.Tokenizer(trainer_config._model_config.text_config)
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train_dl, valid_dl = data.get_dataset(
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_upload_model_to_hub(vision_encoder, text_encoder, trainer_config.debug)
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cli.add_command(train)
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if __name__ == "__main__":
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cli()
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