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Create test.py

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Model test file.

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  1. model_trainer/test.py +11 -0
model_trainer/test.py ADDED
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+ from transformers import PegasusForConditionalGeneration, PegasusTokenizer
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+
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+ model_name = "your-username/pegasus-samsum-model"
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+ model = PegasusForConditionalGeneration.from_pretrained(model_name)
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+ tokenizer = PegasusTokenizer.from_pretrained(f"{model_name}/tokenizer")
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+
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+ # Test the model
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+ text = "Your input text here"
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+ tokens = tokenizer(text, truncation=True, padding="longest", return_tensors="pt")
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+ summary = model.generate(**tokens)
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+ print(tokenizer.decode(summary[0], skip_special_tokens=True))