Create test.py
Browse filesModel test file.
- model_trainer/test.py +11 -0
model_trainer/test.py
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from transformers import PegasusForConditionalGeneration, PegasusTokenizer
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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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# 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))
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