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Update app.py
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app.py
CHANGED
@@ -5,6 +5,7 @@ from peft import PeftModel, PeftConfig
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config = PeftConfig.from_pretrained("zeyadusf/FlanT5Summarization-samsum")
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base_model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large")
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model = PeftModel.from_pretrained(base_model, "zeyadusf/FlanT5Summarization-samsum")
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def summarize(text):
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inputs = tokenizer(text, return_tensors="pt", truncation=True)
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summary_ids = model.generate(inputs.input_ids, max_length=512, min_length=64, length_penalty=2.0, num_beams=4, early_stopping=True)
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config = PeftConfig.from_pretrained("zeyadusf/FlanT5Summarization-samsum")
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base_model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large")
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model = PeftModel.from_pretrained(base_model, "zeyadusf/FlanT5Summarization-samsum")
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tokenizer = AutoTokenizer.from_pretrained("zeyadusf/FlanT5Summarization-samsum")
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def summarize(text):
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inputs = tokenizer(text, return_tensors="pt", truncation=True)
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summary_ids = model.generate(inputs.input_ids, max_length=512, min_length=64, length_penalty=2.0, num_beams=4, early_stopping=True)
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