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Update app.py
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app.py
CHANGED
@@ -19,6 +19,11 @@ model_org = load_model(cp_org)
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model_aug = load_model(cp_aug)
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tokenizer = load_tokenizer("VietAI/vit5-base")
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def summarize(text, model, tokenizer, num_beams=4, device='cpu'):
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model.eval()
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model.to(device)
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@@ -30,8 +35,9 @@ def summarize(text, model, tokenizer, num_beams=4, device='cpu'):
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text = st.text_area('Nhập tiêu đề vào đây')
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if text:
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-
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-
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out = {
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'Result from model with original data': re1,
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'Result from model with augmented data': re2
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model_aug = load_model(cp_aug)
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tokenizer = load_tokenizer("VietAI/vit5-base")
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def processed(text):
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processed_text = text.replace('\n', ' ')
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processed_text = processed_text.lower()
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return processed_text
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def summarize(text, model, tokenizer, num_beams=4, device='cpu'):
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model.eval()
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model.to(device)
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text = st.text_area('Nhập tiêu đề vào đây')
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if text:
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processed_text = processed(text)
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re1 = summarize(processed_text, model_org, tokenizer)
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re2 = summarize(processed_text, model_aug, tokenizer)
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out = {
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'Result from model with original data': re1,
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'Result from model with augmented data': re2
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