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Update app.py
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app.py
CHANGED
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@@ -21,13 +21,16 @@ with zipfile.ZipFile(zip_model_path, 'r') as zip_ref:
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# After unzipping, the model should be in a specific directory, check the directory structure
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model_path = os.path.join(model_dir, 'Bart_model')
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# Verify that the directory exists and contains the necessary files
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if not os.path.exists(model_path):
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st.error(f"Model directory {model_path} does not exist or is incorrect.")
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else:
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# Load the tokenizer and model
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tokenizer = BartTokenizer.from_pretrained(
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model = BartForConditionalGeneration.from_pretrained(
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# Create a summarization pipeline
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summarizer = pipeline("summarization", model=model, tokenizer=tokenizer)
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@@ -50,4 +53,4 @@ else:
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st.subheader("Generated Summary")
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st.write(generated_summary)
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else:
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st.warning("Please enter some text to generate a summary.")
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# After unzipping, the model should be in a specific directory, check the directory structure
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model_path = os.path.join(model_dir, 'Bart_model')
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# Print out the model_path for debugging
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print("Model Path:", model_path)
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# Verify that the directory exists and contains the necessary files
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if not os.path.exists(model_path):
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st.error(f"Model directory {model_path} does not exist or is incorrect.")
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else:
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# Load the tokenizer and model
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tokenizer = BartTokenizer.from_pretrained('facebook/bart-large-cnn')
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model = BartForConditionalGeneration.from_pretrained(model_path)
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# Create a summarization pipeline
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summarizer = pipeline("summarization", model=model, tokenizer=tokenizer)
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st.subheader("Generated Summary")
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st.write(generated_summary)
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else:
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st.warning("Please enter some text to generate a summary.")
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