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Update app.py
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app.py
CHANGED
@@ -9,6 +9,14 @@ tokenizer = AutoTokenizer.from_pretrained("kriton/greek-text-summarization")
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model = AutoModelForSeq2SeqLM.from_pretrained("kriton/greek-text-summarization")
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generator = pipeline("summarization", model="kriton/greek-text-summarization")
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def genarate_summary(article):
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inputs = tokenizer(
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'summarize: ' + article,
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@@ -30,19 +38,14 @@ def genarate_summary(article):
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return tokenizer.decode(outputs[0], skip_special_tokens=True)
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def generate_text(prompt):
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response = generator(generate_summary(prompt), max_length=512, num_return_sequences=1)
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return response[0]["generated_text"]
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iface = gr.Interface(
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fn=
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inputs="text",
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outputs="text",
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title="
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description="Enter
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)
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# Launch the Gradio
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iface.launch(
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model = AutoModelForSeq2SeqLM.from_pretrained("kriton/greek-text-summarization")
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generator = pipeline("summarization", model="kriton/greek-text-summarization")
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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# Load the model and tokenizer
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tokenizer = AutoTokenizer.from_pretrained("kriton/greek-text-summarization")
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model = AutoModelForSeq2SeqLM.from_pretrained("kriton/greek-text-summarization")
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# Define the summary generation function
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def genarate_summary(article):
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inputs = tokenizer(
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'summarize: ' + article,
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return tokenizer.decode(outputs[0], skip_special_tokens=True)
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# Set up Gradio Interface
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iface = gr.Interface(
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fn=genarate_summary,
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inputs="text",
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outputs="text",
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title="Greek Text Summarizer",
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description="Enter an article in Greek, and this tool will generate a summary."
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)
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# Launch the Gradio Interface
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iface.launch()
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