Pooja P commited on
Commit
99d207a
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1 Parent(s): dfc4278

used transformer instead of openai

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Files changed (1) hide show
  1. app.py +30 -12
app.py CHANGED
@@ -6,21 +6,39 @@
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  # return generator(f"Write a blog on: {topic}", max_length=200)[0]["generated_text"]
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  from transformers import pipeline
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  import gradio as gr
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- # Load the model
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  generator = pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.1")
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- # Define your function
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- def generate_text(prompt):
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- result = generator(prompt, max_length=100, num_return_sequences=1, do_sample=True,
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- temperature=0.7,
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- top_p=0.9,)
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- return result[0]["generated_text"]
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-
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- # Create Gradio interface
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- iface = gr.Interface(fn=generate_text, inputs="text", outputs="text", title="Text Generator with GPT-2")
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- # βœ… This line is required to actually launch the app on Hugging Face Spaces
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- iface.launch()
 
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  # return generator(f"Write a blog on: {topic}", max_length=200)[0]["generated_text"]
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+ # from transformers import pipeline
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+ # import gradio as gr
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+
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+ # # Load the model
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+ # generator = pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.1")
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+
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+ # # Define your function
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+ # def generate_text(prompt):
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+ # result = generator(prompt, max_length=100, num_return_sequences=1, do_sample=True,
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+ # temperature=0.7,
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+ # top_p=0.9,)
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+ # return result[0]["generated_text"]
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+
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+ # # Create Gradio interface
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+ # iface = gr.Interface(fn=generate_text, inputs="text", outputs="text", title="Text Generator with GPT-2")
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+
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+ # # βœ… This line is required to actually launch the app on Hugging Face Spaces
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+ # iface.launch()
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+
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+
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+
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  from transformers import pipeline
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  import gradio as gr
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  generator = pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.1")
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+ def generate_blog(topic):
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+ prompt = f"""
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+ Write a detailed and engaging blog post about "{topic}".
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+ Include an introduction, 2–3 subheadings with paragraphs, and a conclusion.
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+ Make it informative and conversational.
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+ """
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+ result = generator(prompt, max_length=700, do_sample=True, temperature=0.7, top_p=0.9)
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+ return result[0]['generated_text']
 
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+ gr.Interface(fn=generate_blog, inputs="text", outputs="text", title="AI Blog Writer").launch()