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AdityaShingote
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be231c6
Create app.py
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app.py
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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# Load the model and tokenizer
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model_name = "Qwen/Qwen1.5-7B"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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def generate_article(topic):
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inputs = tokenizer(f"Generate article for the NY times tweet {topic}", return_tensors="pt")
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outputs = model.generate(inputs['input_ids'], max_new_tokens=512, temperature=0.5)
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return tokenizer.decode(outputs[0], skip_special_tokens=True)
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# Create the Gradio interface
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iface = gr.Interface(
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fn=generate_article,
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inputs="text",
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outputs="text",
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title="Article Generator",
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description="Generate an article for a given topic."
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)
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# Launch the Gradio app
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iface.launch()
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