Manju017 commited on
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Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ model_name = "ai4bharat/Airavata"
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+
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+ def generate_text(prompt, max_length):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_length=max_length)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ interface = gr.Interface(
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+ fn=generate_text,
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+ inputs=[
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+ gr.inputs.Textbox(label="Enter your prompt"),
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+ gr.inputs.Slider(10, 100, step=10, label="Max length")
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+ ],
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+ outputs="text",
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+ title="Airavata Text Generation Model",
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+ description="Generate text in Indic languages using the Airavata model."
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+ )
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+
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+ interface.launch()