Mariyaben commited on
Commit
700a431
·
1 Parent(s): 339d242

Add application file

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Files changed (1) hide show
  1. app.py +17 -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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+ # Replace with the actual model path or identifier
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+ model_name = "meta-llama/Llama-2-7b"
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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):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ # Create a Gradio interface
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+ iface = gr.Interface(fn=generate_text, inputs="text", outputs="text", title="Llama 7B Text Generation")
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+
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+ iface.launch()