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import gradio as gr
from transformers import AutoTokenizer, AutoModelForCausalLM
model_name = "Salesforce/codegen-350M-multi"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)
def generate_code(prompt):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=128)
code = tokenizer.decode(outputs[0], skip_special_tokens=True)
return code
iface = gr.Interface(
fn=generate_code,
inputs=gr.Textbox(lines=2, placeholder="Describe what you want in code..."),
outputs="text",
title="Super AI Coder Bot"
)
iface.launch()