import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "NinedayWang/PolyCoder-2.7B"
model = AutoModelForCausalLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)

def generate_code(prompt):
    inputs = tokenizer(prompt, return_tensors="pt")
    outputs = model.generate(inputs["input_ids"], max_length=150)
    return tokenizer.decode(outputs[0], skip_special_tokens=True)

iface = gr.Interface(fn=generate_code, inputs="text", outputs="text")
iface.launch()