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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() | |