from transformers import AutoModelForCausalLM, AutoTokenizer import torch # Use a basic small code model — change to any Hugging Face model you want MODEL_NAME = "Salesforce/codegen-350M-multi" def load_model(): tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME) model = AutoModelForCausalLM.from_pretrained(MODEL_NAME) return tokenizer, model def generate_code(tokenizer, model, prompt, max_length=128): inputs = tokenizer(prompt, return_tensors="pt") outputs = model.generate(**inputs, max_length=max_length) return tokenizer.decode(outputs[0], skip_special_tokens=True)