| ## How to Get Started with the Model | |
| Use the code below to get started with the model. Make sure you installed the [transformers](https://huggingface.co/docs/transformers/index) library. | |
| ```python | |
| from transformers import pipeline | |
| import torch | |
| MAGICODER_PROMPT = """You are an exceptionally intelligent coding assistant that consistently delivers accurate and reliable responses to user instructions. | |
| @@ Instruction | |
| {instruction} | |
| @@ Response | |
| """ | |
| instruction = <Your code instruction here> | |
| prompt = MAGICODER_PROMPT.format(instruction=instruction) | |
| generator = pipeline( | |
| model="ise-uiuc/Magicoder-S-DS-6.7B", | |
| task="text-generation", | |
| torch_dtype=torch.bfloat16, | |
| device_map="auto", | |
| ) | |
| result = generator(prompt, max_length=1024, num_return_sequences=1, temperature=0.0) | |
| print(result[0]["generated_text"]) | |
| ``` | |