```python
import deepsparse
from huggingface_hub import snapshot_download

MODEL_PATH = snapshot_download(repo_id="mgoin/mpt-7b-chat-quant")
model = deepsparse.Pipeline.create(task="text-generation", model_path=MODEL_PATH)
model(sequences="Tell me a joke.")
```