---
license: mit
---
Original source of the GGUF file: [juanjgit's Orca Mini 3B GGUF Model Card](https://huggingface.co./juanjgit/orca_mini_3B-GGUF)

Original model: [Pankaj Mathur's Orca Mini 3B.](https://huggingface.co./psmathur/orca_mini_3b)

# Prompt format
```
prompt = f"### System:\n{system}\n\n### User:\n{instruction}\n\n### Response:\n"
```

# Usage

Ensure that the [crtansformers](https://pypi.org/project/ctransformers/) Python Library is installed: 
```
pip install ctransformers
```

Here is a self-contained Python script to get you started:

```
from ctransformers import AutoModelForCausalLM

llm = AutoModelForCausalLM.from_pretrained(
        "zoltanctoth/orca_mini_3B-GGUF", model_file="orca-mini-3b.q4_0.gguf"
    )

system = "You are an AI assistant that follows instruction extremely well. Help as much as you can. Give short answers."
instruction = "Which is the biggest city of India?"

prompt = f"### System:\n{system}\n\n### User:\n{instruction}\n\n### Response:\n"
for i in llm(prompt, stream=True):
    print(i, end="", flush=True)
print()
```