README.md

---
tags:
- deepsparse
---
## DeepSparse One-Shot and Export of https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct

Prompt Template: 
```python
prompt = f"### Instruction:{input}### Response:"
```

## Usage

```python
from deepsparse import TextGeneration
model = TextGeneration(model="hf:mgoin/deepseek-coder-1.3b-instruct-pruned50-quant-ds")
print(model("#write a quick sort algorithm in python", max_new_tokens=200).generations[0].text)

"""
def quick_sort(arr):
    if len(arr) == 0:
        return arr
    else:
        pivot = arr[0]
        left = []
        right = []
        for i in range(1, len(arr)):
            if arr[i] < pivot:
                left.append(arr[i])
            else:
                right.append(arr[i])
        return quick_sort(left) + [pivot] + quick_sort(right)

print(quick_sort([3, 9, 2, 5, 4, 7, 1]))
print(quick_sort([1, 2, 3, 4, 5, 6]))
print(quick_sort([6, 5, 4, 3, 2, 1]))
"""
```