# The Data Science Coder
Data Science coder is a group of fine tuned models designed to help with coding for data science applications. It comes in 2 variants: 1.3b and 6.7b. Models are fine tuned from DeepSeek Coder instruct versions. Fine tuning was performed on the [ed001/ds-coder-instruct-v1](https://huggingface.co/datasets/ed001/ds-coder-instruct-v1) dataset which is constructed by filtering publicly available datasets on HuggingFace.
## Usage
```python
from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
def build_instruction_prompt(instruction):
return '''
You are the Data Science Coder, a helpful AI assistant created by a man named Ed.
You help people with data science coding and you answer questions about data science in a helpful manner.
### Instruction:
{}
### Response:
'''.format(instruction.strip()).lstrip()
tokenizer = AutoTokenizer.from_pretrained("ed001/datascience-coder-6.7b", trust_remote_code=True)
model = AutoModelF…
