---
library_name: transformers
tags:
- llm
- 7b
license: cc-by-4.0
language:
- en
datasets:
- argilla/distilabel-math-preference-dpo
---

# Jaskier-7b-dpo-v5.6

**This is work-in-progress model, may not be ready for production use**

Model based on `paulml/OGNO-7B` (downstream version of Mistral7B) finetuned using Direct Preference Optimization on argilla/distilabel-math-preference-dpo.

## How to use

You can use this model directly with a Hugging Face pipeline:
```python

from transformers import pipeline, Conversation
import torch

base_model_name = "bardsai/jaskier-7b-dpo-v5.6"
chatbot = pipeline("conversational", model=base_model_name, torch_dtype=torch.float16, device_map="auto")
conversation = Conversation("Can Poland run into space?")
conversation = chatbot(conversation)
print(conversation.messages[-1]["content"])

```

## Output

"Poland, as a nation, doesn't physically run or possess the capability to physically travel into space. However, Poland, like many other countries, supports scientific research and space exploration through its institutions and collaborations with international space agencies."

If you still find any issues with "INST" character chain appearing in generated output, try our newest model: https://huggingface.co/bardsai/jaskier-7b-dpo-v6.1 . Re-tasking the prompt can also help. 
## Changelog

- 2024-02-16: Initial release

## About bards.ai

At bards.ai, we focus on providing machine learning expertise and skills to our partners, particularly in the areas of nlp, machine vision and time series analysis. Our team is located in Wroclaw, Poland. Please visit our website for more information: bards.ai

Let us know if you use our model :). Also, if you need any help, feel free to contact us at info@bards.ai