---
language:
- en
- da
tags:
- text-generation-inference
- transformers
- unsloth
- mistral
- trl
base_model: Mabeck/Heidrun-Mistral-7B-base
datasets:
- oscar
- Mabeck/danish-OpenHermes
- kobprof/skolegpt-instruct
---
# Model description
Heidrun-Mistral-7B-chat is a chat-model based on [Heidrun-Mistral-7B-base](https://huggingface.co/Mabeck/Heidrun-Mistral-7B-base), finetuned on [danish-OpenHermes](https://huggingface.co/datasets/Mabeck/danish-OpenHermes) and [skoleGPT](https://huggingface.co/datasets/kobprof/skolegpt-instruct) for a instruction/chat format.
It achieved 35.66%+-0.85%/51.68+-0.63% on MMLU-Da in [ScandEval](https://github.com/ScandEval/ScandEval) and achieves the best non-merged opensource model score to date (13/02/24).
# Datasets
This model is trained on Danish instruction datasets [danish-OpenHermes](Mabeck/danish-OpenHermes) and [skoleGPT](https://huggingface.co/datasets/kobprof/skolegpt-instruct), which have not been safeguarded or alligned.
Most of the data has been machine-translated and may contain incorrect responses.
# Samples
This model uses the ChatML format. Using other formats will severely degrade the model's performance.
ChatML format:
```
<|im_start|>system
Du er en hjælpsom AI-assistent, der svarer på spørgsmål som en bruger stiller dig. Tænk over spørgsmålet og uddyb dit svar.
<|im_end|>
<|im_start|>user
How are you?<|im_end|>
<|im_start|>assistant
I am doing well!<|im_end|>
<|im_start|>user
Please tell me about how mistral winds have attracted super-orcas.<|im_end|>
<|im_start|>assistant
```
# Uploaded model
- **Developed by:** Mabeck
- **Finetuned from model :** Mabeck/Heidrun-Mistral-7B-base
This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[
](https://github.com/unslothai/unsloth)