README.md

---
license: apache-2.0
base_model: mistralai/Mistral-7B-v0.3
tags:
- alignment-handbook
- trl
- sft
- generated_from_trainer
- trl
- sft
- generated_from_trainer
datasets:
- ReBatch/ultrachat_400k_nl
- BramVanroy/stackoverflow-chat-dutch
- vandeju/no_robots_dutch
model-index:
- name: Reynaerde-7B-Instruct
  results: []
---

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# Reynaerde-7B-v3

This model is a fine-tuned version of [mistralai/Mistral-7B-v0.3-Instruct](https://huggingface.co/mistralai/Mistral-7B-v0.3-Instruct) on the [ReBatch/ultrachat_400k_nl](https://huggingface.co/datasets/ReBatch/ultrachat_400k_nl), the [BramVanroy/stackoverflow-chat-dutch](https://huggingface.co/datasets/BramVanroy/stackoverflow-chat-dutch) and the [BramVanroy/no_robots_dutch](https://huggingface.co/datasets/BramVanroy/no_robots_dutch) datasets.


## Model description

This model is a Dutch chat model, originally developed from Mistral 7B v0.3 Instruct and further finetuned first with SFT on multiple datasets.

## Intended uses & limitations

The model could generate wrong, misleading, and potentially even offensive content. Use at your own risk.
Use with mistrals chat template.

## Training and evaluation data

It achieves the following results on the evaluation set:
- Loss: 0.8596

## Training procedure

This model was trained with QLoRa in bfloat16 with Flash Attention 2 on one A100 PCIe, using the sft script from the [alignment handbook](https://github.com/huggingface/alignment-handbook/) on [RunPod](https://www.runpod.io/).