Model Card for Model Edux2

This multilabel classifier has been developed through PEFT (Parameter Efficient Fine-Tuning) and LoRA (Low-Rank Adaptation) techniques to fine-tune the Mistral-7B-v0.1 model. The classifier is designed to assign multiple labels from a total of 500 classes, focusing on German school subjects, educational contexts, target groups, topics, and types of educational context.

Model Details

Model Description

• Developed by: joergwa
• Model type: Low Range Adapter (LoRA)
• Language(s) (NLP): german
• License: CC BY-SA 4.0
• Finetuned from model: mistralai/Mistral-7B-v0.1

How to Get Started with the Model

Check out Google Colab demo:

https://colab.research.google.com/drive/1BoAc-eBIgmW3uRiFfuLGWqgUd-Lrh1gC?usp=sharing

Funding

This work has partially been funded by German Federal Ministry of Education and Research (BMBF) and European Union under FKZ 16INBI001