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Edux2
joergwa/Edux2
Edux2 is a machine learning model from joergwa. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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 multi…
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Updated Apr 23, 2025
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At a glance
- Access
- Public
- Created
- Feb 24, 2025
- Updated
- Apr 23, 2025
- SHA
- db70ad9e
Model card
From the Hugging Face model README
Model Card for Model Edux2
<!-- Provide a quick summary of what the model is/does. -->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
<!-- Provide a longer summary of what this model is. -->- 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
- Created
- Feb 24, 2025
- Updated
- Apr 23, 2025