Instruction-fine-tuned German language model (6B parameters; early alpha version)
Base model: malteos/bloom-6b4-clp-german (Ostendorff and Rehm, 2023)
Trained on:
- 20B additional German tokens (Wikimedia dumps and OSCAR 2023)
- OpenAssistant/oasst1 (German subset)
- LEL-A/translated_german_alpaca_validation
- LEL-A's version of deepset/germandpr
Chat demo
https://opengptx.dfki.de/chat/
Please note that this a research prototype and may not be suitable for extensive use.
How to cite
If you are using our code or models, please cite our paper:
@misc{Ostendorff2023clp,
doi = {10.48550/ARXIV.2301.09626},
author = {Ostendorff, Malte and Rehm, Georg},
title = {Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning},
publisher = {arXiv},
year = {2023}
}
License
Acknowledgements
This model was trained during the Helmholtz GPU Hackathon 2023. We gratefully thank the organizers for hosting this event and the provided computing resources.