add citation and links to README

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Magnus
2025-07-19 12:36:24 +00:00
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@@ -17,4 +17,20 @@ datasets:
This is a continued pre-train as well as an instruct fine-tune done using Unsloth in order to make SmolLM2 360m capable of speaking German. This is a continued pre-train as well as an instruct fine-tune done using Unsloth in order to make SmolLM2 360m capable of speaking German.
It has been trained on 15% of the German Wikipedia as well as the full German version of the Alpaca-GPT4 dataset (translated version). It has been trained on 15% of the German Wikipedia as well as the full German version of the Alpaca-GPT4 dataset (translated version).
Even though a lot of training has been done, this is still a tiny model and is highly limited to its small size. Expect many hallucinations and do not use this in a demanding production workflow. Even though a lot of training has been done, this is still a tiny model and is highly limited to its small size. Expect many hallucinations and do not use this in a demanding production workflow.
# Links
- [Ollama](https://ollama.com/jace-ai/SmolLM2-German-Instruct)
- [Technical report paper](url)
# Cite as
```bibtex
@misc{smollm2germaninstruct,
author = {Magnus Leonard Schlinsog},
title = {Enhancing Foreign Language Proficiency in SmolLM2-360M via Continued Pretraining and Instruction Fine-Tuning},
year = {2025},
url = {https://huggingface.co/mags0ft/SmolLM2-360m-German-Instruct},
}
```