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2025-07-20 00:04:47 +00:00
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--- ---
base_model: HuggingFaceTB/SmolLM2-360M base_model: HuggingFaceTB/SmolLM2-360M
tags: tags:
- text-generation-inference
- transformers - transformers
- unsloth - unsloth
- llama - llama
license: apache-2.0 license: apache-2.0
language: language:
- de - en
datasets:
- wikimedia/wikipedia
- FreedomIntelligence/alpaca-gpt4-deutsch
--- ---
# SmolLM2-360m-German-Instruct # Uploaded finetuned model
<p align="center"> - **Developed by:** mags0ft
<img alt="Showcase image for SmolLM2-360m-German-Instruct" src="https://huggingface.co/mags0ft/SmolLM2-360m-German-Instruct/resolve/main/showcase-image.png" width="600" /> - **License:** apache-2.0
</p> - **Finetuned from model :** HuggingFaceTB/SmolLM2-360M
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 llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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. [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
# Links
- [Ollama](https://ollama.com/jace-ai/SmolLM2-German-Instruct)
- [Technical report paper](https://huggingface.co/mags0ft/SmolLM2-360m-German-Instruct/resolve/main/Enhancing%20Foreign%20Language%20Proficiency%20in%20SmolLM2-360M%20via%20Continued%20Pretraining%20and%20Instruction%20Fine-Tuning.pdf)
# 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},
}
```