again, restore README

README.md

@@ -1,21 +1,39 @@
 ---
 base_model: HuggingFaceTB/SmolLM2-360M
 tags:
-- text-generation-inference
 - transformers
 - unsloth
 - llama
 license: apache-2.0
 language:
-- en
+- de
+datasets:
+- wikimedia/wikipedia
+- FreedomIntelligence/alpaca-gpt4-deutsch
 ---
+# SmolLM2-360m-German-Instruct
 
-# Uploaded finetuned  model
+<p align="center">
+  <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" />
+</p>
 
-- **Developed by:** mags0ft
+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.
-- **License:** apache-2.0
+It has been trained on 15% of the German Wikipedia as well as the full German version of the Alpaca-GPT4 dataset (translated version).
-- **Finetuned from model :** HuggingFaceTB/SmolLM2-360M
 
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+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},
+}
+```