初始化项目，由ModelHub XC社区提供模型

Model: DGurgurov/aya-expanse-8b-mkd_cyrl
Source: Original Platform

README.md

@@ -0,0 +1,59 @@
+---
+language:
+- mk
+license: cc-by-nc-4.0
+base_model: CohereLabs/aya-expanse-8b
+tags:
+- subnetwork-enhancement
+- low-resource
+- language-specific
+pipeline_tag: text-generation
+---
+
+# Aya Expanse 8B Mkd_Cyrl
+
+Language-enhanced Aya-Expanse-8b model for **Macedonian** using sparse subnetwork fine-tuning.
+
+## Method
+- Training approach: Language-specific neuron identification + subnetwork fine-tuning
+- Parameters trained: <1% of total model parameters
+- Framework: [Language Subnetwork Enhancement](https://github.com/d-gurgurov/Language-Subnetwork-Enhancement-LLMs)
+
+## Performance
+Enhanced monolingual capabilities in Macedonian while preserving multilingual performance.
+
+## Usage
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("DGurgurov/aya-expanse-8b-mkd_cyrl")
+tokenizer = AutoTokenizer.from_pretrained("DGurgurov/aya-expanse-8b-mkd_cyrl")
+
+prompt = "Your Macedonian prompt here"
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_length=100)
+print(tokenizer.decode(outputs[0]))
+```
+
+## Citation
+```bibtex
+@misc{gurgurov2025sparsesubnetworkenhancement,
+    title={Sparse Subnetwork Enhancement for Underrepresented Languages in Large Language Models}, 
+    author={Daniil Gurgurov and Josef van Genabith and Simon Ostermann},
+    year={2025},
+    eprint={2510.13580},
+    archivePrefix={arXiv},
+    primaryClass={cs.CL},
+    url={https://arxiv.org/abs/2510.13580}
+}
+
+@misc{gurgurov2025languagearithmeticssystematiclanguage,
+      title={Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation}, 
+      author={Daniil Gurgurov and Katharina Trinley and Yusser Al Ghussin and Tanja Baeumel and Josef van Genabith and Simon Ostermann},
+      year={2025},
+      eprint={2507.22608},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2507.22608}, 
+}
+```