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@@ -125,3 +125,28 @@ ollama run hf.co/mazafard/esco-gemma4-GGUF:q4_k_m
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  - **Base Model**: Google Gemma 4 (4-bit QLoRA)
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  - **Fine-Tuning Engine**: [Unsloth](https://github.com/unslothai/unsloth)
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  - **Dataset**: European Commission ESCO Taxonomy v1.2.1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - **Base Model**: Google Gemma 4 (4-bit QLoRA)
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  - **Fine-Tuning Engine**: [Unsloth](https://github.com/unslothai/unsloth)
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  - **Dataset**: European Commission ESCO Taxonomy v1.2.1
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+
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+ ## 📄 Citation
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+
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+ To cite this project or the ESCO Taxonomy in academic research or applications, please use:
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+
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+ ```bibtex
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+ @misc{esco_taxonomy_2024,
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+ author = {{European Commission}},
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+ title = {European Skills, Competences, Qualifications and Occupations (ESCO) Dataset v1.2.1},
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+ year = {2024},
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+ publisher = {European Union Portal},
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+ howpublished = {\url{https://esco.ec.europa.eu/}},
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+ note = {Accessed: 2026-05-26}
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+ }
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+
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+ @software{gemma4_esco_finetune_2026,
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+ author = {Fard, Mohammadreza A.},
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+ title = {Parameter-Efficient Fine-Tuning (PEFT) and Telemetry Pipeline for Gemma-4 on ESCO Skill Inventories},
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+ month = may,
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+ year = {2026},
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+ publisher = {GitHub Repository},
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+ version = {1.0.0},
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+ url = {https://github.com/mazafard/esco-gemma4-pipeline}
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+ }
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+ ```