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Leonard Püttmann PRO

puettmann
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reacted to anakin87's post with 👍 3 days ago
𝐍𝐞𝐰 𝐈𝐭𝐚𝐥𝐢𝐚𝐧 𝐒𝐦𝐚𝐥𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬: 𝐆𝐞𝐦𝐦𝐚 𝐍𝐞𝐨𝐠𝐞𝐧𝐞𝐬𝐢𝐬 𝐜𝐨𝐥𝐥𝐞𝐜𝐭𝐢𝐨𝐧 💎🌍🇮🇹 I am happy to release two new language models for the Italian Language! 💪 Gemma 2 9B Neogenesis ITA https://huggingface.co/anakin87/gemma-2-9b-neogenesis-ita Building on the impressive work by VAGO Solutions, I applied Direct Preference Optimization with a mix of Italian and English data. Using Spectrum, I trained 20% of model layers. 📊 Evaluated on the Open ITA LLM leaderboard (https://huggingface.co/spaces/mii-llm/open_ita_llm_leaderboard), this model achieves strong performance. To beat it on this benchmark, you'd need a 27B model 😎 🤏 Gemma 2 2B Neogenesis ITA https://huggingface.co/anakin87/gemma-2-2b-neogenesis-ita This smaller variant is fine-tuned from the original Gemma 2 2B it by Google. Through a combination of Supervised Fine-Tuning and Direct Preference Optimization, I trained 25% of the layers using Spectrum. 📈 Compared to the original model, it shows improved Italian proficiency, good for its small size. Both models were developed during the recent #gemma competition on Kaggle. 📓 Training code: https://www.kaggle.com/code/anakin87/post-training-gemma-for-italian-and-beyond 🙏 Thanks @FinancialSupport and mii-llm for the help during evaluation.
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