Introducing Embedić: Improving Serbian Language Processing Highlights: - Novak Zivanic presents Embedić, a set of Serbian text embedding models. - Models are designed for Information Retrieval and Retrieval-Augmented Generation (RAG) tasks. - Smallest model outperforms previous benchmarks with 5 times fewer parameters. - Available in small, base, and large sizes, fine-tuned from multilingual-e5 models. Practical Solutions and Value: - Embedić models support Serbian (Cyrillic and Latin scripts) and English, enabling cross-lingual functionality. - Mapping text to a 786-dimensional vector space facilitates clustering and semantic search tasks. - Rigorous training, evaluation, and dataset preparation ensure model efficacy. - Best practices include maintaining proper Serbian orthography and using uppercase for named entities. Elevate Your Business with AI: - Identify automation opportunities and set measurable KPIs. - Choose AI solutions that align with your requirements and implement them gradually. - For AI KPI management assistance, reach out to us at hello@itinai.com. - Stay updated on AI trends by following us on Telegram and Twitter. Enhance your business operations with Embedić for advanced Serbian language processing. Experience the impact of AI in transforming your workflows and customer engagements. Contact us for tailored AI solutions that drive growth based on your unique needs. Useful Links: - AI Lab in Telegram @itinai for free consultations - Twitter: @itinaicom
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