The Challenge<\/strong><\/p>\n<\/div>T\u00dcB\u0130TAK set out to develop the first Turkish-language large language model (LLM). Their ambitious goals included:<\/p>\n
\n- Adapting tokenizers specifically for Turkish.<\/li>\n
- Experimenting with data mixing strategies.<\/li>\n
- Applying best practices for training models at scale.<\/li>\n
- Conducting a proof-of-concept (POC) to assess the model's viability, followed by fine-tuning the LLM for optimal performance.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div>
Vision<\/strong><\/p>\n<\/div>T\u00dcB\u0130TAK's ultimate goal is to create a Turkish-first LLM that can serve as a foundation model for a variety of downstream applications. This model would empower future AI initiatives in T\u00fcrkiye and provide an essential tool for further fine-tuning across different sectors.<\/p>\n<\/div>
Solution<\/strong><\/p>\n<\/div>
![\"How](\"https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/How-NorthBay-Solutions-Helped-TUBITAK-Launch-a-Foundational-Turkish-LLM-on-AWS.jpg\" "\\"How")
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