tufanakbas23/Pusula-danisman-ai
tufanakbas23/Pusula-danisman-ai is a 12 billion parameter instruction-tuned language model, fine-tuned from mistralai/Mistral-Nemo-Instruct-2407 using QLoRA. It is specifically designed and optimized for providing guidance and support in Turkish for TEKNOFEST and TÜBİTAK project application processes. This model excels at tasks like project idea refinement, technical report writing, and jury preparation, leveraging a specialized Turkish dataset.
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What the fuck is this model about?
tufanakbas23/Pusula-danisman-ai is a 12 billion parameter language model, fine-tuned from mistralai/Mistral-Nemo-Instruct-2407 using QLoRA. Its core purpose is to act as a specialized AI consultant for participants in TEKNOFEST and TÜBİTAK competitions, providing guidance in Turkish throughout their project development and application processes.
What makes THIS different from all the other models?
Unlike general-purpose LLMs, Pusula-danisman-ai is domain-specifically fine-tuned on a unique dataset of 3043 Turkish instruction-output pairs related to TEKNOFEST and TÜBİTAK project workflows. This specialization allows it to offer highly relevant and context-aware assistance for tasks such as:
- Project idea refinement and scope definition
- Technical report writing (e.g., problem definition, originality, methodology)
- Application preparation for TEKNOFEST KTR/PTR and TÜBİTAK
- Jury and presentation preparation
- Risk analysis and applicability assessment
The model also incorporates a three-layered system architecture with a "behavior layer" that includes defined skills like report_section_writer and project_idea_refinement, ensuring task-specific and consistent responses. It is explicitly trained to reject out-of-domain questions (e.g., health, finance) to maintain focus on its specialized area.
Should I use this for my use case?
Yes, if your use case involves:
- TEKNOFEST or TÜBİTAK project preparation (high school and university students).
- Needing Turkish-language guidance for project ideation, report writing, or application strategies.
- Seeking assistance with presentation and jury preparation for these specific competitions.
No, if your use case involves:
- General-purpose question answering.
- Tasks outside the scope of TEKNOFEST/TÜBİTAK projects (e.g., general engineering, finance, health).
- Requiring responses in languages other than Turkish.