Tiny DeepSeek3 Village Generator is a character-level language model designed to generate Turkish village names. Built on the DeepSeek3 architecture in a tiny Mixture of Experts (MoE) configuration, the model was developed for educational purposes and trained from scratch using a dataset of 11,104 unique Turkish village names. It operates with a vocabulary of 64 characters, supports a context length of 32, and was trained over 8,000 steps.
The model's primary function is to produce new Turkish village names, as demonstrated by example outputs such as Hamamza, Yeniçen, and Arslangazi. Its character-level approach allows it to generate names one character at a time, reflecting patterns found in the training dataset. The model is intended for educational use, making it suitable for those interested in experimenting with small-scale text generation or learning about language modeling techniques.
Delivery is via a Python script, as indicated by the usage instruction 'python generate.py'. The model is available under the MIT license, permitting open use and modification. Tiny DeepSeek3 Village Generator is classified as a foundation model for text generation tasks, specifically tailored to Turkish village-name generation.
Tiny Deepseek3 Village Generator sits in PulseGate's Foundation models & chat category. It focuses on enabling the generation of realistic Turkish village names for educational and research purposes. It is built as an open-source project for AI researchers and educators. Tiny Deepseek3 Village Generator is open source under the Open Source license. The product ships for the web and the command line, and it can be self-hosted.
Uunan builds and maintains Tiny Deepseek3 Village Generator, and the product first shipped in 2026. Development happens publicly on GitHub with 8 commits in the last 90 days. Key capabilities include village name generation, character-level modeling, and educational use.
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