BokantLM is not a general-purpose model that tries to do everything well.
Instead, it is an ultra-lightweight LLM designed to focus on a single domain, delivering the highest possible efficiency and performance in that area.
While most LLMs aim for versatility by learning across many fields,
BokantLM is built to achieve top efficiency and performance within a specific domain.
Optimized for DeepSeek R1’s reasoning methodology,
This model is fine-tuned to replicate DeepSeek R1’s distinctive reasoning style—delivering the same logical depth and problem-solving approach in a compact, ultra-lightweight architecture.
The reason I created this model
I created this model based on the idea of what would happen if a very small model tried to imitate Deepseek R1.
Future Plans
✅ Imitating Deepseek-R1 model release (current version)
🔄 Mathematics problem-solving specialized version
🔄 Domain-specific ultra-lightweight models for law, medicine, science, etc.
🔄 multilingual support with very small models(1K, 10k, 100K, etc parameters)
🔄 fine-tuning of models with very large maximum tokens but small parameter sizes
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