llaa33219/BokantLM0.1-0.5B

BokantLM 0.1–0.5B

BokantLM – "Small but Supreme in Its Domain"

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.

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Overview

• Model Name: BokantLM 0.1–0.5B
• Base Model: Qwen2.5-0.5B
• Fine-tuning Dataset: greengerong/leetcode

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Philosophy

While most LLMs aim for versatility by learning across many fields,
BokantLM is built to achieve top efficiency and performance within a specific domain.

This 0.1–0.5B release is specialized in coding and algorithm problem solving,
with a particular focus on LeetCode-style challenges.

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The reason I created this model

I created this model based on the idea that if I focus intensively on learning only Python , even a small model could become very good at Python programming.

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Future Plans

• ✅ Coding(Python)-specialized model release (current version)
• 🔄 Mathematics problem-solving specialized version
• 🔄 Domain-specific ultra-lightweight models for law, medicine, science, etc.
• 🔄 Attempt at applying large LLM knowledge distillation

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