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# ComplexityRouter: A Complexity based LLM Router
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Introducing ComplexityRouter,
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It assigns prompts to one of 4 complexity levels, making it useful for routing queries to the appropriate LLM tier.
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# ComplexityRouter: A Complexity based LLM Router
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Introducing ComplexityRouter, a lightweight prompt complexity classifier finetuned from **microsoft/deberta-v3-base**. Using prompts from [Open Assistant Conversations Dataset Release 2 (OASST2)](https://huggingface.co/datasets/OpenAssistant/oasst2), some from myself, and some made more complex by Qwen3.5-4B (non-thinking mode), I created a synthetic dataset classifying 4,400 of the prompts using [Qwen3.5-4B Non Thinking Mode](https://huggingface.co/Qwen/Qwen3.5-4B).
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It assigns prompts to one of 4 complexity levels, making it useful for routing queries to the appropriate LLM tier.
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