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Distilled AI Models Often Underperform Base Versions, Warns User

A Reddit user is cautioning the community about distilled AI models that combine Qwen and Claude, suggesting they are often inferior to their base models. The user explains that distillations using only a few thousand samples, like those for "Qwopus" or Qwen 3.6 with Claude Fable 5, are insufficient to meaningfully improve performance and can even degrade quality. This is contrasted with official distillations from DeepSeek, which used hundreds of thousands of samples to achieve benchmark improvements. AI

IMPACT Distilled models may not offer improvements over base versions, cautioning users against blindly trusting them for better performance.

RANK_REASON The cluster consists of a user's opinion and warning about existing models, rather than a new release or significant industry event.

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COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/ayylmaonade ·

    Be wary of Qwen/Claude distillations - they're often worse than the base model

    <!-- SC_OFF --><div class="md"><p>Just to be clear; I am not attempting to call anybody out or be mean to those who take the time/money to make these models, I just want to inform people about these distills/finetunes since there's clearly some confusion going on.</p> <p>I'm goin…