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  ## Things you should be aware of when using PARM models (Pinkstack Accuracy Reasoning Models) 🧀
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- This PARM is based on Qwen 2.5 3B which has gotten extra reasoning training parameters so it would have similar outputs to qwen QwQ (only much, smaller.), We trained using [this](https://huggingface.co/datasets/gghfez/QwQ-LongCoT-130K-cleaned) dataset.
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  it is designed to run on any device, from your phone to high-end PC.
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  ## Things you should be aware of when using PARM models (Pinkstack Accuracy Reasoning Models) 🧀
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+ This PARM is based on Qwen 2.5 3B which has gotten extra reasoning training parameters so it would have similar outputs to qwen QwQ / O.1 mini (only much, smaller.), We trained using [this](https://huggingface.co/datasets/gghfez/QwQ-LongCoT-130K-cleaned) dataset.
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  it is designed to run on any device, from your phone to high-end PC.
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