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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 0.5B which has gotten extra training parameters so it would have similar outputs to O.1 Mini, We trained with [this](https://huggingface.co/datasets/gghfez/QwQ-LongCoT-130K-cleaned) dataset.
 
 
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  To use this model, you must use a service which supports the GGUF file format.
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  Additionaly, this is the Prompt Template, it uses the Phi-3 template.
 
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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 0.5B which has gotten extra training parameters so it would have similar outputs to O.1 Mini, We trained with [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. that is why we've included a BF16 quant.
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  To use this model, you must use a service which supports the GGUF file format.
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  Additionaly, this is the Prompt Template, it uses the Phi-3 template.