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- license: apache-2.0
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+ license: apache-2.0
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+ # Charles
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+ Charles is a 3B, multimodal reasoning model built for agentic coding, mathematics, and health.
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+ This model was trained using PPO techniques based off of examples from Open-R1, as well as from-scratch dataset generation from the Charles github project and Mindcraft to improve agentic tool usage.
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+ The base model was Qwen2.5 3B VL, and was trained on 51526 examples and 2 epochs of pure reasoning data, most of which were coding examples.
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+ This model is based off of techniques and dataset formatting learned from the Andy-4 series of models as well as Smol-reason2.1