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  This model was converted to GGUF format from [`PinkPixel/Crystal-Think-V2`](https://huggingface.co/PinkPixel/Crystal-Think-V2) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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  Refer to the [original model card](https://huggingface.co/PinkPixel/Crystal-Think-V2) for more details on the model.
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  ## Use with llama.cpp
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  Install llama.cpp through brew (works on Mac and Linux)
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  This model was converted to GGUF format from [`PinkPixel/Crystal-Think-V2`](https://huggingface.co/PinkPixel/Crystal-Think-V2) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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  Refer to the [original model card](https://huggingface.co/PinkPixel/Crystal-Think-V2) for more details on the model.
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+ Advanced Mathematical Reasoning Model with Enhanced Chain-of-Thought
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+ Crystal-Think is a specialized mathematical reasoning model based on Qwen3-4B, fine-tuned using Group Relative Policy Optimization (GRPO) on NVIDIA's OpenMathReasoning dataset. Version 2 introduces the new <think></think> reasoning format for enhanced step-by-step mathematical problem solving, algebraic reasoning, and mathematical code generation.
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+ ---
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  ## Use with llama.cpp
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  Install llama.cpp through brew (works on Mac and Linux)
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