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# **Raptor X3**
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Key improvements include:
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1. **Enhanced Coding Reasoning**: Provides in-depth explanations and optimizations for complex coding problems, making it useful for developers and engineers.
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# **Raptor X3**
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> [!warning]
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> Raptor X3 is based on the Qwen 2.5 14B modality architecture, designed to enhance the reasoning capabilities of 14B-parameter models. This model is optimized for advanced coding reasoning and UI coding. It excels in contextual understanding, logical deduction, and multi-step problem-solving. Raptor X3 has been fine-tuned using a long chain-of-thought reasoning model and specialized datasets to improve comprehension, structured responses, and conversational intelligence.
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Key improvements include:
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1. **Enhanced Coding Reasoning**: Provides in-depth explanations and optimizations for complex coding problems, making it useful for developers and engineers.
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