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Higher-bit quantisation not only preserves semantic fidelity but also enhances structural coherence in low-resource educational settings, challenging conventional trade-offs in model efficiency.
A unified training and inference approach for LLMs in animation generation reveals that combining SFT and GRPO can dramatically enhance both code quality and visual fidelity.