Qwen 2.5 Omni Expands Modalities. Local LLMs, MCP, and User Tools. Efficient Model Conversion and Quantization. Scaling Context Windows and Debugging Workflows. Model Distillation, Synthetic Data, and Fine-Tuning Insights