Feat/acceleration#1524
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Summary
针对 #1373 讨论中大家反馈的推理速度问题，整理了一套完整的加速方案。
解决的问题：
新增文件：
acceleration/01_quantization_acceleration.py量化加速acceleration/02_vllm_acceleration.pyvLLM 加速acceleration/03_streaming_optimization.py流式输出acceleration/04_batch_inference.py批量推理acceleration/05_low_vram_offload.py低显存方案acceleration/06_tensorrt_llm_guide.pyTensorRT-LLM 指南acceleration/07_benchmark_suite.py速度对比测试acceleration/README.md使用说明Test plan