Custom Inference Engine Achieves 65 Tokens Per Second for Qwen3.8-Flash-Next on 12GB VRAM

A custom CUDA-optimized inference engine enables 65.1 tokens per second output and 543 tokens per second prompt processing for Qwen3.8-Flash-Next using Q2_0 quantization. The implementation leverages RCO-GSQ quantization to maintain performance on consumer hardware like the RTX 5070 with 12GB VRAM.