Post-trained multimodal Qwen3.8-27B variant that uses alternating SFT and RLOO to reduce pathological long reasoning tails; ships multiple quantization tiers (BF16, FP8, NVFP4, INT8, INT4, GGUF), supports MTP and DFlash2 speculative decoding, and includes detailed benchmark and runtime recommendations.