Ofox
This IntuitionLabs technical report covers Qwen3.8-Flash-Next architecture in depth, confirming 125B parameters with 6B activated per token, a 51B n-gram auxiliary table, and a 4B multi-token-prediction module, totaling approximately 180B parameters across 48 layers with native 262,144 context extensible to 1M via YaRN The article addresses deployment memory planning specifically for Qwen3.8-Flash-Next, noting the official FP8 checkpoint is 172.78 GiB (about 185.5 GB) of weight storage rather than full GPU-serving memory, with the vLLM recipe validating FP8 at TP2 minimum on GB300 and recommending TP4, and n-gram embedding requiring