XERJ + Qwen 3.8... give a cheaper model better context and it starts working smarter and faster
Opus 5.5 and Qwen 3.8 get the same task of building an interactive website, with XERJ helping Qwen find the right context and make fewer guesses as it works. Qwen + XERJ finishes in
100+ tok/sec!!!! Dual Intel B70 32 GB & Qwen 3.8 27B.
64 GB of VRAM, real work, really 109 tok/sec decode and 1,700 prefill. this is real, local, and affordable.
Mago Studio — an open-source, local-first, end-to-end AI production studio.
It hasn’t even been a month, and Maga has already open-sourced Mago Studio. It comes with full-fledged pipelines for image and video workflows, including generating short films straight from a script.
That's Qwen 3.8 Max(open) version pulling up the same trick.
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