local intelligence

can it run

Can the Morefine H1 (128GB) run gpt-oss 120B MoE?

YES

Comfortably. 128GB of memory against a 82GB working set leaves headroom for context, the OS, and anything else you're running.

~16–22 tok/s (active-expert estimate)

weights 65GB + KV cache 0.28GB at 4k context vs ~126GB usable → full. 65.3 GB needed of 126 GB usable — headroom for context

computed roofline: 256 GB/s × 0.60–0.85 efficiency window / 9.8GB (Q4_K_M) — bands, never points.

MoE: file is 65GB (that decides fit) but only ~18B of experts activate per token (~9.8GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math

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Specs

model file65GB (GGUF Q4_K_M)
minimum memory82GB working set
this machine128GB LPDDR5X-8000
params120B MoE
licenseapache-2.0
price$3199

Run it

model files: hugging face ↗

easy run: ollama pull gpt-oss:120b

runs with: ollama · llama.cpp · koboldcpp · lm studio

Alternatives

ASUS ExpertCenter Pro ET900N G3 (GB300) — this model on the biggest machine

Buy

Morefine ↗

2026-09-17 · ← full hardware catalog · prices verified at source, may drift