Mistral Nemo 12B
Mistral Nemo 12B loads in 9.5 GB at Q4_K_M, comfortably from 24 GB of memory, Macs included, starting at the Mac Mini M6 16GB. Below is the memory math we ran for it, the smallest card that fits, and the fastest machine we track.
How much memory does Mistral Nemo 12B need?
Mistral Nemo 12B is a 12B dense model built for chat, translation. The weights alone take 9.5 GB at Q4_K_M; add context and the OS, and it belongs in the 24 GB memory class. Every number below comes from the ModelFit engine: speeds are estimates, labeled est., because we do not benchmark hardware ourselves.
KV = fp16 estimate (q8_0 cache roughly halves it). "Comfortable" = weights + KV within the engine's tiered budget (~70-85% of memory).
Which machines run Mistral Nemo 12B?
Verdicts come from the same engine that powers our fit checker: memory capacity first, bandwidth for speed. How we compute these numbers · Hugging Face model card
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Frequently asked questions
How much memory does Mistral Nemo 12B need?
9.5 GB for the Q4_K_M weights, plus ~3.0 GB of KV-cache at 16k context, about 12.5 GB total. Comfortable from 24 GB of VRAM or unified memory.
Does Mistral Nemo 12B run on a Mac?
Yes, from the Mac Mini M6 16GB (~19 tok/s est.). Unified memory means the RAM budget is the only limit.
What is the smallest GPU for Mistral Nemo 12B?
The NVIDIA GeForce RTX 3060 (12 GB VRAM) is the smallest tracked card that runs Mistral Nemo 12B comfortably, ~30 tok/s est.
Which Mistral Nemo 12B quant should I pick?
The tracked Q4_K_M build at 9.5 GB is the one we recommend for most machines. Every published build, ranked by real GGUF file size rather than a formula, is on the quant comparison page linked below.
Cite this page
ModelFit: Mistral Nemo 12B, specs, memory math and hardware verdicts. https://modelfit.io/models/mistral-nemo-12b/ (dataset updated 2026-10-13, CC BY 4.0).