Can the Arc B580 run Mistral NeMo 12B Instruct (2407)?
Fits comfortably at Q4_K_M.
Mistral NeMo 12B Instruct (2407) is 12.2B parameters. At Q4_K_M the weights are about 6.8 GiB; with the 1.5 GiB runtime reserve that is 8.3 GiB against the card's 12GB, leaving about 3.7 GiB for context.
All three quants
12GB card| Quant | Weights | With reserve | Verdict | Headroom |
|---|---|---|---|---|
| Q4_K_Mthe everyday quant | 6.8 GiB | 8.3 GiB | Fits comfortably | 3.7 GiB |
| Q8_0near-lossless | 12.0 GiB | 13.5 GiB | Only with CPU offload | short 1.5 GiB |
| FP16full weights | 22.7 GiB | 24.2 GiB | Does not fit | short 12.2 GiB |
Verdict rules: fits comfortably when weights plus reserve sit within 85% of VRAM; tight when they fit with little left for context; CPU offload when they exceed VRAM by up to 2x (runs, slowly, with layers in system RAM); no beyond that. The KV cache per token depends on the model's architecture and is not modelled here.
Good match. Get the card.
The Arc B580 clears Mistral NeMo 12B Instruct (2407) at Q4_K_M. Live listings below; this page was rebuilt 2026-08-23.
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About the model
Mistral NeMo 12B Instruct (2407) by Mistral AI: 131,072-token native context, text, released 2024 under the Apache-2.0. Model card → · Hosted pricing on PicksByModel →