Written by Jakub Rusinowski · Last updated August 15, 2026
Not at Q4_K_M — that needs 7.2 GB and the NVIDIA GeForce RTX 3070 has 8 GB. Drop to Q2_K and it fits in 6.1 GB, with up to 8K of context.
| Model | Mistral NeMo 12B |
| Parameters | 12B |
| Quantization | Q4_K_M |
| VRAM needed | 7.2 GB |
| NVIDIA GeForce RTX 3070 VRAM | 8 GB |
| Verdict | Runs at a lower quant |
| Fits at | Q2_K (6.1 GB) |
| Max context | 8K |
Quantize to Q2_K. That is the cheapest fix — it costs some quality but no money.
Running Mistral NeMo 12B on this card:
Mistral NeMo 12B needs ~7 GB but this GPU has 8 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
All Mistral Family sizes on the NVIDIA GeForce RTX 3070 | VRAM calculator for Mistral NeMo 12B | NVIDIA GeForce RTX 3070 GPU page | Check your hardware