Can I Run Magistral Small on NVIDIA GeForce RTX 4060 Ti 16GB?

Written by Jakub Rusinowski · Last updated September 6, 2026

Only with offload — Magistral Small spills onto CPU/system RAM on the NVIDIA GeForce RTX 4060 Ti 16GB (16 GB), so expect a large speed penalty.

Buy This HardwareNVIDIA GeForce RTX 4060 Ti 16GB — 16 GB VRAM · 165 W board powerDeploy in the Cloud NowRTX 4090 on RunPod — from $0.34/hr · rate checked 2026-07

or compare on Vast.ai from $0.35/hr (typical low · varies)

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NVIDIA GeForce RTX 4060 Ti 16GB Specs

VRAM16 GB
Memory Bandwidth288 GB/s

Magistral Small 24B on the NVIDIA GeForce RTX 4060 Ti 16GB: VRAM by quantization

QuantVRAM neededFits 16 GB?Max context
F1649.6 GB✗ No
Q8_027.1 GB✗ No
Q6_K21.3 GB✗ No
Q5_K_M18.6 GB✗ No
Q4_K_M16.1 GB✗ No
Q3_K_M11.9 GB✓ Yes16K
Q2_K9.5 GB✓ Yes32K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 16 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Why It Does Not Fit

Every Magistral Small variant requires more VRAM than the NVIDIA GeForce RTX 4060 Ti 16GB provides (16 GB).

Nearest GPU That Fits

AMD Radeon RX 7900 XT (20 GB VRAM).

AMD Radeon RX 7900 XT 20GB
20 GB VRAM · 315 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon
Won't fit — rent Magistral Small instead

Magistral Small needs ~14 GB but this GPU has 16 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Does the NVIDIA GeForce RTX 4060 Ti 16GB have enough VRAM for Magistral Small?

Only with offload — Magistral Small spills onto CPU/system RAM on the NVIDIA GeForce RTX 4060 Ti 16GB (16 GB), so expect a large speed penalty.

Which GPU can actually run Magistral Small?

The AMD Radeon RX 7900 XT (20 GB VRAM) is the cheapest upgrade that fits it.

Magistral Small on Other GPUs

Popular Models on the NVIDIA GeForce RTX 4060 Ti 16GB

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Magistral Small Model Page | NVIDIA GeForce RTX 4060 Ti 16GB GPU Page | Check Your Hardware