Can I Run Codestral on NVIDIA GeForce RTX 3080 (10GB)?

Superseded model. Codestral has been superseded by Devstral. This page is kept for reference; the newer family is a better starting point. View Devstral →

Written by Jakub Rusinowski · Last updated July 12, 2026

No — Codestral doesn't fit the NVIDIA GeForce RTX 3080 (10GB)'s 10 GB. The cheapest card that runs it is the NVIDIA GeForce RTX 5080 (16 GB).

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NVIDIA GeForce RTX 3080 (10GB) Specs

VRAM10 GB
Memory Bandwidth760 GB/s

Codestral 22B on the NVIDIA GeForce RTX 3080 (10GB): VRAM by quantization

QuantVRAM neededFits 10 GB?Max context
F1646.1 GB✗ No
Q8_025.3 GB✗ No
Q6_K19.9 GB✗ No
Q5_K_M17.5 GB✗ No
Q4_K_M15.1 GB✗ No
Q3_K_M11.2 GB✗ No
Q2_K9 GB✓ Yes8K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 10 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 Codestral variant requires more VRAM than the NVIDIA GeForce RTX 3080 (10GB) provides (10 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5080 (16 GB VRAM).

NVIDIA GeForce RTX 5080 16GB
16 GB VRAM · 360 W board power
2026 prices are volatile — check the current listing.
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Won't fit — rent Codestral instead

Codestral needs ~13 GB but this GPU has 10 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

Is the NVIDIA GeForce RTX 3080 (10GB) enough to run Codestral locally?

No — Codestral doesn't fit the NVIDIA GeForce RTX 3080 (10GB)'s 10 GB. The cheapest card that runs it is the NVIDIA GeForce RTX 5080 (16 GB).

What's the cheapest GPU that runs Codestral?

The NVIDIA GeForce RTX 5080 (16 GB VRAM) is the cheapest upgrade that fits it.

Codestral on Other GPUs

Popular Models on the NVIDIA GeForce RTX 3080 (10GB)

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Codestral Model Page | NVIDIA GeForce RTX 3080 (10GB) GPU Page | Check Your Hardware