Can I Run Devstral on NVIDIA GeForce RTX 5080?

作者: Jakub Rusinowski · 最后更新: 2026年9月11日

Yes, but it's tight — Devstral Small 2505 24B at Q4_K_M needs 14.5 GB of the NVIDIA GeForce RTX 5080's 16 GB, leaving only ~1.5 GB, ~48 tok/s (est.) with room for up to 4K context.

See what else this hardware can run →

购买此硬件 NVIDIA GeForce RTX 5080 16GB — 16 GB VRAM · 360 W board power立即云端部署 RunPod 上的 RTX 4090 — 低至 $0.34/小时 · 价格核实于 2026-07

或在 Vast.ai 比较,低至 $0.35/小时 (typical low · varies)

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NVIDIA GeForce RTX 5080 16GB
16 GB VRAM · 360 W board power
2026年价格波动较大——请以当前商品页价格为准。
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NVIDIA GeForce RTX 5080 Specs

VRAM16 GB
Memory Bandwidth960 GB/s

Devstral Small 2505 24B on the NVIDIA GeForce RTX 5080: VRAM by quantization

QuantVRAM neededFits 16 GB?Max contextWhole PC
F1649.5 GB✗ No——
Q8_027 GB✗ No——
Q6_K21.2 GB✗ No——
Q5_K_M18.5 GB✗ No——
Q4_K_M16 GB✓ Yes4K—
Q3_K_M11.7 GB✓ Yes16K—
Q2_K9.4 GB✓ Yes32K—

Assumes a 4K-token context with an f16 KV cache. A longer window needs more; a quantized KV cache needs less. “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.

Context costs VRAM too. At Q4_K_M on the NVIDIA GeForce RTX 5080: 8K 16.6 GB ✗ · 32K 20.7 GB ✗ · 128K 36.8 GB ✗. Past 8K it no longer fits 16 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? Devstral Small 2505 24B on 24 GB of system RAM, CPU only: runs comfortably.

Devstral Sizes That Fit the NVIDIA GeForce RTX 5080

Devstral Small 2505 24BQ4_K_M · 14.5 GB · ~48 tok/s (est.)
Devstral 2 22BQ4_K_M · 13.3 GB · ~51 tok/s (est.)
Buy vs. rent Devstral
Buy the GPU
~$999
NVIDIA GeForce RTX 5080 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$999) beats renting at $0.34/hr after about 4.1 years.

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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 5080 have enough VRAM for Devstral?

Yes, but it's tight — Devstral Small 2505 24B at Q4_K_M needs 14.5 GB of the NVIDIA GeForce RTX 5080's 16 GB, leaving only ~1.5 GB, ~48 tok/s (est.) with room for up to 4K context.

Which quantization of Devstral should I use on the NVIDIA GeForce RTX 5080?

Devstral Small 2505 24B at Q4_K_M quantization (14.5 GB), estimated ~48 tokens/sec, up to 4K context.

Every Devstral size on the NVIDIA GeForce RTX 5080

SizeVRAMVerdictSpeed
Devstral-2 123B74.3 GBDoes not fit—
Devstral Small 2505 24B14.5 GBRuns~48 tok/s
Devstral Small 2 24B14.5 GBRuns at Q3_K_M—
Devstral 2 22B13.3 GBRuns~51 tok/s

Devstral on Other GPUs

Popular Models on the NVIDIA GeForce RTX 5080

VRAM Tier

Troubleshooting

Buying Guide

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