Can I Run Mistral Small 3.1 on AMD Radeon RX 7900 XT?

作者: Jakub Rusinowski · 最后更新: 2026年7月12日

Yes, comfortably — Mistral Small 3.1 24B at Q4_K_M needs 16.4 GB at 8K context (14.2 GB weights + 2.2 GB KV cache/overhead), leaving ~3.6 GB of the AMD Radeon RX 7900 XT's 20 GB, at ~31 tok/s (est.), with room for up to 16K context.

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购买此硬件 AMD Radeon RX 7900 XT 20GB — 20 GB VRAM · 315 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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AMD Radeon RX 7900 XT 20GB
20 GB VRAM · 315 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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AMD Radeon RX 7900 XT Specs

VRAM20 GB
Memory Bandwidth800 GB/s

Mistral Small 3.1 24B on the AMD Radeon RX 7900 XT: VRAM by quantization

QuantVRAM neededFits 20 GB?Max contextWhole PC
F1649.3 GB✗ No——
Q8_027.2 GB✗ No—Build for this
Q6_K21.5 GB✗ No——
Q5_K_M18.9 GB✓ Yes8K—
Q4_K_M16.4 GB✓ Yes16KBuild for this
Q3_K_M12.2 GB✓ Yes32K—
Q2_K9.9 GB✓ Yes64K—

Assumes an 8K-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 20 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Superseded model. Mistral Small 3.1 has been superseded by Mistral Small 3.2. This page is kept for reference; the newer family is a better starting point. Can I run Mistral Small 3.2 on AMD Radeon RX 7900 XT? →

Context costs VRAM too. At Q4_K_M on the AMD Radeon RX 7900 XT: 8K 16.4 GB · 32K 20.4 GB ✗ · 125K 36 GB ✗. Past 32K it no longer fits 20 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? Mistral Small 3.1 24B on 16 GB of system RAM, CPU only: runs, but it is tight.

Mistral Small 3.1 Sizes That Fit the AMD Radeon RX 7900 XT (at 8K context)

Mistral Small 3.1 24BQ4_K_M · 16.4 GB at 8K context · ~31 tok/s (est.)
Buy vs. rent Mistral Small 3.1
Buy the GPU
~$899
AMD Radeon RX 7900 XT · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$899) beats renting at $0.34/hr after about 3.7 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

Will Mistral Small 3.1 run on the AMD Radeon RX 7900 XT?

Yes, comfortably — Mistral Small 3.1 24B at Q4_K_M needs 16.4 GB at 8K context (14.2 GB weights + 2.2 GB KV cache/overhead), leaving ~3.6 GB of the AMD Radeon RX 7900 XT's 20 GB, at ~31 tok/s (est.), with room for up to 16K context.

Which Mistral Small 3.1 variant fits best on the AMD Radeon RX 7900 XT?

Mistral Small 3.1 24B at Q4_K_M quantization needs 16.4 GB at 8K context (14.2 GB weights + 2.2 GB KV cache/overhead), estimated ~31 tokens/sec, up to 16K context.

Mistral Small 3.1 on Other GPUs

Popular Models on the AMD Radeon RX 7900 XT

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Mistral Small 3.1 Model Page | AMD Radeon RX 7900 XT GPU Page | VRAM calculator | Check Your Hardware