Can I Run GPT-OSS on NVIDIA GeForce RTX 3060 (12GB)?

作者: Jakub Rusinowski · 最后更新: 2026年8月15日

Only with offload — GPT-OSS spills onto CPU/system RAM on the NVIDIA GeForce RTX 3060 (12GB) (12 GB), so expect a large speed penalty.

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NVIDIA GeForce RTX 3060 (12GB) Specs

VRAM12 GB
Memory Bandwidth360 GB/s

GPT-OSS 20B on the NVIDIA GeForce RTX 3060 (12GB): VRAM by quantization

QuantVRAM neededFits 12 GB?Max context
F1642.8 GB✗ No
Q8_023.2 GB✗ No
Q6_K18.1 GB✗ No
Q5_K_M15.8 GB✗ No
Q4_K_M13.6 GB✗ No
Q3_K_M9.9 GB✓ Yes32K
Q2_K7.9 GB✓ Yes64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 12 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 GPT-OSS variant requires more VRAM than the NVIDIA GeForce RTX 3060 (12GB) provides (12 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5080 (16 GB VRAM).

NVIDIA GeForce RTX 5080 16GB
16 GB VRAM · 360 W board power
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Won't fit — rent GPT-OSS instead

GPT-OSS needs ~11 GB but this GPU has 12 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 3060 (12GB) have enough VRAM for GPT-OSS?

Only with offload — GPT-OSS spills onto CPU/system RAM on the NVIDIA GeForce RTX 3060 (12GB) (12 GB), so expect a large speed penalty.

Which GPU can actually run GPT-OSS?

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

Every GPT-OSS size on the NVIDIA GeForce RTX 3060 (12GB)

SizeVRAMVerdictSpeed
GPT-oss 120B70.5 GBDoes not fit
GPT-OSS 20B11.1 GBRuns at Q3_K_M

GPT-OSS on Other GPUs

Popular Models on the NVIDIA GeForce RTX 3060 (12GB)

VRAM Tier

Troubleshooting

Buying Guide

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