Can I Run IBM Granite 4.1 on NVIDIA GeForce RTX 3090?

Written by Jakub Rusinowski · Last updated April 29, 2026

Yes, comfortably — you'll have ~6 GB of headroom running Granite 4.1 30B at FP8 (Q4 est. ~12-15GB, unconfirmed) (18 GB, ~52 tok/s (est.)).

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Check price on Amazon — NVIDIA GeForce RTX 3090 24GB

NVIDIA GeForce RTX 3090 Specs

VRAM24 GB
Memory Bandwidth936 GB/s

Granite 4.1 30B on the NVIDIA GeForce RTX 3090: VRAM by quantization

QuantVRAM neededFits 24 GB?Max context
F1670.4 GB✗ No
Q8_042.3 GB✗ No
Q6_K35 GB✗ No
Q5_K_M31.7 GB✗ No
Q4_K_M28.5 GB✗ No
Q3_K_M23.2 GB✓ Yes4K
Q2_K20.3 GB✓ Yes4K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 24 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

IBM Granite 4.1 Sizes That Fit the NVIDIA GeForce RTX 3090

Granite 4.1 30BFP8 (Q4 est. ~12-15GB, unconfirmed) · 18 GB · ~52 tok/s (est.)
Granite 4.1 8BQ4_K_M · 5 GB · ~187 tok/s (est.)
Granite 4.1 3BQ4_K_M · 2 GB · ~400 tok/s (est.)
Buy vs. rent IBM Granite 4.1
Buy the GPU
~$1,499
NVIDIA GeForce RTX 3090 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,499) beats renting at $0.34/hr after about 6.1 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

IBM Granite 4.1 on the NVIDIA GeForce RTX 3090 — does it fit?

Yes, comfortably — you'll have ~6 GB of headroom running Granite 4.1 30B at FP8 (Q4 est. ~12-15GB, unconfirmed) (18 GB, ~52 tok/s (est.)).

Which IBM Granite 4.1 variant fits best on the NVIDIA GeForce RTX 3090?

Granite 4.1 30B at FP8 (Q4 est. ~12-15GB, unconfirmed) quantization (18 GB), estimated ~52 tokens/sec.

IBM Granite 4.1 on Other GPUs

Popular Models on the NVIDIA GeForce RTX 3090

VRAM Tier

Troubleshooting

Buying Guide

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