Can I Run IBM Granite 4.2 on NVIDIA GeForce RTX 4090?

Written by Jakub Rusinowski · Last updated September 11, 2026

Yes, comfortably — you'll have ~5.9 GB of headroom running Granite 4.2 30B at Q4_K_M (18.1125 GB, ~44 tok/s (est.)) with room for up to 16K context.

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NVIDIA GeForce RTX 4090 24GB
24 GB VRAM · 450 W board power
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NVIDIA GeForce RTX 4090 Specs

VRAM24 GB
Memory Bandwidth1008 GB/s

Granite 4.2 30B on the NVIDIA GeForce RTX 4090: VRAM by quantization

QuantVRAM neededFits 24 GB?Max context
F1661.7 GB✗ No
Q8_033.6 GB✗ No
Q6_K26.3 GB✗ No
Q5_K_M23 GB✓ Yes8K
Q4_K_M19.8 GB✓ Yes16K
Q3_K_M14.5 GB✓ Yes32K
Q2_K11.6 GB✓ Yes32K

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 4.2 Sizes That Fit the NVIDIA GeForce RTX 4090

Granite 4.2 30BQ4_K_M · 18.1125 GB · ~44 tok/s (est.)
Granite 4.2 8BQ4_K_M · 4.83 GB · ~125 tok/s (est.)
Granite 4.2 3BQ4_K_M · 1.81125 GB · ~216 tok/s (est.)
Buy vs. rent IBM Granite 4.2
Buy the GPU
~$1,599
NVIDIA GeForce RTX 4090 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,599) beats renting at $0.34/hr after about 6.5 years.

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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

Can I run IBM Granite 4.2 on the NVIDIA GeForce RTX 4090?

Yes, comfortably — you'll have ~5.9 GB of headroom running Granite 4.2 30B at Q4_K_M (18.1125 GB, ~44 tok/s (est.)) with room for up to 16K context.

What's the best IBM Granite 4.2 size for the NVIDIA GeForce RTX 4090?

Granite 4.2 30B at Q4_K_M quantization (18.1125 GB), estimated ~44 tokens/sec, up to 16K context.

Every IBM Granite 4.2 size on the NVIDIA GeForce RTX 4090

SizeVRAMVerdictSpeed
Granite 4.2 30B18.1 GBRuns~44 tok/s
Granite 4.2 8B4.8 GBRuns~125 tok/s
Granite 4.2 3B1.8 GBRuns~216 tok/s

IBM Granite 4.2 on Other GPUs

Popular Models on the NVIDIA GeForce RTX 4090

VRAM Tier

Troubleshooting

Buying Guide

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