Written by Jakub Rusinowski · Last updated August 15, 2026
No. Llama 3.2 90B Vision Instruct needs 53.6 GB at Q4_K_M and the AMD Radeon RX 9060 XT 8GB has only 8 GB. No quantization we publish closes a gap that size.
| Model | Llama 3.2 90B Vision Instruct |
| Parameters | 90B |
| Quantization | Q4_K_M |
| VRAM needed | 53.6 GB |
| AMD Radeon RX 9060 XT 8GB VRAM | 8 GB |
| Verdict | Does not fit |
Either step down to a smaller size in this family, or move to a Apple M1 Max (64 GB), the cheapest card we track with enough VRAM.
Cheapest card we track with enough VRAM for Llama 3.2 90B Vision Instruct:
Llama 3.2 90B Vision Instruct needs ~54 GB but this GPU has 8 GB. Rent a A100 (80 GB)-class GPU by the hour instead of buying one:
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
All Llama 3.2 Family sizes on the AMD Radeon RX 9060 XT 8GB | VRAM calculator for Llama 3.2 90B Vision Instruct | AMD Radeon RX 9060 XT 8GB GPU page | Check your hardware