Can I Run / NVIDIA Nemotron 3 Super / on AMD Instinct MI325X

Can I Run NVIDIA Nemotron 3 Super on a AMD Instinct MI325X?

Yes

Runs at Q5_K_M — good quality with reasonable headroom.

Model size
340B
GPU memory
256GB
Smallest quant
Q4_K_M
Best fit
Q5_K_M

2 quantizations fit your 256GB

QuantMin VRAMRecommendedFile sizeHeadroom
Q5_K_MBEST242.4 GB243.9 GB241.4 GB+13.6 GB
Q4_K_M207.1 GB208.6 GB206.1 GB+48.9 GB

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Full model details
NVIDIA Nemotron 3 Super

All quant variants, benchmark scores, and use-case tags.

Best models for this GPU
AMD Instinct MI325X

Top-ranked open-source models that fit in 256GB.

FAQ

Can the AMD Instinct MI325X run NVIDIA Nemotron 3 Super?

Yes. The AMD Instinct MI325X's 256GB of VRAM is enough to run NVIDIA Nemotron 3 Super at Q5_K_M quantization (242.4GB required).

What's the best quantization to use?

Q5_K_M is the highest-precision quantization that fits in your 256GB. It uses about 242.4GB of memory and 243.9GB recommended for comfortable inference.

What if I need more headroom for context length?

KV cache memory grows with context length. The numbers above assume a baseline 2K-4K context. For long-context use (32K+), add another 2-6GB depending on the model architecture.