Can Ryzen AI Max+ 395 128GB run Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16?

AMD · 96 GB LPDDR5X · 215 GB/s bandwidth · NVIDIA · 30.0B (active 3.0B) · MoE · model ctx up to 256K

ROCM

Yes — the Ryzen AI Max+ 395 128GB (96 GB LPDDR5X) can run Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16. At Q4 with the default 8K context it needs ≈ 17.53 GB VRAM (weights 16.5 GB + KV cache 0.03 GB + 1 GB runtime overhead), which fits within 96 GB. Decode at Q4/8K: ≈ 45.6 tok/s (estimated, batch 1). FP16 (≈ 61.03 GB) also fits, at ≈ 12.5 tok/s (estimated). Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.

Fit & speed by quant and context

Quant	Context	VRAM needed	Fits?	tok/s (decode)
Q4	4K	17.52 GB	Yes	45.6 est.
Q4	8K default	17.53 GB	Yes	45.6 est.
Q4	32K	17.62 GB	Yes	45.6 est.
FP16	4K	61.02 GB	Yes	12.5 est.
FP16	8K default	61.03 GB	Yes	12.5 est.
FP16	32K	61.12 GB	Yes	12.5 est.

Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).

VRAM breakdown at 8K context

Quant	Weights	KV cache	Overhead	Total needed	Ryzen AI Max+ 395 128GB VRAM
Q4	16.5 GB	0.03 GB	1 GB	17.53 GB	96 GB
FP16	60.0 GB	0.03 GB	1 GB	61.03 GB	96 GB

Other GPUs that run Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16

• B200 192GB SXM — ≈1697.0 tok/s Q4 est.
• MI300X 192GB — ≈1124.2 tok/s Q4 est.
• H200 141GB SXM5 — ≈1018.2 tok/s Q4 est.
• H100 80GB SXM5 — ≈710.6 tok/s Q4 est.
• Gaudi 3 128GB — ≈694.9 tok/s Q4 est.
• A100 80GB SXM4 — ≈432.5 tok/s Q4 est.
• RTX 5090 32GB — ≈380.1 tok/s Q4 est.
• RTX 4090 24GB — ≈213.8 tok/s Q4 est.

All GPUs for Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 →

Other models for the Ryzen AI Max+ 395 128GB

• MiniCPM5-1B — ≈126.7 tok/s Q4 est.
• Qwen3.5-2B — ≈68.4 tok/s Q4 est.
• DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx — ≈59.5 tok/s Q4 est.
• Qwen3.6-35B-A3B — ≈45.6 tok/s Q4 est.
• Qwen3.5-35B-A3B — ≈45.6 tok/s Q4 est.
• GLM-4.7-Flash — ≈45.6 tok/s Q4 est.
• Qwen3-30B-A3B-Instruct-2507 — ≈45.6 tok/s Q4 est.
• Qwen3-Coder-Next — ≈45.6 tok/s Q4 est.

All models on the Ryzen AI Max+ 395 128GB →