Nemotron 3 Nano 30B-A3B hardware requirements
31.6B parameters (3.5B active, mixture of experts). Needs about 19.8 GB at Q4_K_M with 8K context.
Parameters32B3.5B active (MoE)
Q4_K_M · 8K19.8 GBthe usual download
FP16 · 8K63.9 GBfull precision
Runs well on18/51GPUs and Macs we track
Memory needed at each quantization
Weights, KV cache and runtime overhead, at 8K and 32K tokens of context.
| Quant | Quality | 8K context | 32K context | |
|---|---|---|---|---|
| FP16 | Full quality | 63.9 GB | 64 GB | |
| Q8_0 | Near-lossless | 34.2 GB | 34.4 GB | |
| Q6_K | Excellent | 26.6 GB | 26.7 GB | |
| Q5_K_M | Very good | 23.1 GB | 23.3 GB | |
| Q4_K_M | Good, most popular | 19.8 GB | 20 GB | |
| Q3_K_M | Noticeably degraded | 16.1 GB | 16.2 GB | |
| Q2_K | Heavily degraded | 12.5 GB | 12.7 GB |
Run it with Ollama
Downloads Q4_K_M by default.
ollama run nemotron-3-nano:30b
Model card
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 on Hugging Face: licence, prompt format and GGUF builds.
Run it in the cloud
Run Nemotron 3 Nano 30B-A3B on a rented GPU today.
It needs about 19.8 GB at Q4_K_M: a rented RTX 3090 / RTX 4090 runs it for about $0.18 to $0.89 an hour.
Every GPU and Mac checked
Sorted by memory. Bars show how much of each card Nemotron 3 Nano 30B-A3B fills at the best quant that fits.
18 Runs well
NameMemory usedBest quantSpeed
AMD Radeon RX 7900 XT20 GBQ4_K_M · 19.8 GB~226 tok/s
NVIDIA RTX 409024 GBQ5_K_M · 23.1 GB~243 tok/s
NVIDIA RTX 3090 Ti24 GBQ5_K_M · 23.1 GB~243 tok/s
AMD Radeon RX 7900 XTX24 GBQ5_K_M · 23.1 GB~231 tok/s
NVIDIA RTX 309024 GBQ5_K_M · 23.1 GB~226 tok/s
NVIDIA RTX 509032 GBQ6_K · 26.6 GB~375 tok/s
AMD Radeon AI PRO R970032 GBQ6_K · 26.6 GB~134 tok/s
Apple M2 Pro (32GB)32 GBQ4_K_M · 19.8 GB~57 tok/s
Apple M4 Max (36GB)36 GBQ5_K_M · 23.1 GB~99 tok/s
Apple M3 Pro (36GB)36 GBQ5_K_M · 23.1 GB~36 tok/s
Apple M4 Pro (48GB)48 GBQ8_0 · 34.2 GB~44 tok/s
Apple M4 Max (64GB)64 GBQ8_0 · 34.2 GB~88 tok/s
Apple M3 Max (64GB)64 GBQ8_0 · 34.2 GB~65 tok/s
Apple M1 Max (64GB)64 GBQ8_0 · 34.2 GB~65 tok/s
NVIDIA RTX PRO 6000 Blackwell96 GBFP16 · 63.9 GB~154 tok/s
Apple M4 Max (128GB)128 GBFP16 · 63.9 GB~47 tok/s
Apple M2 Ultra (192GB)192 GBFP16 · 63.9 GB~69 tok/s
Apple M3 Ultra (256GB)256 GBFP16 · 63.9 GB~70 tok/s
15 Fits with heavy quantization
NameMemory usedBest quantSpeed
NVIDIA RTX 508016 GBQ2_K · 12.5 GB~439 tok/s
NVIDIA RTX 5070 Ti16 GBQ2_K · 12.5 GB~410 tok/s
NVIDIA RTX 4080 Super16 GBQ2_K · 12.5 GB~336 tok/s
NVIDIA RTX 408016 GBQ2_K · 12.5 GB~328 tok/s
NVIDIA RTX 4070 Ti Super16 GBQ2_K · 12.5 GB~307 tok/s
AMD Radeon RX 907016 GBQ2_K · 12.5 GB~293 tok/s
AMD Radeon RX 9070 XT16 GBQ2_K · 12.5 GB~293 tok/s
AMD Radeon RX 7800 XT16 GBQ2_K · 12.5 GB~285 tok/s
Intel Arc A770 16GB16 GBQ2_K · 12.5 GB~256 tok/s
AMD Radeon RX 6800 XT16 GBQ2_K · 12.5 GB~234 tok/s
NVIDIA RTX 5060 Ti 16GB16 GBQ2_K · 12.5 GB~205 tok/s
AMD Radeon RX 9060 XT 16GB16 GBQ2_K · 12.5 GB~146 tok/s
NVIDIA RTX 4060 Ti 16GB16 GBQ2_K · 12.5 GB~132 tok/s
AMD Radeon RX 7600 XT16 GBQ2_K · 12.5 GB~132 tok/s
Apple M4 Pro (24GB)24 GBQ2_K · 12.5 GB~125 tok/s
18 Too big
NameMemory usedBest quantSpeed
NVIDIA RTX 50608 GBneeds 19.8 GB8 GB free
NVIDIA RTX 5060 Ti 8GB8 GBneeds 19.8 GB8 GB free
NVIDIA RTX 3060 Ti8 GBneeds 19.8 GB8 GB free
NVIDIA RTX 30708 GBneeds 19.8 GB8 GB free
NVIDIA RTX 4060 Ti 8GB8 GBneeds 19.8 GB8 GB free
NVIDIA RTX 40608 GBneeds 19.8 GB8 GB free
NVIDIA RTX 3080 10GB10 GBneeds 19.8 GB10 GB free
NVIDIA RTX 2080 Ti11 GBneeds 19.8 GB11 GB free
NVIDIA RTX 3080 Ti12 GBneeds 19.8 GB12 GB free
NVIDIA RTX 507012 GBneeds 19.8 GB12 GB free
NVIDIA RTX 407012 GBneeds 19.8 GB12 GB free
NVIDIA RTX 4070 Super12 GBneeds 19.8 GB12 GB free
NVIDIA RTX 4070 Ti12 GBneeds 19.8 GB12 GB free
Intel Arc B58012 GBneeds 19.8 GB12 GB free
NVIDIA RTX 3060 12GB12 GBneeds 19.8 GB12 GB free
Apple M5 (16GB)16 GBneeds 19.8 GB10.7 GB free
Apple M4 (16GB)16 GBneeds 19.8 GB10.7 GB free
Apple M1 (16GB)16 GBneeds 19.8 GB10.7 GB free