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SAVRN Model Hub · NVIDIA-Nemotron-3-Super-120B-A12B-BF16

NVIDIA-Nemotron-3-Super-120B-A12B-BF16 GPU Requirements

NVIDIA-Nemotron-3-Super-120B-A12B-BF16 needs about 297 GB of GPU memory at 16-bit, 148 GB at 8-bit and 74.2 GB at 4-bit: its 123.6B parameters plus a 20% working margin. The cheapest setup at 16-bit is 2x MI300X from $3.70 an hour, about $2,701 a month around the clock. None of the 9 accelerators the SAVRN Index prices holds it on one card at 16-bit.

Parameters123.6B
Memory at 16-bit297 GB
Memory at 8-bit148 GB
Memory at 4-bit74.2 GB
Context262,144

Every Accelerator, Every Precision

How many cards of each accelerator the SAVRN Index prices it takes to hold NVIDIA-Nemotron-3-Super-120B-A12B-BF16, and what that many cards cost an hour at the lowest listed on-demand price. Memory needed: 297 GB at 16-bit, 148 GB at 8-bit, 74.2 GB at 4-bit.

AcceleratorMemory per cardLowest price per card16-bit8-bit4-bit
H100
Voltage Park
80 GB $1.99 4 cards
$7.96/hr
2 cards
$3.98/hr
1 card
$1.99/hr
H200
GMI Cloud
141 GB $2.60 3 cards
$7.80/hr
2 cards
$5.20/hr
1 card
$2.60/hr
B200
Vultr
180 GB $3.50 2 cards
$7.00/hr
1 card
$3.50/hr
1 card
$3.50/hr
GB200 NVL72
GMI Cloud
186 GB $8.00 2 cards
$16.00/hr
1 card
$8.00/hr
1 card
$8.00/hr
MI300X
Vultr
192 GB $1.85 2 cards
$3.70/hr
1 card
$1.85/hr
1 card
$1.85/hr
MI325X
Vultr
256 GB $2.00 2 cards
$4.00/hr
1 card
$2.00/hr
1 card
$2.00/hr
B300
Massed Compute
268 GB $6.60 2 cards
$13.20/hr
1 card
$6.60/hr
1 card
$6.60/hr
GB300 NVL72
Verda
279 GB $8.89 2 cards
$17.78/hr
1 card
$8.89/hr
1 card
$8.89/hr
MI355X
Vultr
288 GB $2.59 2 cards
$5.18/hr
1 card
$2.59/hr
1 card
$2.59/hr

Running It Around the Clock

PrecisionCheapest setupPer hourPer month (730 hours)
16-bit2x MI300X (Vultr) $3.70$2,701
8-bit1x MI300X (Vultr) $1.85$1,350
4-bit1x MI300X (Vultr) $1.85$1,350

One copy of the model on rented cards, busy or idle. Serving more users at once takes more copies or more memory for their contexts.

Questions

How much VRAM does NVIDIA-Nemotron-3-Super-120B-A12B-BF16 need?

About 297 GB at 16-bit; about 148 GB at 8-bit; about 74.2 GB at 4-bit: the weights plus 20% for the runtime and a short context. A long context needs more.

What is the cheapest GPU setup to run NVIDIA-Nemotron-3-Super-120B-A12B-BF16?

At 16-bit, 2x MI300X from $3.70 an hour, at the lowest on-demand price the SAVRN Index lists.

Can NVIDIA-Nemotron-3-Super-120B-A12B-BF16 run on a single H100?

Yes at 4-bit: an H100 has 80 GB and NVIDIA-Nemotron-3-Super-120B-A12B-BF16 needs 74.2 GB at 4-bit.

Memory is the weights at that precision plus 20% for the runtime and a short context. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Sep 18, 2026. Setups beyond eight cards, one server, are not listed.