Question 1

How much VRAM does NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 need?

Accepted Answer

NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 (75.4B) requires approximately 168.532133102417 GB of VRAM at full precision (FP16), 84.3 GB at 8-bit quantization (Q8), and 42.1 GB at 4-bit quantization (Q4). The actual VRAM usage may be slightly higher due to KV cache and runtime overhead.

Question 2

What GPUs can run NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16?

Accepted Answer

We have 5 compatible GPUs indexed for NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16, including MI300X, B200, B100, MI325X, MI350X. Compatibility is determined by whether the GPU's VRAM can fit the model's memory footprint, potentially using quantization to reduce memory usage.

Question 3

What is the cheapest GPU to run NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16?

Accepted Answer

The cheapest GPU to run NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 in the cloud is the MI300X at $2.19/hr. Other affordable options include B200 ($5.89/hr). Prices reflect the lowest on-demand rate across cloud providers.

Question 4

Can NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 run on consumer hardware?

Accepted Answer

NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 requires approximately 168.532133102417 GB of VRAM at FP16, and even with 4-bit quantization (Q4) it needs about 42.1 GB. This exceeds the 24 GB available on the highest-end consumer GPU (RTX 4090), so NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 requires datacenter or cloud GPUs.

Question 5

What quantization options are available for NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16?

Accepted Answer

NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 supports the following quantization levels: FP16 (full precision): ~168.532133102417 GB, Q8 (8-bit): ~84.3 GB, Q6 (6-bit): ~63.2 GB, Q4 (4-bit): ~42.1 GB. Lower quantization reduces VRAM usage at the cost of some quality loss. Q8 offers a good balance between quality and memory savings, while Q4 provides maximum compression.

NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16

VRAM Requirements

Compatible GPUs

NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 FAQ

GPU	VRAM	Best Quant	From	Rent
MI300X	192 GB	Q8	$2.19/hr	Rent
B200	192 GB	Q8	$5.89/hr	Rent
B100	192 GB	Q8	—
MI325X	256 GB	FP16	—
MI350X	288 GB	FP16	—

VRAM requirements for NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16 at different quantization levels
Quantization	VRAM Required
FP16	168.5 GB
Q8	84.3 GB
Q6	63.2 GB
Q4	42.1 GB