Question 1

How much VRAM does MAI-DS-R1 need?

Accepted Answer

MAI-DS-R1 (671B) requires approximately 1569.6166191101074 GB of VRAM at full precision (FP16), 784.8 GB at 8-bit quantization (Q8), and 392.4 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 MAI-DS-R1?

Accepted Answer

We currently have no compatible GPUs indexed for MAI-DS-R1. This may be because the model's VRAM requirements exceed available GPUs in our database, or VRAM data hasn't been computed yet.

Question 3

What is the cheapest GPU to run MAI-DS-R1?

Accepted Answer

We don't currently have cloud pricing data for GPUs compatible with MAI-DS-R1. Cloud pricing data is updated regularly — check back soon.

Question 4

Can MAI-DS-R1 run on consumer hardware?

Accepted Answer

MAI-DS-R1 requires approximately 1569.6166191101074 GB of VRAM at FP16, and even with 4-bit quantization (Q4) it needs about 392.4 GB. This exceeds the 24 GB available on the highest-end consumer GPU (RTX 4090), so MAI-DS-R1 requires datacenter or cloud GPUs.

Question 5

What quantization options are available for MAI-DS-R1?

Accepted Answer

MAI-DS-R1 supports the following quantization levels: FP16 (full precision): ~1569.6166191101074 GB, Q8 (8-bit): ~784.8 GB, Q6 (6-bit): ~588.6 GB, Q4 (4-bit): ~392.4 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. As a Mixture of Experts (MoE) model with 256 experts (8 active), MAI-DS-R1 has a larger total weight size but only activates a subset of parameters per token, which can affect effective memory usage during inference.

MAI-DS-R1

VRAM Requirements

Compatible GPUs

MAI-DS-R1 FAQ

VRAM requirements for MAI-DS-R1 at different quantization levels
Quantization	VRAM Required
FP16	1569.6 GB
Q8	784.8 GB
Q6	588.6 GB
Q4	392.4 GB