Question 1

How much VRAM does DeepSeek-V3.2-Exp-Base need?

Accepted Answer

DeepSeek-V3.2-Exp-Base (685.4B) requires approximately 1531.9815010786056 GB of VRAM at full precision (FP16), 766 GB at 8-bit quantization (Q8), and 383 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 DeepSeek-V3.2-Exp-Base?

Accepted Answer

We currently have no compatible GPUs indexed for DeepSeek-V3.2-Exp-Base. 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 DeepSeek-V3.2-Exp-Base?

Accepted Answer

We don't currently have cloud pricing data for GPUs compatible with DeepSeek-V3.2-Exp-Base. Cloud pricing data is updated regularly — check back soon.

Question 4

Can DeepSeek-V3.2-Exp-Base run on consumer hardware?

Accepted Answer

DeepSeek-V3.2-Exp-Base requires approximately 1531.9815010786056 GB of VRAM at FP16, and even with 4-bit quantization (Q4) it needs about 383.0 GB. This exceeds the 24 GB available on the highest-end consumer GPU (RTX 4090), so DeepSeek-V3.2-Exp-Base requires datacenter or cloud GPUs.

Question 5

What quantization options are available for DeepSeek-V3.2-Exp-Base?

Accepted Answer

DeepSeek-V3.2-Exp-Base supports the following quantization levels: FP16 (full precision): ~1531.9815010786056 GB, Q8 (8-bit): ~766 GB, Q6 (6-bit): ~574.5 GB, Q4 (4-bit): ~383 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), DeepSeek-V3.2-Exp-Base has a larger total weight size but only activates a subset of parameters per token, which can affect effective memory usage during inference.

DeepSeek-V3.2-Exp-Base

VRAM Requirements

Compatible GPUs

DeepSeek-V3.2-Exp-Base FAQ

VRAM requirements for DeepSeek-V3.2-Exp-Base at different quantization levels
Quantization	VRAM Required
FP16	1532 GB
Q8	766 GB
Q6	574.5 GB
Q4	383 GB