Image GenerationStable DiffusionSTABILITY

SD3-Medium

stabilityai/stable-diffusion-3-medium

Stable Diffusion 3 Medium, MMDiT architecture.

Parameters

8B

Context

4K

Downloads

520K

Likes

1.5K

Architecture

sd

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
32.8 GB
RAM 49.2 · Disk 62.3
35.5 GB
RAM 53.2 · Disk 88.3
39.4 GB
RAM 59.1 · Disk 127.3
FP88bit
18.1 GB
RAM 32.0 · Disk 50.6
20.0 GB
RAM 32.0 · Disk 76.6
23.3 GB
RAM 34.9 · Disk 115.6
INT88bit
18.1 GB
RAM 32.0 · Disk 50.6
20.0 GB
RAM 32.0 · Disk 76.6
23.3 GB
RAM 34.9 · Disk 115.6
AWQ4bit
11.0 GB
RAM 32.0 · Disk 45.0
12.6 GB
RAM 32.0 · Disk 71.0
15.6 GB
RAM 32.0 · Disk 110.0
GPTQ4bit
11.0 GB
RAM 32.0 · Disk 45.1
12.7 GB
RAM 32.0 · Disk 71.1
15.7 GB
RAM 32.0 · Disk 110.1
GGUF4bit
11.2 GB
RAM 32.0 · Disk 45.3
12.9 GB
RAM 32.0 · Disk 71.3
15.9 GB
RAM 32.0 · Disk 110.3

GPU Recommendations

Best ValueBEST

1× RTX 5090

32 GB VRAM

$257/mo

≈ 11.2 img/min

Effective production throughput ≈ 7.8 images/min

score 0.6024

Deploy on vast ↗
Cheapest

1× RTX 4070S Ti

16 GB VRAM

$49.5/mo

≈ 0 img/min (N/A — benchmark unavailable)

Effective production throughput ≈ 0 images/min

score 0.679

Deploy on vast ↗
Performance

8× RTX 5090

256 GB VRAM

$2,055/mo

≈ 89.6 img/min

Effective production throughput ≈ 62.7 images/min

score 0.3581

Deploy on vast ↗
Min Complexity

1× RTX 3090

24 GB VRAM

$76.5/mo

≈ 3.8 img/min

Effective production throughput ≈ 2.7 images/min

score 0.6351

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

RTX 4070S Ti

16 GB VRAM

$49.5

/mo · vast

RTX 4080S

16 GB VRAM

$50.0

/mo · vast

RTX 3090

24 GB VRAM

$76.5

/mo · vast

RTX 5070 Ti

16 GB VRAM

$86.3

/mo · vast

Tesla V100

16 GB VRAM

$88.4

/mo · vast

AmciHub

AI Model Deployment & Compute Intelligence — analyze AI model requirements, GPU performance, cloud pricing and deployment costs to find the right deployment solution.

© 2026 AmciHub. All rights reserved. Model → Requirement → GPU → Benchmark → Cloud → Cost → Recommendation