Image GenerationStable DiffusionSTABILITY

SDXL-Turbo

stabilityai/sdxl-turbo

SDXL Turbo, 1-step real-time generation.

Parameters

3.5B

Context

4K

Downloads

980K

Likes

2.8K

Architecture

sd

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
16.2 GB
RAM 32.0 · Disk 49.2
18.1 GB
RAM 32.0 · Disk 75.2
21.3 GB
RAM 32.0 · Disk 114.2
FP88bit
9.8 GB
RAM 32.0 · Disk 44.1
11.4 GB
RAM 32.0 · Disk 70.1
14.2 GB
RAM 32.0 · Disk 109.1
INT88bit
9.8 GB
RAM 32.0 · Disk 44.1
11.4 GB
RAM 32.0 · Disk 70.1
14.2 GB
RAM 32.0 · Disk 109.1
AWQ4bit
6.7 GB
RAM 32.0 · Disk 41.6
8.1 GB
RAM 32.0 · Disk 67.6
10.9 GB
RAM 32.0 · Disk 106.6
GPTQ4bit
6.7 GB
RAM 32.0 · Disk 41.7
8.1 GB
RAM 32.0 · Disk 67.7
10.9 GB
RAM 32.0 · Disk 106.7
GGUF4bit
6.8 GB
RAM 32.0 · Disk 41.7
8.2 GB
RAM 32.0 · Disk 67.7
11.0 GB
RAM 32.0 · Disk 106.7

GPU Recommendations

Best ValueBEST

1× RTX 5080

16 GB VRAM

$97.8/mo

≈ 169.5 img/min

Effective production throughput ≈ 118.6 images/min

score 0.6298

Deploy on vast ↗
Cheapest

1× Tesla V100

16 GB VRAM

$21.1/mo

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

Effective production throughput ≈ 0 images/min

score 0.6246

Deploy on vast ↗
Performance

8× RTX 5090

256 GB VRAM

$1,968/mo

≈ 2508 img/min

Effective production throughput ≈ 1755.6 images/min

score 0.36

Deploy on vast ↗
Min Complexity

1× RTX 5070

12 GB VRAM

$58.7/mo

≈ 91.5 img/min

Effective production throughput ≈ 64.1 images/min

score 0.6736

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

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GPUs that fit (single card)

Tesla V100

16 GB VRAM

$21.1

/mo · vast

RTX 4070S Ti

16 GB VRAM

$49.5

/mo · vast

RTX 5070

12 GB VRAM

$58.7

/mo · vast

RTX 5070 Ti

16 GB VRAM

$62.0

/mo · vast

RTX 3090

24 GB VRAM

$78.7

/mo · vast

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