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Stable Diffusion 3.5 Large on 10 GB of VRAM

Not at full quality. The 16-bit and 8-bit files are too big for 10 GB; the largest that fits is Q5_1 (6.3 GB). Stability AI's 8B model. City96 only publishes the older GGUF types for it (Q8_0, Q5, Q4), not K-quants.

Image model · 8.1BAny 10 GB GPUData 2026-10-01
Runs
Yes, with a compressed file.

Q5_1 (6.3 GB) fits with only 1.4 GB to spare (about 8.6 GB of 10 GB). Quality: close; small differences in fine detail. For better quality, Q8_0 (8.8 GB) also runs, with about 1.1 GB spilling into system RAM - a little slower, still practical.

Best fileQ5_1
File size6.3 GB
VRAM needed~8.6 GB
System RAM32 GB+
Memory map · 10 GB GPU8.6 GB / 10 GB
05 GB10 GB
Weights Q5_1 · 6.3 GBWorking memory · 1.5 GBReserve · 0.8 GBFree · 1.4 GB

01What to download

PartFileFolderSize
Modelsd3.5_large-Q5_1.gguf
Q5_1 · city96/stable-diffusion-3.5-large-gguf
models/unet6.3 GBDownload →
Text encodert5xxl_fp8_e4m3fn.safetensors
T5-XXL FP8 · Comfy-Org/stable-diffusion-3.5-fp8
models/text_encoders4.9 GBDownload →
Text encoderclip_l.safetensors
CLIP-L · Comfy-Org/stable-diffusion-3.5-fp8
models/text_encoders0.2 GBDownload →
Text encoderclip_g.safetensors
CLIP-G · Comfy-Org/stable-diffusion-3.5-fp8
models/text_encoders1.4 GBDownload →
VAEdiffusion_pytorch_model.safetensors
SD 3.5 VAE (gated repo: log in and accept the licence first) · stabilityai/stable-diffusion-3.5-large
models/vae0.2 GBDownload →
Total download · keep about the same free on disk13.0 GB

Alternatives: T5-XXL FP16 (9.8 GB). Sizes from Hugging Face, 2026-10-01.

02Every file, on 10 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · stabilityai
16.5 GB18.8 GB8.8 GB too bigthe original weightsHugging Face →
Q8_0
GGUF · city96
8.8 GB11.1 GBspills 1.1 GBpractically identical to the originalHugging Face →
Q5_1 ←
GGUF · city96
6.3 GB8.6 GBfits · 1.4 GB spareclose; small differences in fine detailHugging Face →
Q4_1
GGUF · city96
5.3 GB7.6 GBfits · 2.4 GB sparegood; some loss in fine detail and textHugging Face →

“Needed” adds 1.5 GB of working memory for SD 3.5 Large and a 0.8 GB reserve. Sizes 2026-10-01.