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Stable Diffusion 3.5 Medium on 16 GB of VRAM

Yes. 16-bit fits on 16 GB with 9.1 GB to spare. The 2.5B member of SD 3.5. The model itself is small; its T5 text encoder is bigger than the model.

Image model · 2.5BAny 16 GB GPUData 2026-10-01
Runs well
Yes, with room to spare.

16-bit (5.1 GB) needs about 6.9 GB in use, so 9.1 GB of the 16 GB stays free: room for a larger image, a LoRA or a ControlNet.

Best file16-bit
File size5.1 GB
VRAM needed~6.9 GB
System RAM32 GB+
Memory map · 16 GB GPU6.9 GB / 16 GB
08 GB16 GB
Weights 16-bit · 5.1 GBWorking memory · 1.0 GBReserve · 0.8 GBFree · 9.1 GB

01What to download

PartFileFolderSize
Modelsd3.5_medium.safetensors
16-bit · stabilityai/stable-diffusion-3.5-medium
models/diffusion_models5.1 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-medium
models/vae0.2 GBDownload →
Total download · keep about the same free on disk11.8 GB

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

02Every file, on 16 GB

FileSizeNeededOn this cardQualityDownload
16-bit ←
SAFETENSORS · stabilityai
5.1 GB6.9 GBfits · 9.1 GB sparethe original weightsHugging Face →
Q8_0
GGUF · city96
2.9 GB4.7 GBfits · 11.3 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · city96
2.3 GB4.1 GBfits · 11.9 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · city96
2.1 GB3.9 GBfits · 12.1 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · city96
1.8 GB3.6 GBfits · 12.4 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · city96
1.5 GB3.3 GBfits · 12.7 GB sparenoticeable loss of detailHugging Face →

“Needed” adds 1 GB of working memory for SD 3.5 Medium and a 0.8 GB reserve. Sizes 2026-10-01.