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FLUX.1 Fill [dev] on 32 GB of VRAM

Yes. 16-bit fits on 32 GB with 5.6 GB to spare. The inpainting and outpainting model from the FLUX.1 Tools release. Same 12B size class as FLUX.1 dev.

Image model · 12BAny 32 GB GPUData 2026-10-01
Runs well
Yes.

Take 16-bit (23.8 GB). In use it comes to about 26.4 GB, with 5.6 GB left over on 32 GB.

Best file16-bit
File size23.8 GB
VRAM needed~26.4 GB
System RAM48 GB+
Memory map · 32 GB GPU26.4 GB / 32 GB
016 GB32 GB
Weights 16-bit · 23.8 GBWorking memory · 1.8 GBReserve · 0.8 GBFree · 5.6 GB

01What to download

PartFileFolderSize
Modelflux1-fill-dev.safetensors
16-bit · black-forest-labs/FLUX.1-Fill-dev
models/diffusion_models23.8 GBDownload →
Text encodert5xxl_fp8_e4m3fn.safetensors
T5-XXL FP8 · comfyanonymous/flux_text_encoders
models/text_encoders4.9 GBDownload →
Text encoderclip_l.safetensors
CLIP-L · comfyanonymous/flux_text_encoders
models/text_encoders0.2 GBDownload →
VAEae.safetensors
FLUX.1 VAE (ae) · Comfy-Org/Lumina_Image_2.0_Repackaged
models/vae0.3 GBDownload →
Total download · keep about the same free on disk29.3 GB

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

System RAM: 48 GB or more. These files take about 29.3 GB of RAM while loaded, 35.3 GB with Windows and ComfyUI. What happens with less. calculated

02Every file, on 32 GB

FileSizeNeededOn this cardQualityDownload
16-bit ←
SAFETENSORS · black-forest-labs
23.8 GB26.4 GBfits · 5.6 GB sparethe original weightsHugging Face →
Q8_0
GGUF · YarvixPA
12.7 GB15.3 GBfits · 16.7 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · YarvixPA
9.9 GB12.5 GBfits · 19.5 GB sparevery close to the originalHugging Face →
Q5_K_S
GGUF · YarvixPA
8.3 GB10.9 GBfits · 21.1 GB spareclose; small differences in fine detailHugging Face →
Q4_K_S
GGUF · YarvixPA
6.8 GB9.4 GBfits · 22.6 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_S
GGUF · YarvixPA
5.2 GB7.8 GBfits · 24.2 GB sparenoticeable loss of detailHugging Face →

“Needed” adds 1.8 GB of working memory for FLUX.1 Fill and a 0.8 GB reserve. Sizes 2026-10-01.