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Z-Image (base) on 24 GB of VRAM

Yes. 16-bit fits on 24 GB with 9.7 GB to spare. The undistilled base of Z-Image Turbo: same 6B size, but 28–50 steps with CFG. Better for LoRA training and negative prompts.

Image model · 6.15BAny 24 GB GPUData 2026-10-01
Runs well
Yes, with room to spare.

16-bit (12.3 GB) needs about 14.3 GB in use, so 9.7 GB of the 24 GB stays free: room for a larger image, a LoRA or a ControlNet.

Best file16-bit
File size12.3 GB
VRAM needed~14.3 GB
System RAM32 GB+
Memory map · 24 GB GPU14.3 GB / 24 GB
012 GB24 GB
Weights 16-bit · 12.3 GBWorking memory · 1.2 GBReserve · 0.8 GBFree · 9.7 GB

01What to download

PartFileFolderSize
Modelz_image_bf16.safetensors
16-bit · Comfy-Org/z_image
models/diffusion_models12.3 GBDownload →
Text encoderqwen_3_4b_fp8_mixed.safetensors
Qwen3 4B FP8 · Comfy-Org/z_image
models/text_encoders5.6 GBDownload →
VAEae.safetensors
FLUX.1 VAE (ae) · Comfy-Org/z_image
models/vae0.3 GBDownload →
Total download · keep about the same free on disk18.3 GB

Alternatives: Qwen3 4B BF16 (8.0 GB). Sizes from Hugging Face, 2026-10-01.

Free ComfyUI workflow, tested on my RTX 5060 Ti: 16-bit workflow (.json). Drag the file into ComfyUI. All workflows →

02Every file, on 24 GB

FileSizeNeededOn this cardQualityDownload
16-bit ←
SAFETENSORS · Comfy-Org
12.3 GB14.3 GBfits · 9.7 GB sparethe original weightsHugging Face →
Q8_0
GGUF · unsloth
7.2 GB9.2 GBfits · 14.8 GB sparepractically identical to the originalHugging Face →
INT8
SAFETENSORS · Comfy-Org
6.2 GB8.2 GBfits · 15.8 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · unsloth
6.1 GB8.1 GBfits · 15.9 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · unsloth
5.6 GB7.6 GBfits · 16.4 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · unsloth
5.1 GB7.1 GBfits · 16.9 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · unsloth
4.6 GB6.6 GBfits · 17.4 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · unsloth
4.0 GB6.0 GBfits · 18.0 GB spareheavy loss; a last resortHugging Face →

“Needed” adds 1.2 GB of working memory for Z-Image and a 0.8 GB reserve. Sizes 2026-10-01.