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Illustrious XL / Pony (SDXL anime) on 10 GB of VRAM

Yes, but only just: 16-bit leaves 2.9 GB free on 10 GB. The two big anime families built on SDXL. Almost every anime checkpoint on Civitai (WAI, NoobAI and friends) has this same size and fits exactly like SDXL.

Image model · 3.5BAny 10 GB GPUData 2026-10-01
Runs well
Yes.

Take 16-bit (6.9 GB). In use it comes to about 7.1 GB, with 2.9 GB left over on 10 GB.

Best file16-bit
File size6.9 GB
VRAM needed~7.1 GB
System RAM16 GB+
Memory map · 10 GB GPU7.1 GB / 10 GB
05 GB10 GB
Weights 16-bit · 5.1 GBWorking memory · 1.2 GBReserve · 0.8 GBFree · 2.9 GB

01What to download

PartFileFolderSize
CheckpointIllustrious-XL-v0.1.safetensors
16-bit · OnomaAIResearch/Illustrious-xl-early-release-v0
models/checkpoints6.9 GBDownload →
Total download · keep about the same free on disk6.9 GB

One file: the checkpoint already contains the text encoders and the VAE. Sizes from Hugging Face, 2026-10-01.

02Every file, on 10 GB

FileSizeNeededOn this cardQualityDownload
16-bit ←
SAFETENSORS · OnomaAIResearch
6.9 GB7.1 GBfits · 2.9 GB sparethe original weightsHugging Face →
Q8_0
GGUF · calcuis
2.7 GB4.7 GBfits · 5.3 GB sparepractically identical to the originalHugging Face →
FP8
SAFETENSORS · calcuis
3.5 GB5.5 GBfits · 4.5 GB sparepractically identical to the originalHugging Face →
Q6_K
GGUF · calcuis
2.1 GB4.1 GBfits · 5.9 GB sparevery close to the originalHugging Face →
Q5_K_M
GGUF · calcuis
1.8 GB3.8 GBfits · 6.2 GB spareclose; small differences in fine detailHugging Face →
Q4_K_M
GGUF · calcuis
1.5 GB3.5 GBfits · 6.5 GB sparegood; some loss in fine detail and textHugging Face →
Q3_K_M
GGUF · calcuis
1.2 GB3.2 GBfits · 6.8 GB sparenoticeable loss of detailHugging Face →
Q2_K
GGUF · calcuis
0.9 GB2.9 GBfits · 7.1 GB spareheavy loss; a last resortHugging Face →

“Needed” adds 1.2 GB of working memory for Illustrious / Pony and a 0.8 GB reserve. Sizes 2026-10-01. The 6.94 GB checkpoint holds the UNet plus text encoders and VAE; only the UNet (about 5.1 GB) sits in VRAM while sampling. The GGUF and FP8 files from calcuis contain the UNet only.

03The text encoder

The text encoder is inside the checkpoint, so there is nothing extra to download.