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Mage-Flow (Microsoft) on 10 GB of VRAM

Yes. INT8 fits on 10 GB with 4.0 GB to spare. Microsoft's 4B native-resolution model from July 2026, with separate Turbo (4-step) and Edit checkpoints of the same size. Light enough for most GPUs.

Image model · 4.12BAny 10 GB GPUData 2026-10-01
Runs well
Yes.

Take INT8 (4.2 GB). In use it comes to about 6.0 GB, with 4.0 GB left over on 10 GB.

Best fileINT8
File size4.2 GB
VRAM needed~6.0 GB
System RAM32 GB+
Memory map · 10 GB GPU6.0 GB / 10 GB
05 GB10 GB
Weights INT8 · 4.2 GBWorking memory · 1.0 GBReserve · 0.8 GBFree · 4.0 GB

01What to download

PartFileFolderSize
Modelmage_flow_int8_convrot.safetensors
INT8 · Comfy-Org/Mage-Flow
models/diffusion_models4.2 GBDownload →
Text encoderqwen3vl_4b_bf16.safetensors
Qwen3-VL 4B BF16 · Comfy-Org/Mage-Flow
models/text_encoders8.9 GBDownload →
VAEmage_flow_vae_bf16.safetensors
Mage-Flow VAE · Comfy-Org/Mage-Flow
models/vae0.3 GBDownload →
Total download · keep about the same free on disk13.4 GB

Sizes from Hugging Face, 2026-10-01.

02Every file, on 10 GB

FileSizeNeededOn this cardQualityDownload
16-bit
SAFETENSORS · Comfy-Org
8.2 GB10.0 GBspills 0.0 GBthe original weightsHugging Face →
INT8 ←
SAFETENSORS · Comfy-Org
4.2 GB6.0 GBfits · 4.0 GB sparepractically identical to the originalHugging Face →

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