Boogu-Image (Turbo) on 16 GB of VRAM
Yes, but only just: Q8_0 leaves 1.8 GB free on 16 GB. A 10B model from June 2026 that generates and edits in one. Turbo needs about 4 steps; Base and the separate Edit checkpoints are the same size.
Runs well
Yes, just.
Q8_0 (11.6 GB) fits with only 1.8 GB to spare (about 14.2 GB of 16 GB).
Best fileQ8_0
File size11.6 GB
VRAM needed~14.2 GB
System RAM32 GB+
Memory map · 16 GB GPU14.2 GB / 16 GB
08 GB16 GB
Weights Q8_0 · 11.6 GBWorking memory · 1.8 GBReserve · 0.8 GBFree · 1.8 GB
calculated How this is counted.
Got an RTX 40 or 50? Swap Q8_0 for FP8 (10.3 GB): same quality class, computed natively there.
01What to download
| Part | File | Folder | Size | |
|---|---|---|---|---|
| Model | boogu-turbo-dit-Q8_0.gguf Q8_0 · realrebelai/Boogu-Image-Turbo_GGUFs | models/unet | 11.6 GB | Download → |
| Text encoder | qwen3vl_8b_fp8_scaled.safetensors Qwen3-VL 8B FP8 · Comfy-Org/Boogu-Image | models/text_encoders | 10.6 GB | Download → |
| VAE | flux1_vae_bf16.safetensors FLUX.1 VAE BF16 · Comfy-Org/Boogu-Image | models/vae | 0.2 GB | Download → |
| Total download · keep about the same free on disk | 22.4 GB | |||
Sizes from Hugging Face, 2026-10-01.
02Every file, on 16 GB
| File | Size | Needed | On this card | Quality | Download |
|---|---|---|---|---|---|
| 16-bit SAFETENSORS · Comfy-Org | 20.6 GB | 23.2 GB | 7.2 GB too big | the original weights | Hugging Face → |
| Q8_0 ← GGUF · realrebelai | 11.6 GB | 14.2 GB | fits · 1.8 GB spare | practically identical to the original | Hugging Face → |
| FP8 SAFETENSORS · Comfy-Org | 10.3 GB | 12.9 GB | fits · 3.1 GB spare | practically identical to the original | Hugging Face → |
| INT8 SAFETENSORS · Comfy-Org | 11.4 GB | 14.0 GB | fits · 2.0 GB spare | practically identical to the original | Hugging Face → |
| Q5_1 GGUF · realrebelai | 8.6 GB | 11.2 GB | fits · 4.8 GB spare | close; small differences in fine detail | Hugging Face → |
| Q4_1 GGUF · realrebelai | 7.4 GB | 10.0 GB | fits · 6.0 GB spare | good; some loss in fine detail and text | Hugging Face → |
“Needed” adds 1.8 GB of working memory for Boogu-Image and a 0.8 GB reserve. Sizes 2026-10-01.