Boogu-Image (Turbo) on 12 GB of VRAM
Not at full quality. The 16-bit and 8-bit files are too big for 12 GB; the largest that fits is Q5_1 (8.6 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.
Q5_1 (8.6 GB) fits with only 0.8 GB to spare (about 11.2 GB of 12 GB). Quality: close; small differences in fine detail. For better quality, FP8 (10.3 GB) also runs, with about 0.9 GB spilling into system RAM - a little slower, still practical.
Also try the FP8 file (10.3 GB) on NVIDIA GPUs. It does not fit entirely, but a current ComfyUI streams the overflow from RAM and native 8-bit files often beat a small GGUF that does fit. Dynamic VRAM →
01What to download
| Part | File | Folder | Size | |
|---|---|---|---|---|
| Model | boogu-turbo-dit-Q5_1.gguf Q5_1 · realrebelai/Boogu-Image-Turbo_GGUFs | models/unet | 8.6 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 | 19.4 GB | |||
Sizes from Hugging Face, 2026-10-01.
02Every file, on 12 GB
| File | Size | Needed | On this card | Quality | Download |
|---|---|---|---|---|---|
| 16-bit SAFETENSORS · Comfy-Org | 20.6 GB | 23.2 GB | 11.2 GB too big | the original weights | Hugging Face → |
| Q8_0 GGUF · realrebelai | 11.6 GB | 14.2 GB | 2.2 GB too big | practically identical to the original | Hugging Face → |
| FP8 SAFETENSORS · Comfy-Org | 10.3 GB | 12.9 GB | spills 0.9 GB | practically identical to the original | Hugging Face → |
| INT8 SAFETENSORS · Comfy-Org | 11.4 GB | 14.0 GB | spills 2.0 GB | practically identical to the original | Hugging Face → |
| Q5_1 ← GGUF · realrebelai | 8.6 GB | 11.2 GB | fits · 0.8 GB spare | close; small differences in fine detail | Hugging Face → |
| Q4_1 GGUF · realrebelai | 7.4 GB | 10.0 GB | fits · 2.0 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.