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23 changes: 23 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -173,6 +173,29 @@ Currently supported models:
- FLUX.2 Klein 4B (4-step distilled)
- LTX-2.3 Video (with audio)

### Choosing an image model: SDXL vs FLUX.2

Same prompt, same seed, 1024x1024, measured on an RTX 5060 Ti 16GB:

> "A retro 1970s radio station studio interior, warm wood panels,
> vinyl records on the walls, soft neon glow, detailed illustration"

| Model | Settings | Load | Warm generation | Peak VRAM |
|---|---|---|---|---|
| SDXL | 50 steps, CFG 7.5 | 45 s | **20 s** | 12.7 GB |
| FLUX.2 Klein 4B | 4 steps, guidance-free | 32 s | 48 s | **8.2 GB** |

SDXL is over twice as fast per image, but FLUX.2's prompt adherence
and coherence are in a different class — SDXL melts the speaker
stacks and turns the wall records into neon smears, while FLUX.2
draws the studio you asked for (SDXL left, FLUX.2 right):

![SDXL vs FLUX.2, same prompt and seed](man/figures/sdxl_vs_flux2_radio_studio.jpg)

Rule of thumb: reach for FLUX.2 unless you need images in bulk and
fast more than you need them right. Note FLUX.2 Klein is
guidance-free, so negative prompts do not apply.

### Downloading Models

Models are automatically downloaded from HuggingFace on first use. For gated models (like FLUX.1-schnell), you need to:
Expand Down
Binary file added man/figures/sdxl_vs_flux2_radio_studio.jpg
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