YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
The Floating Monastery — FLUX.2 [klein] 9B suite: stills, cinematic cuts, live wallpaper loop
Everything in this repository was generated on 2026-09-17/18 with FLUX.2 [klein] base 9B (fp8) — one 8162-word mega prompt, distilled to a 710-token master prompt, rendered as an 8-shot landscape suite, cut into two cinematic films, and forged into a seamless 2560×1600 live-wallpaper loop.
Gallery
 |
 |
| 50-step local hero render | rain & red lightning (seed 2026) |
 |
 |
| wide vista (seed 33) | village at dusk (seed 808) |
What's inside
gallery/stills/ 8 landscape stills (1344×768, 42 steps) + hero renders
gallery/prompt-ab/ distillation proof: 8162-word mega vs distilled variants
video/ two cinematic cuts (61s, 94s) + seamless wallpaper loop (89s)
prompts/ the exact distilled prompts (prose + JSON)
docs/ method + receipts (sha256 for every asset)
Pipeline
- Mega prompt (8162 words) — every visual element named.
- Distillation to 710 tokens — flowing prose, Subject → Setting → Details →
Lighting → Atmosphere, no tag lists, no negatives (FLUX.2 has none).
Rules + gates:
docs/DISTILL-METHOD.md. - Generation — fp8 base 9B, local (RTX 5070 Laptop, sequential CPU offload)
and on a ZeroGPU Space (
szg74/flux2-klein-base-9b-fp8-demo). - Motion — aspect-safe Ken Burns clips → crossfades → ambient bed (normalized −27 LUFS) → QC gate (streams + loudness + frame sheet).
- Wallpaper — palindrome edit (forward shots + reversed pass with inverted motions) lands the final frame exactly on the opening framing: first/last frame mean abs diff 2.37/255. Encoded 2560×1600, 24 fps, crf 26, no audio.
Verify it yourself
# loop seam
ffmpeg -ss 0 -i floating-monastery-loop.mp4 -frames:v 1 first.png
ffmpeg -sseof -0.1 -i floating-monastery-loop.mp4 -frames:v 1 last.png
# receipts
cat docs/receipts/*.receipt.json
Receipts
Every still, cut and loop carries a JSON receipt with seed, steps, prompt hash
and output sha256. Full log: docs/RECEIPT-mega-test.md.
License
FLUX.2 [klein] 9B is released under the FLUX Non-Commercial License. Generated outputs in this repository are provided for non-commercial use only, consistent with the model license. See black-forest-labs/FLUX.2-klein-base-9B.
Links
- Space (generate with the distilled prompt): https://huggingface.co/spaces/szg74/flux2-klein-base-9b-fp8-demo