Diffusers
Safetensors
OrbitQuantComponentArtifact
orbitquant
quantized
diffusion-transformer
8-bit precision
Instructions to use WaveCut/FLUX.2-klein-4B-OrbitQuant-W4A4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/FLUX.2-klein-4B-OrbitQuant-W4A4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("WaveCut/FLUX.2-klein-4B-OrbitQuant-W4A4", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| { | |
| "prompt_pack": "image_visual_v2", | |
| "media_type": "image", | |
| "target_policy": "flux2", | |
| "prompts": [ | |
| { | |
| "id": "simple-object", | |
| "title": "01 Fine-detail astrolabe", | |
| "category": "fine_detail", | |
| "prompt": "A museum-grade macro photograph of a single ornate brass astronomical clock, covered with interlocking gears, engraved constellations, enamel moon phases, hair-thin hands, tiny screws, worn gilt edges, and dust caught in the mechanisms; dramatic Rembrandt lighting, black velvet background, extreme material detail, large-format photography, every cog mechanically coherent" | |
| }, | |
| { | |
| "id": "two-object-composition", | |
| "title": "02 Layered character composition", | |
| "category": "layered_character_composition", | |
| "prompt": "A lacquered white android and an elderly watchmaker facing each other across a crowded Art Nouveau workshop, jointly repairing a mechanical hummingbird; the android is on the left, the watchmaker on the right, the bird centered between them, hundreds of tools and clock parts in the midground, rain and a tram visible through the window, coherent mirror reflections, cinematic tungsten and cyan light, intricate faces and hands, editorial realism" | |
| }, | |
| { | |
| "id": "counting", | |
| "title": "03 Exact counting and choreography", | |
| "category": "counting_and_choreography", | |
| "prompt": "Exactly seven masked dancers performing on seven separate illuminated platforms inside a vast flooded opera house, no extra dancers; alternating crimson and ivory costumes from left to right, each dancer in a distinct pose, balconies reflected in the water, floating candles, volumetric stage haze, baroque theatrical photography, sharp foreground and readable background architecture" | |
| }, | |
| { | |
| "id": "color-binding", | |
| "title": "04 Dense color and object binding", | |
| "category": "dense_color_binding", | |
| "prompt": "An elaborate surreal fashion tableau with three models: the left model wears a cobalt-blue coat and holds a yellow glass sphere, the center model wears a saffron dress and holds a green ceramic pyramid, the right model wears an emerald suit and holds a red velvet cube; rococo greenhouse, rare orchids, patterned tile floor, prismatic sunlight, magazine-cover precision, preserve every color-object pairing" | |
| }, | |
| { | |
| "id": "spatial-relationship", | |
| "title": "05 Nested spatial relationships", | |
| "category": "nested_spatial_relationships", | |
| "prompt": "A meticulous cutaway diorama of a vertical city: a glass greenhouse sits directly above a silver subway car, a red fox stands inside the greenhouse beneath a hanging moon lamp, a violinist waits below the subway platform, and a yellow airship passes behind the entire structure; isometric perspective, architectural-section drawing mixed with photoreal materials, dozens of tiny rooms, stairs and people, clean depth" | |
| }, | |
| { | |
| "id": "long-prompt", | |
| "title": "06 Cinematic night-market panorama", | |
| "category": "cinematic_panorama", | |
| "prompt": "A sweeping cinematic panorama of a rain-soaked floating night market at blue hour: in the foreground a chef plates translucent dumplings under a red silk canopy; in the midground children chase paper lanterns across narrow bridges while merchants unload exotic fruit from wooden boats; in the background a terraced megacity rises through mist beneath a storm, with hundreds of warm windows, wet reflections, steam, umbrellas, ropes and signage; deep focus, anamorphic highlights, realistic faces, coherent perspective, painterly color grading with documentary-level detail" | |
| }, | |
| { | |
| "id": "english-text-rendering", | |
| "title": "07 Editorial Latin typography", | |
| "category": "latin_typography", | |
| "prompt": "A sophisticated Swiss International Style exhibition poster photographed behind slightly reflective museum glass, with the exact large headline \"ORBIT QUANT\" and the exact smaller subtitle \"DATA WITHOUT CALIBRATION\"; strict modular grid, red, black and white screenprint, tiny registration marks, embossed paper fibers, sharp letterforms, dramatic gallery shadows, no other text" | |
| }, | |
| { | |
| "id": "cyrillic-text-rendering", | |
| "title": "08 Russian Constructivist typography", | |
| "category": "russian_typography", | |
| "prompt": "A richly detailed Russian Constructivist science-fiction poster with the exact Cyrillic headline \"КВАНТОВАЯ ОРБИТА\", the exact subtitle \"МОСКВА 2049\", and a small exact stamp \"КВАНТОВАНИЕ\"; diagonal red and black geometry, cream paper, cosmonaut portrait, orbital diagrams, halftone grain, folded corners, layered ink, museum archival photograph, all letters crisp and correctly ordered" | |
| }, | |
| { | |
| "id": "style-heavy", | |
| "title": "09 Japanese typography and mixed style", | |
| "category": "japanese_typography", | |
| "prompt": "An elaborate Japanese art magazine cover combining Edo woodblock printing with a futuristic Tokyo skyline, with the exact vertical title \"量子の軌道\" and the exact subtitle \"東京の未来\"; giant indigo waves curl around glass towers, red-crowned cranes cross a gold moon, tiny pedestrians and trains fill the lower streets, visible washi fibers, layered spot colors, precise Japanese glyphs, balanced editorial layout" | |
| }, | |
| { | |
| "id": "occlusion-reflection", | |
| "title": "10 Chinese typography, reflection, occlusion", | |
| "category": "chinese_typography_reflection_occlusion", | |
| "prompt": "A luxurious Chinese retro-futurist department-store window at night with the exact gold title \"量子轨道\" and the exact red subtitle \"未来之城\"; a curved chrome robot is partly occluded by peonies and blue-and-white porcelain, the calligraphy and neon street must appear coherently reflected across its body, multiple glass layers, silk textures, passing bicycles, cinematic rain, fine product-photography detail" | |
| } | |
| ] | |
| } | |