Instructions to use WaveCut/ideogram-4-sdnq-uint4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/ideogram-4-sdnq-uint4 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/ideogram-4-sdnq-uint4", 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
- Local Apps Settings
- Draw Things
- DiffusionBee
| [ | |
| { | |
| "id": "editorial_watch_photo", | |
| "seed": 4101, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A photorealistic editorial product photograph of a transparent mechanical wristwatch resting on a wet black stone slab, with tiny engraved labels visible on the dial.", | |
| "style_description": { | |
| "aesthetics": "luxury, precise, tactile, high contrast, realistic micro-detail", | |
| "lighting": "large softbox from upper left, thin rim light, controlled glossy reflections", | |
| "photo": "100mm macro lens, f/8, focus stacked, Hasselblad medium-format look", | |
| "medium": "photograph", | |
| "color_palette": ["#070707", "#D9D1BD", "#9CC7CF", "#E6E6E6", "#2B2B2B"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A dark studio setup with a wet black stone slab, fine water droplets, and soft reflections fading into a neutral charcoal backdrop.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [170, 170, 800, 820], "desc": "A transparent mechanical wristwatch with visible gears, brushed titanium case, sapphire crystal, realistic refractions, and shallow scratches on the metal."}, | |
| {"type": "text", "bbox": [395, 400, 475, 605], "text": "OPEN WORKS", "desc": "Tiny engraved uppercase dial text following the curve of the watch face, crisp but naturally printed on metal."}, | |
| {"type": "text", "bbox": [720, 240, 780, 760], "text": "CALIBRE 04", "desc": "Small technical label etched into the wet stone reflection, subtle and readable."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "risograph_botanical_poster", | |
| "seed": 4102, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A layered risograph botanical exhibition poster with bold overprint textures and clean typographic hierarchy.", | |
| "style_description": { | |
| "aesthetics": "graphic, tactile, imperfect registration, gallery poster, bold negative space", | |
| "lighting": "flat scanned-paper lighting with visible ink grain", | |
| "medium": "graphic_design", | |
| "art_style": "two-color risograph print, rough halftone grain, offset ink overlap", | |
| "color_palette": ["#0E3B2E", "#F05A28", "#F3E9CF", "#1F1F1F"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "Warm cream paper with visible fibers, subtle scanner shadow at the edges, and a dark green border.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [210, 120, 760, 870], "desc": "A dense arrangement of stylized fern leaves and seed pods printed in dark green with orange overprint shadows."}, | |
| {"type": "text", "bbox": [70, 95, 185, 905], "text": "NIGHT GARDEN", "desc": "Large condensed uppercase title across the top, dark green ink with slight orange misregistration."}, | |
| {"type": "text", "bbox": [820, 180, 900, 820], "text": "BOTANICAL STUDIES 2026", "desc": "Small footer caption in neat monospaced type, aligned to the bottom margin."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "cyrillic_cafe_menu", | |
| "seed": 4103, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A cozy Moscow cafe menu board photographed straight-on, testing clean Cyrillic typography in chalk and printed labels.", | |
| "style_description": { | |
| "aesthetics": "warm, realistic, inviting, handcrafted, legible Cyrillic signage", | |
| "lighting": "soft morning window light, gentle tungsten fill, mild chalkboard glare", | |
| "photo": "35mm documentary photograph, straight-on composition, natural lens distortion", | |
| "medium": "photograph", | |
| "color_palette": ["#2B2118", "#F4E6C8", "#C47A3C", "#FFFFFF", "#5F7A61"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A small cafe wall with dark wood shelves, ceramic cups, a chalkboard menu, and a few paper pastry labels pinned below.", | |
| "elements": [ | |
| {"type": "text", "bbox": [105, 130, 205, 870], "text": "УТРО В ГОРОДЕ", "desc": "Large Cyrillic chalk title, all caps, centered on the board, readable and slightly imperfect."}, | |
| {"type": "text", "bbox": [280, 170, 610, 840], "text": "кофе 220\nсырники 360\nкаша 290", "desc": "Three-line Cyrillic menu in white chalk, aligned left, with prices clearly separated."}, | |
| {"type": "text", "bbox": [735, 210, 815, 800], "text": "сегодня: вишнёвый пирог", "desc": "Small handwritten Cyrillic paper label under the board, readable but naturally casual."}, | |
| {"type": "obj", "bbox": [650, 90, 930, 930], "desc": "Wooden counter edge with a cappuccino, a linen napkin, and a slice of cherry pie on a ceramic plate."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "brutalist_architecture", | |
| "seed": 4104, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A cinematic architectural photograph of a brutalist library atrium with tiny wayfinding signs and people for scale.", | |
| "style_description": { | |
| "aesthetics": "monumental, quiet, realistic, geometric, concrete texture", | |
| "lighting": "late afternoon sun shafts through skylights, cool shadows, warm highlights", | |
| "photo": "24mm tilt-shift architectural lens, high dynamic range, crisp verticals", | |
| "medium": "photograph", | |
| "color_palette": ["#B8B0A1", "#3D4142", "#E0C06A", "#6E7C87", "#1C1C1C"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A vast concrete atrium with suspended walkways, angular skylights, book stacks, and polished stone floors.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [80, 80, 910, 930], "desc": "Layered brutalist balconies and concrete ribs forming a deep central perspective."}, | |
| {"type": "text", "bbox": [390, 150, 455, 315], "text": "READING HALL", "desc": "Small black wayfinding sign with clean white uppercase type mounted on concrete."}, | |
| {"type": "text", "bbox": [600, 700, 650, 875], "text": "LEVEL 04", "desc": "Tiny yellow floor label on a distant balcony, legible but integrated."}, | |
| {"type": "obj", "bbox": [665, 400, 850, 620], "desc": "Three small visitors walking across the floor, casting long shadows."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "ink_manga_rain", | |
| "seed": 4105, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A dramatic black-and-white manga splash page of a courier cycling through rain, with sound effects and shop signage.", | |
| "style_description": { | |
| "aesthetics": "kinetic, high contrast, rain-soaked, expressive, detailed linework", | |
| "lighting": "night street lighting rendered as stark white highlights and deep ink shadows", | |
| "medium": "illustration", | |
| "art_style": "manga ink drawing, screentone gradients, speed lines, hand-lettered effects", | |
| "color_palette": ["#FFFFFF", "#111111", "#777777", "#D7D7D7"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A dense urban alley in heavy rain, storefront awnings, puddles, electrical wires, and diagonal speed lines.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [220, 190, 875, 780], "desc": "A raincoat-wearing bicycle courier leaning hard into a turn, wheels spraying water, dynamic foreshortening."}, | |
| {"type": "text", "bbox": [90, 90, 220, 350], "text": "WHOOSH", "desc": "Large hand-lettered sound effect integrated into the rain and speed lines."}, | |
| {"type": "text", "bbox": [160, 650, 245, 910], "text": "OPEN 24H", "desc": "Small glowing shop sign in block letters, partly reflected in puddles."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "museum_clay_render", | |
| "seed": 4106, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A polished 3D clay render of a museum diorama showing a future Arctic research station with labeled miniature modules.", | |
| "style_description": { | |
| "aesthetics": "clean, miniature, educational, soft, premium exhibition design", | |
| "lighting": "large overhead museum softbox, ambient occlusion, gentle contact shadows", | |
| "medium": "3d_render", | |
| "art_style": "matte clay render, isometric diorama, subtle bevels, toy-like scale", | |
| "color_palette": ["#F0F0E8", "#B9D7E8", "#F2B84B", "#394B59", "#FFFFFF"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A square museum plinth with snowy terrain, ice ridges, and a glass display cover implied by faint reflections.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [230, 210, 760, 820], "desc": "A modular Arctic research station with rounded white pods, solar panels, antennae, and tiny tracked vehicles."}, | |
| {"type": "text", "bbox": [120, 145, 185, 470], "text": "ARCTIC NODE", "desc": "Museum label title printed on the front edge of the plinth, dark gray sans-serif."}, | |
| {"type": "text", "bbox": [785, 560, 850, 845], "text": "SOLAR ARRAY", "desc": "Tiny technical callout label with a thin pointer line toward the solar panels."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "food_packaging_label", | |
| "seed": 4107, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A realistic premium chocolate bar packaging mockup with layered foil, embossed typography, and ingredient microcopy.", | |
| "style_description": { | |
| "aesthetics": "premium, appetizing, tactile, elegant, realistic packaging", | |
| "lighting": "warm studio strip lights creating controlled foil highlights", | |
| "photo": "70mm product photography, three-quarter angle, crisp shadows, commercial retouching", | |
| "medium": "photograph", | |
| "color_palette": ["#4A1F16", "#D7A94B", "#F7EFE2", "#1E1A18", "#8C3A2B"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A warm stone tabletop with cocoa powder dust, roasted hazelnuts, and a folded piece of gold foil.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [210, 160, 820, 835], "desc": "A dark chocolate bar wrapper, partly opened, with embossed gold foil and visible chocolate squares."}, | |
| {"type": "text", "bbox": [300, 255, 470, 760], "text": "NOIR 72%", "desc": "Large embossed serif product name in metallic gold on the wrapper."}, | |
| {"type": "text", "bbox": [530, 310, 620, 720], "text": "hazelnut • sea salt • cacao nib", "desc": "Small ingredient line in cream ink, readable and aligned under the title."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "fantasy_map_typography", | |
| "seed": 4108, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A hand-painted fantasy map on parchment with readable place names, compass ornament, and coastal illustrations.", | |
| "style_description": { | |
| "aesthetics": "adventurous, ornate, aged, cartographic, storybook", | |
| "lighting": "flat archival scan with slight parchment waviness and warm edge darkening", | |
| "medium": "painting", | |
| "art_style": "watercolor and ink fantasy cartography, fine calligraphy, engraved coastline marks", | |
| "color_palette": ["#E9D7A6", "#4E6B4C", "#2F4B6B", "#8A5A2B", "#1F1712"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "Aged parchment with hand-drawn mountains, forests, rivers, dotted travel routes, and inked coastlines.", | |
| "elements": [ | |
| {"type": "text", "bbox": [220, 315, 305, 650], "text": "Elder Coast", "desc": "Elegant map calligraphy following the curve of a bay, readable and inked in dark brown."}, | |
| {"type": "text", "bbox": [530, 560, 610, 790], "text": "Moon Gate", "desc": "Small calligraphic city label beside a walled port symbol."}, | |
| {"type": "text", "bbox": [760, 100, 850, 330], "text": "North", "desc": "Compass rose label beside an ornate compass star."}, | |
| {"type": "obj", "bbox": [300, 130, 780, 870], "desc": "Mountains, forests, a serpentine river, a ship illustration, and dotted trade route marks."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "streetwear_lookbook", | |
| "seed": 4109, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A fashion lookbook cover photograph for a streetwear collection, with crisp cover typography and realistic fabric textures.", | |
| "style_description": { | |
| "aesthetics": "urban, editorial, confident, modern, magazine cover", | |
| "lighting": "overcast daylight with soft fill, wet pavement reflections", | |
| "photo": "50mm fashion editorial lens, full-body portrait, muted city colors", | |
| "medium": "photograph", | |
| "color_palette": ["#101820", "#EDEBE3", "#BFC7C9", "#7A1E2C", "#4C5B61"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A quiet city side street after rain, concrete walls, steel shutters, and reflective asphalt.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [180, 330, 890, 710], "desc": "A model wearing an oversized cream technical jacket, black cargo trousers, red knit cap, and layered accessories."}, | |
| {"type": "text", "bbox": [80, 80, 190, 930], "text": "URBAN WEATHER", "desc": "Large magazine cover title in clean condensed uppercase letters across the top."}, | |
| {"type": "text", "bbox": [835, 120, 900, 880], "text": "LOOKBOOK 04", "desc": "Small footer text spaced widely, aligned along the bottom edge."} | |
| ] | |
| } | |
| } | |
| }, | |
| { | |
| "id": "scientific_cutaway", | |
| "seed": 4110, | |
| "height": 1024, | |
| "width": 1024, | |
| "caption": { | |
| "high_level_description": "A detailed scientific cutaway illustration of a compact fusion battery prototype with annotated parts and clean technical typography.", | |
| "style_description": { | |
| "aesthetics": "precise, futuristic, educational, clean, high-detail engineering", | |
| "lighting": "neutral white studio lighting with subtle blue glow from the device core", | |
| "medium": "illustration", | |
| "art_style": "technical cutaway illustration, vector-like linework with soft 3D shading", | |
| "color_palette": ["#F7F8FA", "#1E2A33", "#2FA7C9", "#F0C74A", "#707A83"] | |
| }, | |
| "compositional_deconstruction": { | |
| "background": "A clean off-white technical poster background with faint grid lines and small registration marks.", | |
| "elements": [ | |
| {"type": "obj", "bbox": [210, 210, 780, 780], "desc": "A cylindrical compact fusion battery shown in cutaway, with glowing blue core, layered shielding, coolant channels, and brass connector rings."}, | |
| {"type": "text", "bbox": [90, 115, 175, 600], "text": "COMPACT FUSION CELL", "desc": "Main technical title in crisp uppercase sans-serif type."}, | |
| {"type": "text", "bbox": [330, 705, 390, 940], "text": "coolant loop", "desc": "Small annotation label with a thin leader line pointing to blue channels."}, | |
| {"type": "text", "bbox": [610, 80, 675, 330], "text": "field coil", "desc": "Small annotation label with a leader line pointing to the copper coil."} | |
| ] | |
| } | |
| } | |
| } | |
| ] | |