cappuccinoimage is a HiDream-O1-Image-based, supertuned MLX text-to-image checkpoint for local image generation. It is not an official HiDream.ai release. The upstream HiDream-O1-Image code and model weights are licensed under the MIT License.
Quick Start
Download the repository, then point a compatible local MLX generation runner at the downloaded model directory.
The examples below use full, UniPC, guidance_scale=5.0, and shift=3.0.
Examples
Example 1
Prompt: Editorial interior photograph of a cozy winter living room, mustard-yellow sofa, brick fireplace, traditional framed artwork, textured armchair, layered rugs, soft amber window light, realistic materials, carefully balanced composition.
example_01_living_room
Size: 2304x1728
Steps: 50
Seed: 4101
Example 2
Prompt: High-end studio flat lay of a blue frosted celebration cake with rainbow sprinkles and a single candle, pastel pink background, clean product-photography lighting, crisp frosting texture, playful color contrast.
example_02_blue_cake
Size: 2048x2048
Steps: 50
Seed: 4102
Example 3
Prompt: Gallery-quality abstract watercolor painting with translucent red, cobalt blue, and warm orange swirls, delicate paper grain, controlled pigment blooms, elegant negative space, modern fine-art composition.
example_03_watercolor
Size: 2048x2048
Steps: 50
Seed: 4103
Example 4
Prompt: Black-and-white cinematic film noir street scene, sharply dressed man standing under rain-slick city lights, glowing neon sign in the background, dramatic shadows, misty atmosphere, classic 35mm still-frame look.
example_04_film_noir
Size: 2304x1728
Steps: 50
Seed: 4104
Example 5
Prompt: Wide cinematic science-fiction landscape with glowing alien plants, crystalline ground, a lone explorer in a spacesuit, distant futuristic city, purple twilight sky, strong depth, luminous environmental detail.
example_05_alien_landscape
Size: 2560x1440
Steps: 50
Seed: 4105
Step Comparison
Same prompt, size, seed, scheduler, guidance, and shift. Only the step count changes.
Example 6
Prompt: Anime-inspired fashion portrait in a neon Las Vegas casino, androgynous model in a tailored white rabbit-themed jacket, playing-card accessories, glossy magazine lighting, vibrant nightlife background, polished character design.
Prompt: Anime-inspired fashion portrait in a neon Las Vegas casino, androgynous model in a tailored white rabbit-themed jacket, playing-card accessories, glossy magazine lighting, vibrant nightlife background, polished character design.
Prompt: Anime-inspired fashion portrait in a neon Las Vegas casino, androgynous model in a tailored white rabbit-themed jacket, playing-card accessories, glossy magazine lighting, vibrant nightlife background, polished character design.
Same prompt, size, scheduler, guidance, shift, and step count. Only the seed changes.
Example 9
Prompt: Anime-inspired fashion portrait in a neon Las Vegas casino, androgynous model in a tailored white rabbit-themed jacket, playing-card accessories, glossy magazine lighting, vibrant nightlife background, polished character design.
Prompt: High-resolution landscape photograph of a turquoise alpine lake framed by tall pine trees and snow-capped mountains, clear sunny sky, crisp reflections, natural color grading, expansive travel-photography composition.
example_10_mountain_lake
Size: 2560x1440
Steps: 50
Seed: 4210
Example 11
Prompt: Editorial fashion photograph of a short-haired model wearing a flowing emerald-green dress outdoors under a bright blue sky, clean styling, natural movement in the fabric, refined magazine lighting.
example_11_green_dress_fashion
Size: 1440x2560
Steps: 50
Seed: 4211
Example 12
Prompt: Minimalist studio product photograph of a matte red-and-orange ceramic bottle with intricate surface patterning, placed on a curved pedestal, warm directional lighting, soft shadows, premium design-catalog styling.
example_12_ceramic_bottle
Size: 2048x2048
Steps: 50
Seed: 4212
Example 13
Prompt: Fine-art profile portrait of a woman with flowing blonde hair dissolving into a starry galaxy, gold light particles woven through the hair, deep blue circular backdrop, ethereal atmosphere, elegant photographic detail.
example_13_galaxy_portrait
Size: 1440x2560
Steps: 50
Seed: 4213
Example 14
Prompt: Cinematic cyberpunk fashion portrait of a pale woman with blue eyes, short asymmetrical hair, bold black eyeliner, neon red city lights, high-detail styling, shallow depth of field, dramatic night atmosphere.
example_14_cyberpunk_portrait
Size: 1440x2560
Steps: 50
Seed: 4214
Example 15
Prompt: Soft high-key anime-inspired portrait with a clean white theme, delicate layered clothing, gentle expression, bright studio lighting, subtle fabric texture, polished character illustration, calm minimalist composition.
Prompt: Candid editorial portrait of a young woman relaxing in a leather cinema seat, tied white shirt, wide-leg jeans, gold necklace, long dark hair, soft screen-glow lighting, shallow-depth 85mm fashion-photography look.
The prompt agent uses cappuccinodense to expand a short input prompt before image generation.
Same size, seed, step count, scheduler, guidance, and shift. The second image uses the prompt rewritten at example-generation time.
Example 17 - Input Prompt
Prompt: cat on the desk
example_17_prompt_agent_input_cat_on_desk
Size: 2048x2048
Steps: 50
Seed: 4301
Example 18 - Prompt Agent Rewrite
Prompt: A photorealistic close-up of a fluffy orange tabby cat curled up asleep on a wooden desk, bathed in warm afternoon sunlight streaming through a nearby window. The cat’s soft fur is detailed with natural texture, its paws tucked under its body, eyes closed peacefully. The desk surface shows subtle wood grain, with a few scattered items: a ceramic coffee mug, a leather-bound notebook, and a pair of reading glasses. Shallow depth of field keeps the cat in sharp focus while the background softly blurs into a cozy home office setting. Shot on 85mm lens, natural lighting, cinematic composition, warm color grading, high detail, 4K quality.
