Explore the Creative Tasks LoRA Suite (In-Context) This versatile collection of 10 LoRA models is designed to empower creators with unparalleled control over text-to-image generation. Each model is tailored to a specific task, offering creative effects, scene customization, and design-focused workflows. Whether you're creating side-by-side comparisons, immersive vertical storyboards, or dynamic image grids, this suite automatically adjusts layouts based on your chosen resolution, making it seamless to produce professional-quality outputs. Unlock new levels of customization and adaptability for tasks ranging from font design to visual effects, all with detailed settings and prompts to guide you.From the project:In-Context LoRA fine-tunes text-to-image models (e.g., <a target="_blank" rel="ugc" href="https://huggingface.co/black-forest-labs/FLUX.1-dev">FLUX</a>) to generate image sets with customizable intrinsic relationships, optionally conditioned on another set using SDEdit. It can be adapted to a wide range of tasksThis model hub includes In-Context LoRA models across 10 tasks. <a target="_blank" rel="ugc" href="https://huggingface.co/ali-vilab/In-Context-LoRA#model-zoo">MODEL ZOO</a> details these models and their recommend settings. For more details on how these models are trained, please refer to this <a target="_blank" rel="ugc" href="https://arxiv.org/abs/2410.23775">paper</a>.<h2 id="-ybahvwzio"></h2>Below lists 10 In-Context LoRA models and their recommend settings. They provide an <a target="_blank" rel="ugc" href="https://github.com/ali-vilab/In-Context-LoRA/blob/main/workflow/film-storyboard.json">example workflow</a> for <a target="_blank" rel="ugc" href="https://github.com/comfyanonymous/ComfyUI">ComfyUI</a>.TaskModelRecommend SettingsExample Prompt1. Couple Profile Design<code>couple-profile.safetensors</code><code>width: 2048, height: 1024</code><code>This two-part image portrays a couple of cartoon cats in detective attire; [LEFT] a black cat in a trench coat and fedora holds a magnifying glass and peers to the right, while [RIGHT] a white cat with a bow tie and matching hat raises an eyebrow in curiosity, creating a fun, noir-inspired scene against a dimly lit background.</code>2. Film Storyboard<code>film-storyboard.safetensors</code><code>width: 1024, height: 1536</code><code>[MOVIE-SHOTS] In a vibrant festival, [SCENE-1] we find &lt;Leo&gt;, a shy boy, standing at the edge of a bustling carnival, eyes wide with awe at the colorful rides and laughter, [SCENE-2] transitioning to him reluctantly trying a daring game, his friends cheering him on, [SCENE-3] culminating in a triumphant moment as he wins a giant stuffed bear, his face beaming with pride as he holds it up for all to see.</code>3. Font Design<code>font-design.safetensors</code><code>width: 1792, height: 1216</code><code>The four-panel image showcases a playful bubble font in a vibrant pop-art style. [TOP-LEFT] displays "Pop Candy" in bright pink with a polka dot background; [TOP-RIGHT] shows "Sweet Treat" in purple, surrounded by candy illustrations; [BOTTOM-LEFT] has "Yum!" in a mix of bright colors; [BOTTOM-RIGHT] shows "Delicious" against a striped background, perfect for fun, kid-friendly products.</code>4. Home Decoration<code>home-decoration.safetensors</code><code>width: 1344, height: 1728</code><code>This four-panel image showcases a rustic living room with warm wood tones and cozy decor elements; [TOP-LEFT] features a large stone fireplace with wooden shelves filled with books and candles; [TOP-RIGHT] shows a vintage leather sofa draped in plaid blankets, complemented by a mix of textured cushions; [BOTTOM-LEFT] displays a corner with a wooden armchair beside a side table holding a steaming mug and a classic book; [BOTTOM-RIGHT] captures a cozy reading nook with a window seat, a soft fur throw, and decorative logs stacked neatly.</code>5. Portrait Illustration<code>portrait-illustration.safetensors</code><code>width: 1152, height: 1088</code><code>This two-panel image presents a transformation from a realistic portrait to a playful illustration, capturing both detail and artistic flair; [LEFT] the photograph shows a woman standing in a bustling marketplace, wearing a wide-brimmed hat, a flowing bohemian dress, and a leather crossbody bag; [RIGHT] the illustration panel exaggerates her accessories and features, with the bohemian dress depicted in vibrant patterns and bold colors, while the background is simplified into abstract market stalls, giving the scene an animated and lively feel.</code>6. Portrait Photography<code>portrait-photography.safetensors</code><code>width: 1344, height: 1728</code><code>This [FOUR-PANEL] image illustrates a young artist's creative process in a bright and inspiring studio; [TOP-LEFT] she stands before a large canvas, brush in hand, adding vibrant colors to a partially completed painting, [TOP-RIGHT] she sits at a cluttered wooden table, sketching ideas in a notebook with various art supplies scattered around, [BOTTOM-LEFT] she takes a moment to step back and observe her work, adjusting her glasses thoughtfully, and [BOTTOM-RIGHT] she experiments with different textures by mixing paints directly on the palette, her focused expression showcasing her dedication to her craft.</code>7. PPT Template<code>ppt-templates.safetensors</code><code>width: 1984, height: 1152</code><code>This four-panel image showcases a rustic-themed PowerPoint template for a culinary workshop; [TOP-LEFT] introduces "Farm to Table Cooking" in warm, earthy tones; [TOP-RIGHT] organizes workshop sections like "Ingredients," "Preparation," and "Serving"; [BOTTOM-LEFT] displays ingredient lists for seasonal produce; [BOTTOM-RIGHT] includes chef profiles with short bios.</code>8. Sandstorm Visual Effect<code>sandstorm-visual-effect.safetensors</code><code>width: 1408, height: 1600</code><code>[SANDSTORM-PSA] This two-part image showcases the transformation of a cyclist through a sandstorm visual effect; [TOP] the upper panel features a cyclist in vibrant gear pedaling steadily on a clear, open road with a serene sky in the background, highlighting focus and determination, [BOTTOM] the lower panel transforms the scene as the cyclist becomes enveloped in a fierce sandstorm, with sand particles swirling intensely around the bike and rider against a stormy, darkened backdrop, emphasizing chaos and power.</code>9. Sparklers Visual Effect<code>sparklers-visual-effect.safetensors</code><code>width: 960, height: 1088</code><code>[REAL-SPARKLERS-OVERLAYS] The two-part image vividly illustrates a woodland proposal transformed by sparkler overlays; [TOP] the first panel depicts a man kneeling on one knee with an engagement ring before his partner in a forest clearing at dusk, with warm, natural lighting, [BOTTOM] while the second panel introduces glowing sparklers that form a heart shape around the couple, amplifying the romance and joy of the moment.</code>10. Visual Identity Design<code>visual-identity-design.safetensors</code><code>width: 1472, height: 1024</code><code>The two-panel image showcases the joyful identity of a produce brand, with the left panel showing a smiling pineapple graphic and the brand name “Fresh Tropic” in a fun, casual font on a light aqua background; [LEFT] while the right panel translates the design onto a reusable shopping tote with the pineapple logo in black, held by a person in a market setting, emphasizing the brand’s approachable and eco-friendly vibe.</code>

Creative Effects & Design LoRA Pack (In Context LORA)

Portrait IllustrationEach pair of images is generated with In-Context LoRA, aiming to maintain consistent identity, clothing, expression, similar pose, and atmosphere between the ‘before’ and ‘after’ illustration versions. Instead of directly replicating the original photo, the illustration enhances key features with added expressive emphasis.Prompt: “This image pair presents a transformation from a realistic portrait to a playful illustration, capturing both detail and artistic flair; [IMAGE1] the photograph shows a woman standing in a bustling marketplace, wearing a wide-brimmed hat, a flowing bohemian dress, and a leather crossbody bag; [IMAGE2] the illustration version exaggerates her accessories and features, with the bohemian dress depicted in vibrant patterns and bold colors, while the background is simplified into abstract market stalls, giving the scene an animated and lively feel.” Prompt: “The image pair highlights a transformation from a high-fashion portrait to an artistic interpretation, capturing elegance in both styles; [IMAGE1] the photo shows a woman wearing a sleek black dress with lace details, posing against a white studio backdrop, her hair styled in an intricate updo; [IMAGE2] the illustration reimagines her as a stylized figure, with the lace details transformed into bold, intricate patterns and her hair exaggerated into voluminous curls, while the background is simplified into a gradient of soft, muted colors, enhancing the contrast between her formal attire and the artistic rendering.” Prompt: “This image pair captures a transformation from a street-style photograph to a dynamic digital illustration; [IMAGE1] the photo shows a person wearing a colorful windbreaker jacket, ripped jeans, and white sneakers, walking along a busy city street with a skateboard tucked under their arm; [IMAGE2] the illustration simplifies the background into bold, abstract shapes, while the figure’s outfit is brightened with more vibrant colors and their pose is exaggerated, giving the image a sense of movement and energy that contrasts with the stillness of the photograph.”

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