Stable Diffusion 3.5 Large Turbo出图实测

先看一下Stability AI的官方简介吧：

●Stable Diffusion 3.5 Large

At 8 billion parameters, with superior quality and prompt adherence, this base model is the most powerful in the Stable Diffusion family. This model is ideal for professional use cases at 1 megapixel resolution.

该基本型号拥有 80 亿个参数，质量上乘，使用迅速，是 Stable Diffusion 系列中功能最强大的型号。该型号适用于 100 万像素分辨率的专业应用案例。

●Stable Diffusion 3.5 Large Turbo

A distilled version of Stable Diffusion 3.5 Large generates high-quality images with exceptional prompt adherence in just 4 steps, making it considerably faster than Stable Diffusion 3.5 Large.

Stable Diffusion 3.5 Large 的精简版只需 4 个步骤就能生成高质量的图像，并具有出色的及时性，速度比 Stable Diffusion 3.5 Large 快得多。

今天用sd3.5_large_turbo.safetensors模型，用上一篇文章同样的提示词，再出一遍图，看一下有哪些变化。图片均为ComfyUI直出，无任何修饰。ComfyUI工作流如下图：

01.海外仙山

一座飘浮在云海之上的神仙居住的宫殿群，宫殿群若隐若现，建筑风格为中国传统建筑样式。

A palace complex floating above the sea of clouds inhabited by gods and goddesses, the palace complex is hidden from view, and the architectural style is the traditional Chinese architectural style.

02.产品广告-美容产品

为一款新的奢华护肤精华素设计一个优雅的广告。画面应展示一个玻璃瓶装的精华液，瓶身以金色为主色调，置于大理石表面。瓶子旁边应该有一片完美的玫瑰花瓣，象征着美丽和精致。背景应该是柔和的渐变色，从乳白色到浅粉色，营造出一种平静而奢华的氛围。广告中应包括一位皮肤无瑕、光彩照人的模特，用滴管涂抹精华液，突出产品的功效和高端品质。

Design an elegant advertisement for a new luxury skincare serum. The image should showcase a glass bottle of the serum with golden accents, placed on a marble surface. Beside the bottle, there should be a single, perfect rose petal, symbolizing beauty and delicacy. The background should be a soft, gradient from cream to light pink, creating a calming and luxurious atmosphere. The ad should include a model with flawless, radiant skin, applying the serum with a dropper, highlighting the product’s effectiveness and high-end quality.

03.环保品牌-LOGO设计

为一个新的生态友好和可持续生活方式品牌设计一个徽标。设计应传达一种自然和环境责任感。包括一个与品牌名称交织在一起的绿叶元素，品牌名称应以简洁、现代的无衬线字体书写。配色方案应采用深浅不一的绿色和大地色调，以强调品牌的生态意识。徽标应简单易记，适用于有机产品、包装和品牌网站。

Create a logo for a new eco-friendly and sustainable lifestyle brand. The design should convey a sense of nature and environmental responsibility. Include a green leaf element that is intertwined with the brand name, which should be written in a clean, modern sans-serif font. The color scheme should be various shades of green and earth tones to emphasize the brand’s eco-conscious ethos. The logo should be simple yet memorable, suitable for use on organic products, packaging, and the brand’s website.

04.风景场景-秋天的森林

描绘一幅生动的秋林景色，迸发出秋天的色彩。景色应该是由红色、橙色和黄色树叶组成的挂毯，再点缀一些常青树，形成鲜明对比。一条蜿蜒的小路穿过森林，邀请观者进入森林的中心。光线穿过树林，在地面上形成斑驳的效果，突出了落叶。远处，一条小溪在光滑的石头上潺潺流过，为原本静止的场景增添了动感。

Paint a vivid autumn forest scene, bursting with the colors of fall. The landscape should be a tapestry of red, orange, and yellow leaves, with a few evergreens sprinkled in for contrast. A winding path leads through the forest, inviting the viewer into the heart of the woods. The light filtering through the trees creates a dappled effect on the ground, highlighting the fallen leaves. In the distance, a small brook gurgles over smooth stones, adding a sense of movement to the otherwise still scene.

05.科幻-游戏世界

为科幻射击游戏关卡创建一个未来主义场景，场景设定在外星球上。场景应描述一个废弃的飞船坠毁现场，碎片散落在一片荒芜的土地上。环境崎岖不平，岩石参差不齐，远处的火山冒出滚滚浓烟。天空是紫色和红色的超现实混合色，暗示着有毒的大气层。画面中还包括一群携带先进武器的外星拾荒者，他们正在掠夺残骸。光照应该是戏剧性的，阴影投射在整个景观上，营造出一种紧张和不祥的气氛。

Create a futuristic scene for a sci-fi shooter game level set on an alien planet. The scene should depict a derelict spacecraft crash site with debris scattered across a barren landscape. The environment is rugged with jagged rocks and a distant volcano emitting a plume of smoke. The sky is a surreal blend of purples and reds, hinting at a toxic atmosphere. Include a group of enemy alien scavengers with advanced weaponry, looting the wreckage. The lighting should be dramatic, with shadows casting across the landscape to create a tense and foreboding atmosphere.

06.人物肖像-古典油画

创作一幅古典油画风格的人物肖像，捕捉中国汉代时期贵族的精髓.这幅肖像应该是一个穿着精致华丽的汉服的中国男性角色,举止端庄.背景应该是简单优雅的壁纸图案,以人物的脸部和上身为焦点.灯光应该柔和而漫射,突出人物的特点和服装的复杂细节.调色板应该丰富而温暖,有红色、金色和深绿色。

Create portraits of characters in the style of classical oil painting, Capturing the essence of Chinese aristocracy in the Han Dynasty period. This portrait should feature a Chinese male character dressed in exquisite and gorgeous Chinese Han style clothing, with a dignified demeanor. The background should be a simple and elegant wallpaper pattern, with the face and upper body of the character as the focus. The lighting should be soft and diffuse, highlighting the characteristics of the character and the complex details of the clothing. The color palette should be rich and warm, with red, gold, and dark green.

07.服装设计-中式传统

设计一套图案复杂、色彩鲜艳的传统中式服装。造型应以红色丝绸旗袍为特色，旗袍上饰有金凤凰图案和花卉图案。模特的发型应该是经典的盘发，配以华丽的发簪。她佩戴精致的金饰，包括玉坠项链和吊坠耳环。背景应该是一个宁静的中国传统园林，有池塘、柳树和石桥，以衬托出造型的历史和文化精髓。

Create a traditional Chinese costume design with intricate patterns and vibrant colors. The look should feature a red, silk cheongsam with golden phoenix motifs and floral patterns. The model should have her hair styled in a classic, updo with ornate hairpins. She wears delicate gold jewelry, including a necklace with a jade pendant and dangling earrings. The background should be a serene, traditional Chinese garden with a pond, willow trees, and a stone bridge, to complement the historical and cultural essence of the look.

08.手部特写测试

人物是一个年轻的中国现代女性，以人物的双手为重点进行拍摄。人物应摆出深思熟虑、表情丰富的姿势，双手应放在桌子或书本等表面的显著位置。手应该是画面的焦点，展示出复杂的细节，如皮肤纹理、血管和指甲。人物的服装应优雅精致，可能具有历史或文化影响。背景应简单而不突兀，可能是柔和的颜色或微妙的图案，以便将焦点集中在手部和人物的表情上。

The character is a young modern Chinese woman, Photograph a character with a focus on their hands. The character should be depicted in a thoughtful and expressive pose, with their hands prominently displayed on a surface like a table or a book. The hands should be the focal point of the image, showcasing intricate details such as the texture of the skin, the veins, and the nails. The character’s outfit should be elegant and sophisticated, possibly with a historical or cultural influence. The background should be simple and unobtrusive, perhaps a soft color or a subtle pattern, to keep the focus on the hands and the character’s expression.

09.游戏角色-RPG英雄

为一款中国古典奇幻角色扮演游戏（RPG）设计一个英雄角色。该角色是一名中国人，男性，该角色应是一名英勇的中国战士，身着具有中国秦朝时代风格的复杂盔甲。盔甲应具有华丽的设计，颜色为钢蓝色和银色。战士挥舞着象征正义的发出金色光芒的宝剑。他们的面部特征强壮而坚定，留着精心修饰过的短胡须。包括飘逸的披风和带翅膀的头盔，体现力量和优雅。背景应暗示史诗般的神秘景观。

A classical Chinese fantasy role-playing game(RPG).  The character is a Chinese, male, The character should be a valiant Chinese warrior, Dressed in intricate armor in the style of China's Qin Dynasty era. The armor should feature ornate designs and be colored in shades of steel blue and silver. The warrior wields a golden sword that symbolizes justice. Their facial features are strong and determined, with a short, well-groomed beard. Include a flowing cape and a helmet with wings, embodying both strength and grace. The background should hint at an epic, mystical landscape.

10.插画绘本-水彩童话

为幻想童话创作一幅插图，采用柔和梦幻的水彩风格。场景应描绘一位身着飘逸空灵长裙的中国少女，站在神兽出没的仙气森林中心。她的周围围绕着各种奇幻生物，如友好的长有翅膀的天马、睿智的九色鹿和俏皮的小精灵。森林应该是郁郁葱葱、生机勃勃的，有参天大树、五颜六色的花朵以及从生物身上散发出的神秘光芒。女孩与周围的生物互动时，表情充满惊奇和喜悦。这幅插图应该唤起一种迷人和神奇的感觉，捕捉童话世界的精髓。

Create an illustration for a fantasy fairytale in a watercolor style that is soft and dreamy. The scene should depict a young chinese girl in a flowing, ethereal dress, Standing in the center of a forest infested with magical beasts. She is surrounded by a variety of fantastical creatures, Such as the friendly winged Pegasus, the wise Nine Colors of Plum Deer and the playful elf. The forest should be lush and vibrant, with towering trees, colorful flowers, and a mystical glow emanating from the creatures. The girl’s expression is one of wonder and delight, as she interacts with the creatures around her. The illustration should evoke a sense of enchantment and magic, capturing the essence of a fairytale world.

11.综合应用程序（app）图标

为一款多用途应用程序创建图标集，该应用程序包含音乐、视频、游戏和社交媒体等多种功能。这些图标应简洁而易于识别，风格一致，以反映应用程序的品牌形象。每个图标的设计都应具有简洁、现代的美感，使用有限的调色板，具有视觉吸引力且易于记忆。图标应具有可扩展性，适合在不同尺寸和环境下使用，从应用程序的主菜单到通知图标。

Create a collection of icons for a multipurpose app that includes various features such as music, video, games, and social media. The icons should be simple yet recognizable, with a consistent style that reflects the app’s branding. Each icon should be designed with a clean and modern aesthetic, using a limited color palette that is visually appealing and easy to remember. The icons should be scalable and suitable for use in different sizes and contexts, from the app’s main menu to its notification icons.

12.室内-豪华地中海卧室

打造一间豪华的地中海式卧室，营造温馨宜人的氛围。房间里应该有一张特大号床，床上铺着红色的被子，墙上挂着一对华丽的金框镜子。墙壁上装饰着五颜六色的挂毯和艺术品，体现出地中海鲜艳的色彩。靠墙摆放着一个木制大衣柜，衣柜上有复杂的雕刻，角落里放着一把舒适的扶手椅，椅子上有一个长毛绒坐垫。房间里有一盏吊灯，上面有许多五颜六色的小玻璃球，为房间投下温暖的灯光。

Create a luxurious Mediterranean bedroom with a warm and inviting atmosphere. The room should feature a king-sized bed with a rich, red comforter and a pair of ornate gold-framed mirrors on the wall. The walls are adorned with colorful tapestries and artwork, reflecting the vibrant colors of the Mediterranean. A large, wooden wardrobe with intricate carvings stands against one wall, and a comfortable armchair with a plush cushion sits in the corner. The room is illuminated by a chandelier with numerous small, colorful glass globes, casting a warm, ambient light over the room.

13.人物写真

汉服，一位穿着中国传统汉服的年轻女子。她有一头用白色花朵编织和装饰的黑色长发。汉服以蓝色为主，配以复杂的白色刺绣，连衣裙设计透明光滑，腰间系着腰带，背景是蓝天。站在一朵大白花前，清新自然，色彩鲜艳，妆容精致，姿态优雅，元素时尚，光影交织，氛围营造，细节处理，视觉吸引力

Hanfu, a young woman wearing traditional Chinese Hanfu. She has long black hair woven and decorated with white flowers. Hanfu is mainly blue, with complex white embroidery. The dress design is transparent and smooth, with a waistband tied around the waist and a blue sky background. Standing in front of a large white flower, it is fresh and natural, with bright colors, exquisite makeup, elegant posture, fashionable elements, interwoven light and shadow, atmosphere creation, detail processing, and visual appeal.

个人使用感受：

①SD3.5在皮肤质感方面更细腻；②手指生成的精度方面，Flux依然较好；③SD3.5在提示词理解上不如Flux。

希望以上这些对你有帮助，都看到这儿了，顺手来个赞吧。

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AIGC技术的未来发展前景广阔，随着人工智能技术的不断发展，AIGC技术也将不断提高。未来，AIGC技术将在游戏和计算领域得到更广泛的应用，使游戏和计算系统具有更高效、更智能、更灵活的特性。同时，AIGC技术也将与人工智能技术紧密结合，在更多的领域得到广泛应用，对程序员来说影响至关重要。未来，AIGC技术将继续得到提高，同时也将与人工智能技术紧密结合，在更多的领域得到广泛应用。

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