造梦师手记：国产顶级亚洲人像AI大模型

作者：铁华团的黄金船发布时间：2024-04-24

4月20日，HelloWorld大模型发布了6.0版本的更新。

事实上，这个大模型在5.0版本已经非常优秀，并且推出了lighting版。

作者在C站称：

感谢您的耐心等待。我最近一直在找工作，这导致了HelloWorld更新的一些延迟。以下是6.0版本的主要更新：
HelloWorld 6.0是基于5.0版本的迭代改进。基于我自己的测试，其真实感效果与5.0版本没有显著差异。6.0版本的主要优势在于其对训练集中概念的更广泛覆盖。根据反馈，已在各种主题中进行了增强，包括超现实主义、闺房、团体照、面具、折纸、3D渲染、汽车、龙和孕妇摄影。一些示例在插图中提供。
HelloWorld 6.0有意在训练中包含一些低质量的图像，以增强模型对负面提示的响应。建议在负面提示中使用以下术语：“低质量、JPEG伪影、模糊、绘制不佳、丑陋、最差质量”。
HelloWorld 6.0训练集的主体采用GPT4v标签。对于GPT4v无法标记的图像，使用由blip2-opt-6.7b引导的cogVQA进行标记。这些多模态模型的标记语言风格与传统的WD1.4标记器有很大不同。为了更准确地触发训练集中的不同概念，我编制了HelloWorld 6.0训练集中顶级250个高频标记词。您可以在此文档中查看这些高频词汇。
最后，尽管SD3即将发布，我仍将更新到HelloWorld XL 7.0，希望在7.0版本中实现更大的增强。

6.0版本最大的升级主要不是画质，而是这250个高频标记词，我整理出来方便大家使用。

摄影技术和美学/Photography Techniques and Aesthetics:

· 模拟胶片摄影美学 (film photography aesthetic)

· 时尚摄影 (Fashion photography, Fashion portrait)

· 人像摄影 (Portrait photography, portrait photography, Elegant portrait photography)

· 野生动物摄影 (wildlife photography)

· 私房摄影 (Intimate boudoir photography)

· 高分辨率 (high-resolution, high-resolution clarity, high-resolution image, high-resolution portrait)

· 极简主义风格 (minimalist aesthetic, minimalistic aesthetic, minimalistic style, minimalist style, minimalist design)

· 复古美学 (vintage aesthetic)

· 赛博朋克美学 (cyberpunk aesthetic)

· 柔和的自然光 (soft natural lighting, soft natural light, natural lighting, natural light, Soft natural lighting)

· 自然光线 (natural daylight)

o 投射柔和阴影的自然光线 (natural light casting soft shadows, natural daylight casting soft shadows, soft lighting casting gentle shadows)

· 柔焦 (soft focus, soft-focus background)

· 柔和的阴影 (soft shadows)

· 高对比度 (high contrast, high-contrast lighting, striking contrast)

· 散景效果 (bokeh effect)

· 高光照明 (high-key lighting)

· 环境光 (ambient lighting)

· 阴郁的氛围 (moody atmosphere)

· 令人愉悦的氛围 (inviting atmosphere)

· 柔和的焦点 (soft glow)

构图和背景/Composition and Background:

· 特写 (Close-up, Close-up portrait)

· 鸟瞰视角 (Aerial perspective, Aerial view)

· 对称构图 (symmetrical composition)

· 极简主义构图 (minimalist composition)

· 浅景深 (shallow depth of field)

· 室内 (Indoor setting, indoor setting, studio setting)

· 户外 (Outdoor portrait photography, Outdoor portrait, Outdoor setting)

· 中性背景 (neutral background)

· 城市环境 (urban setting)

· 茂盛的绿植 (lush greenery)

· 晴朗的蓝天 (clear blue sky)

· 阴天 (overcast sky)

色彩:/Color:

· 黑白 (Black and white portrait, Monochrome portrait)

· 暖色调 (warm color palette, Warm)

· 冷色调 (cool color palette)

· 柔和的色彩 (muted color palette, pastel color palette, neutral color palette, earthy tones)

· 鲜艳的色彩 (Vibrant color palette, vibrant colors, rich)

人物特征/Characteristics:

· 年龄范围:

o 十几岁到20岁初 (late teens to early twenties, late teens or early twenties)

o 20多岁 (early twenties, early to mid-20s, likely in her 20s, mid-20s, likely in her twenties)

· 女性角色 (young female character,female subject, young adult female, female model)

· 年轻亚洲女性 (young Asian woman, young Asian female, Asian woman, Asian female)

· 男性主体 (young Asian male, male subject)

· 东亚人种 (Asian descent, East Asian features)

· 年轻成年人 (young adult, youthful adult)

面部特征/Facial Features:

· 细腻的面部特征 (delicate features, delicate facial features, clear complexion)

· 亚洲面孔特征 (Asian features)

· 白皙肌肤 (fair skin, fair complexion, pale skin, light skin, porcelain skin)

· 光滑的皮肤 (smooth skin, flawless skin, clear skin)

· 微妆 (subtle makeup, minimal makeup, natural makeup)

o 强调自然美的微妆 (subtle makeup emphasizing natural beauty, subtle makeup highlighting natural beauty, subtle makeup enhancing natural beauty, subtle makeup highlighting natural features)

· 脸颊上淡淡的腮红 (subtle blush on cheeks)

表情/Expression:

· 平静的表情 (serene expression, serene facial expression)

· 沉思的表情 (contemplative expression, thoughtful expression, pensive expression, contemplative mood)

· 专注的表情 (focused expression)

· 温和的表情 (gentle expression)

· 微笑 (slight smile, subtle smile, gentle smile, radiant smile)

· 严肃的表情 (solemn expression)

· 快乐的表情 (joyful expression, playful expression)

· 中性表情 (neutral expression)

· 内省的情绪 (introspective mood)

姿势和态度/Posture and Attitude:

· 直视 (direct gaze, intense gaze, piercing gaze, focused gaze, soft gaze, contemplative gaze, gentle gaze, introspective gaze)

· 闭眼 (eyes closed, closed eyes)

· 侧面 (side profile)

· 放松的姿势 (relaxed pose, relaxed posture, relaxed demeanor)

· 大方得体的姿态 (poised stance, poised demeanor, poised expression, confident stance)

· 随意的姿势 (casual pose)

· 坐姿 (seated pose)

· 动态姿势 (dynamic pose)

· 运动型体格 (athletic build)

· 富有表现力的眼睛 (expressive eyes)

发型/Hairstyle:

· 长黑发 (long dark hair, long black hair)

· 短黑发 (short black hair)

· 长而飘逸的头发 (long flowing hair)

服装/Clothing:

· 白色衬衫 (white shirt, crisp white shirt)

· 休闲装扮 (casual attire, casual fashion, casual style)

· 白色运动鞋 (white sneakers)

· 及膝袜 (knee-high socks)

· 白色袜子 (white socks)

· 没有明显的配饰 (no visible accessories)

插图和数字艺术/Illustrations and Digital Art:

· 动漫风格插图 (Anime-style illustration, Vibrant anime-style illustration)

· 数字插图 (Vibrant digital illustration, Digital illustration, Vibrant digital artwork)

· 手绘插图 (Hand-drawn illustration)

· 动漫风格 (anime style)

· 数字艺术 (digital art)

· 简洁的线条 (clean lines)

其他/Others:

· 优雅 (Elegant, elegance, timeless elegance, casual elegance, sophisticated)

· 梦幻 (ethereal, ethereal quality, ethereal ambiance, ethereal atmosphere, ethereal aesthetic)

· 宁静 (serene, serene ambiance, serene atmosphere, tranquil ambiance, tranquil atmosphere)

· 清新 (crisp)

· 光滑 (sleek)

· 温暖 (warm)

· 充满活力 (Vibrant)

· 明快 (Vivid, vibrant)

· 柔和 (Soft, gentle)

· 天然 (natural)

· 温柔 (delicate)

· 精致 (subtle)

· 现代 (modern)

· 古典 (elegant)

· 简约 (simplicity)

· 异想天开 (whimsical)

· 清晰 (clear)

· 明亮 (bright)

1、时尚女孩

提示词：

photography aesthetic,Elegant portrait photography, young woman exuding classical beauty and sophistication, pale skin, delicate features, captivating gaze, slightly parted lips, poised gesture, straw hat with upturned brim, contemporary fashion fused with vintage elements, white blouse with ruffled collar peaking beneath black sleeveless jumper, circular belt buckle accentuating waist, naturally-lit setting, warm neutral backdrop, soft, diffused lighting highlighting subject's face, subtle shadowing, clear, high-resolution photo, no explicit branding or intellectual property depicted.,film grain,

手指有一点点惊艳。

2、猫片

提示词：

photography aesthetic,Vivid, golden-hued feline strides confidently towards the camera, luxurious cream and light orange fur exquisitely groomed, clear amber eyes focused and alert, distinctive facial markings accentuating an expression of intent curiosity, short, dense coat suggesting a breed like British Shorthair, diminutive pink nose poised above a gentle, closed mouth, subtle whiskers protruding sideways, delicate paws touching down on a smooth, beige floor, elegant tail carried aloft with a slight curve, background softly blurred revealing an indoor setting, hints of wooden furniture and glass doors contributing to a domestic ambiance, natural light bathing the scene in a warm glow, portrait orientation highlighting the cat's approach, central framing conveys imminent interaction, the essence of grace and domesticity encapsulated.,film grain,

3、高山流水

提示词：

A serene ambience,traditional Chinese aesthetic,a young woman,gentle expression,concentration on instrument,traditional Chinese guzheng,flowing pale blue and white hanfu with delicate floral accents,a backdrop of lush foliage,soft natural lighting,harmonious color palette of cool tones,ancient heritage,cultural reverence,timeless elegance,poised positioning amidst rocks,black hair adorned with classical hairpin,embodiment of classical Chinese music and beauty,tranquility amidst nature,subtlety in details,fine craftsmanship of the guzheng,ethereal atmosphere,cultural homage.,

手指非常不错，不过这是个什么琴？

4、星轨

提示词：

Star trails swirling in night sky, circular motion centered around a celestial pole, long-exposure astrophotography, silhouettes of treetops framing the bottom, natural hues escalating from deep blue to black, cosmic tableau, the infinite dance of celestial bodies, cosmic rotation captured through time lapse, the harmony of the universe showcased in a single frame, a testament to the earth's rotation, the beauty of the night sky adorned with starry luminance.,

我是一个货真价实的星空摄影师，这个AI出的星轨虽然一眼假，但距离AI“理解”星轨，似乎很近了。

5、女孩时尚写真

提示词：

portrait, young asian woman sleek, shoulder-length black hair gazes contemplatively towards camera, dark eyes slightlycast, lips closed neutral expression hints poise introspection, softness skin enhanced,

6、舞者

提示词：

(masterpiece, best quality, highres:1.2), (photorealistic:1.2), (intricate and beautiful:1.2), (detailed light:1.2), (colorful, dynamic angle), RAW photo, half body shot, fashion photography, dark palace, medieval goth woman, cute European face, dark cotton dress, long legs, slim body, stockings, (highres textures), dynamic pose, bokeh, soft light passing through hair, (detailed background:1.3), (sharp), exposure blend, bokeh, (hdr:1.4), high contrast, (cinematic), (muted colors, dim colors, soothing tones:1.3),

7、封面写真

提示词：

photography aesthetic,Studio portrait photography, striking sexy female model, serene countenance, youthful appearance, light skin, elegant goth makeup emphasizing sharp eyebrows, pronounced eyelashes, dark lipstick, jewelry showcasing sparkling goth earrings, delicate bracelet adorned on the wrist, fashionably styled dark hair, exposing clear skin, backdrop complementing the subject's attire, natural light simulation enhancing soft shadows, subtle retouching ensuring smooth skin textures, harmonious color palette imbued with warm, muted tones,film grain,

8、少女与火

提示词：

(RAW photo, (photography:1.3), (hdr), top quality, masterpiece, best quality, official art, beautiful and aesthetic:1.3),official wallpaper,incredible sci-fi movie stills,(depth of field),A girl is surrounded by a burning circle of fire flies,beautiful painting by artgerm and greg rutkowski and raymond swanland,8k,

9、老照片

提示词：

jpeg artifacts,asian female,early twenties,casual pose,low quality,blurry,poorly drawn,worst quality,photography,vintage,

10、风驰电掣

提示词：

Dynamic motion capture, motorcyclist riding a custom bike, sleek modern design, male rider, full black attire, streamlined helmet, focused posture, speed captured through motion blur background, contrasting stillness of rider and bike, twilight ambiance, cool color tones predominating, hints of warmth from horizon, minimalistic aesthetic, sharp lines and angles of motorcycle frame, tire details indicating movement, sense of freedom and adventure conveyed through open setting and rider's engagement.,