作者: hiyoho

  • 高端酱香白酒包装设计提案板

    高端酱香白酒包装设计提案板

    高端酱香白酒包装设计提案板



    🤖 ChatGPT
  • 莓果奶油甜品杯商业静物海报

    莓果奶油甜品杯商业静物海报

    莓果奶油甜品杯商业静物海报



    🤖 ChatGPT

    🇺🇸 English Prompt

    Expand a commercial still life visual with slight film softening around any theme object, placing the single most recognizable object of the theme slightly to the right of the central axis, magnified as the visual center with a close-up real-shot texture; the object rises from behind a tile countertop that cuts in from the bottom edge from low-left to high-right, with its base partially obscured by the countertop, forming a monumental posture steadily held up by the diagonal line. The tile countertop occupies only a small area of the bottom edge of the frame, with a warm glaze and restrained reflections, fine narrow light-colored grouting forming regular squares extending with diagonal perspective, establishing scale while pushing the gaze back to the focus. The upper half retains a large area of transparent white space, using high-brightness, low-to-medium saturation theme-derived cool colors as a clean background, retaining only extremely fine uniform grains, slight brightness drift, and a soft bright mist, overall bright, refreshing, with a slight softness of old-style color advertisements, without adding dirt, wear, or heavy brown filters. The theme object presents credible light transmission, reflection, delicate highlights, and internal layers according to its own materials, with clear edges but not over-sharpened; extract a group of high-saturation, small-volume attachment details from the theme imagery, gathered near the upper edge of the object, with a low-information light-colored rectangular identification surface embedded on the front, letting the rich physical texture and quiet plane form a pause. Colors are derived from the theme semantics, not locked to specific hues: large area backgrounds maintain light, bright, low saturation, medium area objects and tiles share deeper, more saturated adjacent color relationships, a small amount of striking colors concentrated in top details, main titles, and bottom short sentences, light neutral colors used for highlights and identification surfaces; keep clear warm-cold contrast, clean color layers, and a vivid but not glaring focus. Text forms a vertically dense reading along the central axis: two lines of extremely small copy suspended at the top, the first line using a compact bold all-caps narrow font with slightly widened letter spacing, the second line using a lighter, smaller italic font; below it, a very large high-contrast serif title composed of a short theme word, tall face, distinct thick and thin strokes, stable centered positioning, dark color tone echoing the striking details on the object, followed by a line of smaller serif subtitles closely following. Leave a breathing space between the title and the top of the object, text does not press onto the physical entity; the very bottom places a line of small, compact, striking-colored all-caps instructions on the tiles, forming an echo from start to finish. All copy comes from the current theme, maintaining information restraint, central axis alignment, and obvious font size jumps; the image should be like a nostalgic product advertisement shot with natural high-key light after careful arrangement, with both real materials and weak optical softening, as well as bold white space, diagonal platform advancement, and clear graphic order.
    
    ——————
    Theme: Berry cream dessert cup poster, highlighting a light sweet product suitable for afternoon tea
    Supplement: Appear 3 relevant information points, keep commercial poster usable
    Aspect ratio: Vertical 3:4

    🇨🇳 中文提示词

    围绕任意主题对象展开带轻微胶片柔化的商业静物视觉,将主题中最具识别度的单一对象置于中轴略偏右,以近距离实拍质感放大为视觉重心;对象从下缘一条自左低向右高切入的瓷砖台面后方升起,底部被台面局部遮挡,形成被斜线稳稳托举的纪念碑式姿态。瓷砖台面只占画面下缘较小区域,釉面温润并带克制反光,细窄浅色勾缝组成规整方格,随斜向透视延展,既建立尺度又把视线推回焦点。上半部保留大块通透留白,使用高明度、低至中饱和的主题派生冷色作为洁净背景,仅保留极细均匀颗粒、轻微亮度漂移与一处柔和亮雾,整体明快、清爽、略带旧式彩色广告的柔润感,不加入脏污、磨损或厚重褐色滤镜。主题对象按自身材料呈现可信的透光、反射、细腻高光和内部层次,边缘清楚但不过度锐化;从主题意象提炼一组高饱和、小体量的附着细节,聚集在对象上缘附近,正面嵌入低信息的浅色矩形识别面,让丰富实体质感与安静平面形成停顿。色彩由主题语义派生,不锁定具体色相:大面积背景维持轻、亮、低饱和,中等面积对象与瓷砖共享更深、更饱和的邻近色关系,少量醒目色集中在顶部细节、主标题和底部短句,浅中性色用于高光与识别面;保持冷暖对照清晰、色层干净、焦点鲜活而不刺眼。文字沿中轴形成疏密分明的纵向阅读:顶部悬置两行极小文案,第一行用紧凑粗体全大写窄体字并稍微拉开字距,第二行用更轻、更小的倾斜字;其下以一个简短主题词构成超大高反差衬线标题,字面高挑、笔画粗细分明、居中稳定,深色字调呼应对象上的醒目细节,再以一行较小的衬线副标题贴近承接。标题与对象顶部之间留出呼吸间隔,文字不压住实体;最底部在瓷砖上放一行细小、紧凑、醒目色的全大写说明,形成首尾回声。所有文案均来自当前主题,保持信息克制、居中轴线和明显字号跳级;画面应像精心布置后用自然高调光拍摄的怀旧商品广告,既有真实材料与微弱光学柔化,又有大胆留白、斜台推进和清晰的图文秩序。
    
    ——————
    主题:莓果奶油甜品杯海报,突出一款适合下午茶的轻甜商品
    补充:出现 3 个相关信息点,保持商业海报可用
    画幅:竖版 3:4
  • 超写实东亚女性豪华时尚室内人像

    超写实东亚女性豪华时尚室内人像

    超写实东亚女性豪华时尚室内人像



    🤖 ChatGPT

    🇺🇸 English Prompt

    Hyper-realistic luxury fashion portrait. Adult East Asian female, 21 years or older, seated elegantly in an exquisite East Asian style interior. Slightly to the left—the right side retains balanced negative space for ceramics and dark wooden furniture. Framed from knees to slightly above the top of the head, seated at eye level, slight three-quarter view.
    
    Pose and Chair: Seated on a honey-colored wooden armchair—straight armrests, visible mortise and tenon structure, woven rattan backrest. Rich royal blue chiffon or silk drapes over the seat and dramatically extends to the floor into broad flowing folds. Legs elegantly crossed, with the upper leg angled towards the bottom right corner. One forearm rests on the wooden armrest; the other hand rests lightly on the upper knee, fingers extended and relaxed. A dignified, calm, and understated confident pose.
    
    Subject: Long dark brown hair, glossy loose waves, slightly side-parted, cascading over both shoulders. Fine hair strands catch warm window light—delicate copper-brown highlights. Serene, self-assured expression: direct gaze, faint closed-mouth smile, soft arched eyebrows, delicate cat-eye eyeliner, long eyelashes, understated peach blush, glowing natural skin, glossy understated rose-pink lip color. Low-profile small stud earrings. Thin silver necklace with a small floral or cluster crystal pendant, hanging at the center of the upper chest.
    
    Clothing: Fitted strapless mini dress, ivory white satin or structured silk—large royal blue roses, leaves, and painterly floral vine prints. Clean horizontal neckline, delicate shaping, corset-like tailoring. Fits at the waist and hips, ending above the thigh. Clear floral print details, natural fabric sheen, realistic seams, slight tension wrinkles, rich blue tonal variations. Transparent open-toe mule heels—transparent block heel, nearly invisible clear straps, feet and nails naturally visible.
    
    Scene: Elegant traditional modern Chinese interior. Left: Tall wooden lattice window, warm glowing sunlight partially softened by thin transparent cream curtains. Behind the chair: Dark wood wainscoting, warm neutral-toned walls. Right: Tall black wooden display stand with a large celadon ceramic pot—rounded body, narrow neck. Further right: A second dark pedestal with a smaller light-colored ceramic vase. Background features decorative wooden lattices, carved screens, and fine architectural details—not cluttered.
    
    Lighting: Warm, soft, cinematic—primarily from the tall window on the left. Golden rim lighting on hair, shoulders, arms, and cheeks; soft reflected fill light on the face and gown. Soft shadows under the jaw, waist, between crossed legs, under the chair, and behind ceramic vessels. Tones: Royal blue, ivory white, warm walnut wood, celadon gray-green, soft cream, golden sunlight.
    
    Camera: 85mm, f/2, sharp focus on eyes and floral gown, soft focus bokeh on ceramics and background lattices. Realistic skin texture, fine hair strands, natural hands, precise fabric folds, glossy ceramic reflections, restrained luxury tones. Balanced widescreen composition, elegant symmetry, strong contrast, vivid yet refined colors.
    
    Negative: No text, no watermark, no logo, no extra people, no deformed body, no duplicate limbs or fingers, no plastic skin, no harsh flash, no cartoonish look, no excessive blur, no explicit nudity.

    🇨🇳 中文提示词

    超写实豪华时尚人像。成年东亚女性,21岁以上,在精致东亚风格室内优雅落座。略偏左——右侧保留平衡的负空间用于陶瓷与深色木质家具。从膝盖至头顶略上方取景,坐高平视,轻微四分之三视角。
    
    姿态与椅子:坐于蜂蜜色木质扶手椅上——笔直扶手,可见榫卯结构,编织藤条椅背。浓郁宝蓝色雪纺或真丝垂于座椅并戏剧性地向地板延伸成宽阔流动褶皱。双腿优雅交叠,上腿朝右下角倾斜。一侧前臂搭于木质扶手上;另一手轻放于上膝处,手指伸展放松。端庄、沉静、低调自信的姿态。
    
    人物:深棕色长发,光泽宽松波浪,略微一侧分发,垂落于双肩。细腻发丝捕捉温暖窗光——细腻铜棕色高光。恬静、充满自信的表情:直视眼神,淡淡闭嘴微笑,柔和拱形眉,精致猫眼眼线,长睫毛,低调桃腮红,发光自然肌肤,亮泽低调玫红唇色。低调小耳钉。细银项链配小型花卉或簇状水晶吊坠,垂于上胸中央。
    
    服装:合身抹胸迷你裙,象牙白缎面或结构真丝——大型宝蓝色玫瑰、叶片与画意花卉藤蔓印花。干净横切领口,细腻塑形,紧身衣感裁剪。腰部与髋部贴合,止于大腿上方。清晰花卉印花细节,自然面料光泽,真实接缝,轻微张力褶皱,丰富蓝色色调变化。透明露趾穆勒高跟鞋——透明粗跟,近乎隐形的透明肩带,脚部与指甲自然可见。
    
    场景:优雅传统现代中式室内。左侧:高挑木质格子窗,温暖发光阳光透过薄透明奶油色窗帘部分柔化。椅后:深色木质护墙板,温暖中性色墙面。右侧:高挑黑色木质展示台,上置大型青瓷陶壶——圆润壶身,细颈口。更右侧:第二个深色底座,配较小的浅色陶瓷花瓶。背景有装饰性木质格架、雕刻屏风与细腻建筑细节——不杂乱。
    
    光线:温暖、柔和、电影感——主要来自左侧高挑窗户。发丝、肩膀、手臂与面颊上有金色轮廓光;面部与礼服上有轻柔反射补光。下颌、腰部、交叠双腿之间、椅下与陶瓷器皿后方有柔和阴影。色调:宝蓝色、象牙白、温暖胡桃木色、青瓷灰绿色、柔和奶油色、金色阳光。
    
    相机:85mm,f/2,眼睛与花卉礼服锐利对焦,陶瓷器与背景格架柔焦虚化。真实肌肤质感,精细发丝,自然手部,精确面料褶皱,光泽陶瓷反光,克制奢感色调。平衡宽屏构图,优雅对称,强烈对比,鲜艳而精致的色彩。
    
    负面:无文字、无水印、无Logo、无多余人物、无变形人体、无重复肢体或手指、无塑料感肌肤、无强闪光、无卡通感、无过度虚化、无露骨裸露。
  • 橙色荷叶边裙日本少女粉色卧室人像

    橙色荷叶边裙日本少女粉色卧室人像

    橙色荷叶边裙日本少女粉色卧室人像



    🤖 Grok

    🇺🇸 English Prompt

    A beautiful young Japanese woman with fair skin, long straight black hair in high twin pigtails with cute yellow and white hair clips, sitting on a bed in a bright pink bedroom. She has small yellow star-shaped face stickers on both cheeks. She wears a vibrant orange tiered ruffled dress with multiple sheer orange layers and turquoise trim along the hem, paired with puffy sheer white ruffled sleeves. She is holding a large bouquet of fresh white daisies with yellow centers in a glossy orange ceramic pitcher with a handle. One hand gently touches her chin, soft smile, direct gaze at camera. Background: pink walls, a painting of flowers on the wall, modern floor lamp with three white spherical lights, bed with yellow-and-white striped sheets and fluffy yellow pillow, soft natural daylight mixed with warm lamp light. Highly detailed, realistic photography, sharp focus, vibrant colors, cute kawaii fashion style, 8k --ar 3:4 --stylize 250

    🇨🇳 中文提示词

    一位皮肤白皙的年轻美丽日本女性,留着黑色直长发,扎着高双马尾,戴着可爱的黄白相间发夹,坐在一间明亮的粉色卧室的床上。她的双颊贴着黄色的小星形面部贴纸。她穿着一件鲜艳的橙色层叠荷叶边连衣裙,带有多个透明橙色层,下摆边缘有绿松石色装饰,搭配蓬松的透明白色荷叶边袖子。她手里拿着一大束新鲜的白雏菊,花芯是黄色的,插在一个带把手的亮橙色陶瓷瓶里。一只手轻轻托着下巴,温柔的微笑,直视镜头。背景:粉色墙壁,墙上有一幅花卉画,现代落地灯有三个白色球形灯泡,床上铺着黄白相间的条纹床单和蓬松的黄色枕头,柔和的自然日光混合着温暖的灯光。高度细节,写实摄影,清晰聚焦,鲜艳色彩,可爱卡哇伊时尚风格,8k --ar 3:4 --stylize 250
  • Monday.com 裁员两成押注 AI:约 630 人,重组花掉近 5500 万美元

    又一家软件公司为了 AI 动刀裁人。以色列的协作办公软件厂商 Monday.com 宣布裁掉数百名员工,理由是要重组业务、把资源往 AI 项目上倾斜。

    Monday.com 裁员与 AI 转型
    图片来源:TechCrunch

    裁员 20%,约 630 人,理由是”支撑一个更精简、更聚焦的运营模式”——聚焦的方向,就是它的 AI Work Platform。

    砍掉两成人力,全押 AI 平台

    按照公司说法,这次要把员工总数砍掉 20%,差不多 630 个岗位。官方给出的理由听起来很标准:为了支撑一个更精简、更聚焦的运营模式。而所谓聚焦,指向的就是它主推的 AI Work Platform。

    其实 Monday.com 今年年初就已经掉头很猛了。它把 AI 平台当成核心产品,整个产品线都围着一个判断重做——企业客户越来越希望 AI 智能体能和员工一起干活。现在这个平台里塞了不少东西:无代码应用搭建、可定制的 AI 智能体、工作流自动化工具,还有一个能生成报表、更新看板的聊天机器人。


    不是它一家:今年裁员理由都写着”AI”

    Monday.com 只是加入了一支越来越长的队伍。为了腾出钱投 AI,一大批科技公司今年累计裁掉了几十万人。5 月的科技行业裁员量创下多年未见的月度新高,而据 Layoffs.fyi 统计,今年有创纪录的 78% 的公司把”要重新聚焦 AI”列为裁员理由之一。

    2026 年至今,科技行业已经砍掉了超过 12.2 万个岗位。

    同一份数据显示,2026 年到目前为止,科技行业被裁的岗位已经超过 12.2 万个。至于这次重组要付出多少代价,Monday.com 自己给了个数:预计将产生 4500 万到 5500 万美元的相关支出。

    • 裁员规模:约 630 人,占员工总数 20%。
    • 聚焦方向:AI Work Platform,含无代码搭建、AI 智能体、工作流自动化和聊天机器人。
    • 行业背景:今年 78% 的公司把裁员归因于”聚焦 AI”,全行业已裁超 12.2 万岗。
    • 重组成本:预计 4500 万至 5500 万美元。
  • OpenAI 算力账单飙到 7500 亿美元:第一站砸向佐治亚州

    OpenAI 又把算力账单往上抬了一大截。周三它对外确认,到 2030 年将在基础设施上砸下 7500 亿美元,比今年早些时候的口径又高出了大约 25%。这个数字是《华尔街日报》先披露的,来得有点微妙——它自家的 Stargate 数据中心项目此前被曝进展不顺,几乎停在原地。

    OpenAI 数据中心与算力投入
    图片来源:TechCrunch

    7500 亿美元的算力承诺,第一枪落在美国佐治亚州——一座占地 1400 英亩、代号”山茶花”的数据中心园区。

    第一站:佐治亚州的”山茶花”

    这轮开销的头一笔,是一座造价 200 亿美元的数据中心园区,代号 Project Camellia(山茶花项目)。它坐落在萨凡纳西北方向,占地 1400 英亩,规划从当地电力公司 Georgia Power 拉至少 3.2 吉瓦的电。这些发电产能要到 2028 到 2032 年之间才会陆续到位。

    钱怎么分账,OpenAI 说得很干脆:新数据中心的基础设施成本和电费,它自己全包。这话背后有政策原因。佐治亚州公共服务委员会去年就定了规矩,用电超过 100 兆瓦的大户新接入,电力公司不能把相关成本转嫁给普通用户。换句话说,OpenAI 想用电,就得自己掏这笔账。作为交换,Georgia Power 也提到,电网高峰期 OpenAI 会主动把用电量最多压下 1 吉瓦。

    当地政府这边也给了甜头。据《埃芬厄姆先驱报》报道,Effingham 县给了 OpenAI 长达 15 年、幅度 50% 的房产税减免。


    电从哪来?大概率还是天然气

    这么大一个耗电巨兽,用什么发电?OpenAI 和 Georgia Power 都没正面回答,TechCrunch 去问也没等到回复。但监管文件里能看出些门道。去年 12 月,Georgia Power 拿到批文,可以再增加 9885 兆瓦产能,并预计到 2026 年底把这些产能全部签约锁定,而 OpenAI 一家就吃掉了其中大约三分之一。

    从提交给监管方的材料看,新增产能大头来自天然气。电力公司计划自建或外购约 5.8 吉瓦的天然气发电能力,其中约四分之一用的是污染更重的简单循环燃气轮机。这一波化石燃料装机下来,Georgia Power 现有的天然气机组规模要翻一倍还不止,剩下的缺口才由电网级储能和光伏来补。

    电要到 2028 年才通,但第一块 GPU 什么时候点亮,OpenAI 没给时间表——不过它挖来的那个人,值得留意。

    挖来 xAI 的建厂猛人,速度可能超预期

    虽说 Georgia Power 的电预计 2028 年才开始供,但第一块 GPU 上电未必要等那么久。OpenAI 最近请来 Brett Mayo 主管数据中心建设,这人之前在马斯克的 xAI,负责过孟菲斯那座 Colossus。

    Colossus 当年是以创纪录的速度盖起来的,代价却写进了官司里。美国全国有色人种协进会和南方环境法律中心起诉称,这座数据中心拉低了当地空气质量——它跑着几十台没拿到许可的天然气轮机,还声称自己不受联邦清洁空气法规约束。这段前科,也算是给”山茶花”提了个醒:速度和环境的拉扯,才刚刚开始。

    • 总盘子:到 2030 年基础设施投入 7500 亿美元,比年初口径高约 25%。
    • 首个项目:佐治亚州”山茶花”园区,造价 200 亿美元,用电至少 3.2 吉瓦。
    • 电力结构:新增产能大头是天然气,储能和光伏补缺。
    • 操盘手:前 xAI Colossus 负责人 Brett Mayo 加盟,上电节奏可能提前。
  • Outlines:15K Star 的 LLM 结构化输出库,让大模型 100% 生成合法 JSON

    Outlines:15K Star 的 LLM 结构化输出库,让大模型 100% 生成合法 JSON

    Outlines - LLM 结构化输出库

    项目简介

    Outlines 是由 .txt(dottxt)团队开源的 LLM 结构化输出(Structured Outputs)库——它在生成阶段就保证大模型输出严格符合你指定的类型或结构(枚举、整数、Pydantic 模型、JSON Schema、正则、上下文无关文法),从根源上消灭”解析失败、JSON 残缺”问题。项目在 GitHub 上已收获 15,200+ Stars,被 NVIDIA、Cohere、HuggingFace、vLLM 等信任并采用,vLLM 的 Structured Output 后端正是基于它的 outlines-core。

    一句话:别再用正则和 try/except 去”修补”模型输出了——Outlines 让模型从一开始就只能生成合法结构:model(prompt, output_type)

    安装要求和过程

    环境要求

    • Python 3.9+(建议 3.10 以上)
    • 按需选择后端:本地推理需 transformers / llama.cpp(配相应硬件),或走 vLLM / Ollama 服务端,或直接用 OpenAI / Gemini API(无本地算力要求)
    • 操作系统不限,CPU 也能跑(配合 API 或 Ollama)

    快速安装

    pip install outlines

    # 基础安装
    pip install outlines
    
    # 按后端安装可选依赖(示例)
    pip install outlines[transformers]   # 本地 transformers 模型
    pip install outlines[vllm]           # vLLM 服务
    pip install outlines[openai]         # OpenAI API

    30 秒上手

    import outlines
    from typing import Literal
    from transformers import AutoTokenizer, AutoModelForCausalLM
    
    MODEL = "microsoft/Phi-3-mini-4k-instruct"
    model = outlines.from_transformers(
        AutoModelForCausalLM.from_pretrained(MODEL, device_map="auto"),
        AutoTokenizer.from_pretrained(MODEL),
    )
    
    # 情感分类:输出只可能是这三个值之一
    sentiment = model(
        "Analyze: 'This product completely changed my life!'",
        Literal["Positive", "Negative", "Neutral"],
    )
    print(sentiment)  # "Positive"
    
    # 提取数值:保证返回合法 int
    temperature = model("What's the boiling point of water in Celsius?", int)
    print(temperature)  # 100

    核心功能

    Outlines 使用哲学:指定类型即可

    1. 类型即约束,贴合 Python 类型系统Literal 做多选一、int/float 做数值、Pydantic 模型/JSON Schema 做复杂对象、正则约束字符串格式、CFG 文法约束复杂语法——一行 model(prompt, type) 全部搞定。
    2. 生成期保证合法,而非事后修补:基于约束解码(constrained decoding),在每个 token 采样时就屏蔽非法选项,输出 100% 可被 model_validate_json 解析,不存在破损 JSON。
    3. 一套代码横跨所有模型:统一接口支持 transformers、llama.cpp(本地),vLLM、Ollama(服务端),OpenAI、Gemini(API),换模型/换供应商不改业务代码。
    4. 函数签名即 Schema 的 Function Calling:把 Python 函数直接当输出类型传入,Outlines 自动从签名推断结构,返回可直接 **kwargs 调用的参数字典。
    5. Jinja 提示词模板与可复用应用outlines.Template 把复杂 Prompt 从代码中分离,支持 few-shot 模板文件复用,方便工程化管理。

    典型使用场景

    1. 客服工单自动分诊

    把自由格式的用户来信一步解析为结构化工单(优先级枚举 / 类别 / 是否需主管介入 / 行动项列表),直接驱动自动路由与升级告警——priority 字段只可能是 low/medium/high/urgent 四个合法值,下游逻辑零防御代码。

    2. 电商商品自动归类与信息抽取

    批量把商品描述转成 主类目/子类目/属性列表/品牌 结构化数据,喂给库存和搜索系统;同理可做文档分类(财报/合同/技术文档)、事件信息抽取,甚至用 Union 类型优雅处理”信息不足则返回 I don’t know”的兜底。

    3. 生产级 Agent / RAG 管道的可靠胶水层

    Agent 的工具调用参数、RAG 的引用格式、多步工作流的中间态,全部用 Pydantic 模型锁死结构。vLLM 等推理引擎已内置其核心库,本地部署大模型时开启结构化输出几乎零成本。

    推荐理由

    使用 Outlines 的公司

    • 解决的是 LLM 工程化第一痛点:任何把 LLM 输出接入程序的人都被破损 JSON 折磨过。Outlines 的思路是”让非法输出根本不可能被生成”,比重试+修复的方案优雅一个量级。
    • 学习成本极低:会写 Python 类型注解就会用,10 分钟能跑通第一个例子;README 附 6 个可直接抄的生产级示例。
    • 学术与工业双背书:源自论文《Efficient Guided Generation for Large Language Models》,NVIDIA、HuggingFace、vLLM、Cohere 都在用,不是玩具项目。
    • Apache-2.0 宽松许可:商用无忧;核心 outlines-core 用 Rust 重写,约束编译速度快,生产可用。
    • 实测感受:约束解码对本地小模型提升尤其明显——Phi-3 这类 3B 级模型配合 Outlines 做分类/抽取,可靠性直逼裸用大一个数量级的模型,非常适合降本场景。

    下载地址


    项目信息(截至 2026-07-23):15,256 Stars · 809 Forks · Python · Apache-2.0 许可 · 由 .txt(dottxt-ai)团队维护

  • 黑色长发精致妆容美女飞吻人像

    黑色长发精致妆容美女飞吻人像

    黑色长发精致妆容美女飞吻人像



    🤖 Nano Banana 2

    🇺🇸 English Prompt

    A stunning young woman with long, silky jet-black hair parted in the center, flawless porcelain skin, large expressive brown eyes with dramatic wispy false lashes, soft glam makeup featuring feathered brows, subtle peach blush, highlighted nose bridge, matte nude-pink lips, and a delicate V-shaped face. She poses indoors against a completely dark black background, looking slightly upward to the side while covering her lips with one hand in a playful "blowing a kiss" gesture. Long almond-shaped French manicure nails with glossy white tips. Wearing a fitted deep V-neck long-sleeve bodysuit (black or burgundy). Shot with direct on-camera flash, creating bright skin highlights and a clean editorial nightlife aesthetic. Ultra-realistic beauty photography, centered composition, upper-body portrait, sharp focus, natural skin texture, luxurious glossy hair, minimal background distractions, high contrast, soft shadows, premium fashion editorial, DSLR quality, 85mm lens, f/1.8, ISO 100, 8K, photorealistic, masterpiece, extremely detailed.

    🇨🇳 中文提示词

    一位迷人的年轻女性,留着中分的黑色丝滑长发,无暇的瓷肌,大而有神且带有戏剧性纤细假睫毛的棕色眼睛,精致的柔和妆容,包括羽毛眉、淡桃色腮红、高光鼻梁、哑光裸粉色嘴唇和精致的V脸。她在室内以完全黑暗的背景为衬托,身体稍微向上偏向一侧,用一只手捂住嘴唇,做出俏皮的“吹吻”手势。长长的杏仁形法式美甲,带有亮面白色指尖。穿着一件修身的深V领长袖连体衣(黑色或酒红色)。采用相机机顶闪光灯直射拍摄,营造出明亮的皮肤高光和干净的编辑部时尚夜生活美学。超写实美容摄影,中心构图,上半身肖像,锐利对焦,自然的皮肤纹理,奢华有光泽的头发,极少的背景干扰,高对比度,柔和阴影,高级时尚刊物,单反画质,85mm镜头,f/1.8,ISO 100,8K,照片级真实感,杰作,极其详尽。
  • 晨光中的和室少女肖像

    晨光中的和室少女肖像

    晨光中的和室少女肖像



    🤖 ChatGPT

    🇺🇸 English Prompt

    Morning bathing in morning light
    
    Subject:
    Vertical 4:5 ratio. A young woman lying face up on white bedding, a large close-up portrait from chest to head. The person is in the center of the frame, the face occupies about one-third of the whole, shoulders and arms naturally extend downwards. White pillows and tatami blank space are reserved above the head.
    
    Character·Expression:
    Young and natural female face. Rounded cheeks, slender bridge of the nose, soft jawline, transparent brown pupils. Thin coral blush, pale beige-brown eye makeup, matte pink-beige lipstick. Mouth slightly open, relaxed and quiet expression, staring directly into the camera. Hairstyle is a dark brown shoulder-length bob close to black. Hair ends gently swaying inwards and outwards, thin see-through bangs naturally falling on the forehead.
    
    Clothing·Pose:
    Camisole decorated with exquisite ecru lace, with a thin white gauze cardigan on top. Natural curves like a healthy and mature adult woman, not over-exaggerated. Arms stretched towards the camera, creating a selfie-like distance. Shoulders sinking slightly asymmetrically, subtle folds on the fabric following the arm movement.
    
    Background·Lighting:
    A quiet Japanese room with tatami and wooden frame shoji. White bedding and pillows occupy most of the frame, shoji placed in the upper right background, steady earth wall in the upper left. Morning sunlight enters diagonally through the gaps in the shoji, forming slender bands of light on the forehead, one eye, cheek, neck, and chest. The light is slightly warm-toned, and shadows fall softly in the lower left of the frame. Faint light reflected from the white bedding lifts the shadow side of the face.
    
    Composition·Lens:
    Vertical composition, looking down from a slightly higher position. Natural compression equivalent to 85mm, precise focus on the face and pupils. Soft blurring gradually below the chest, ensuring bedding space above the head and to the left and right. Not intentionally pursuing left-right symmetry, the band of light vertically divides the center of the frame. Background appropriately blurred with shallow depth of field.
    
    Texture·Style:
    Realistic Japanese lifestyle photography. Delicately depicting natural skin texture, fine hair, every strand of hair, transparency of gauze and lace, soft fibers of white bedding. Low contrast, warm highlights, elegant film grain. Avoid excessive skin beautification or doll-like textures, creating a quiet magazine portrait effect.
    
    Negative Prompt:
    Juvenile face, unnatural aged face, exaggerated body shapes, asymmetrical eyes, extra fingers, missing fingers, arm merging, collapsed shoulder joints, unnatural perspective, shadows inconsistent with light source, plastic skin, excessive blurring, text, logos, watermarks.

    🇨🇳 中文提示词

    沐浴晨光的早晨
    
    主体:
    纵向4:5比例。白色的被褥上仰卧而躺的年轻女性,从胸口到头部的大幅近距离肖像。人物位于画面中央,脸部占据整体约三分之一,肩部和手臂自然向下延伸。头部上方保留白色枕头和榻榻米的空白。
    
    人物·表情:
    年轻而自然的女性面容。圆润的脸颊、纤细的鼻梁、柔和的下巴线条、透明感的棕色瞳孔。薄薄的珊瑚色腮红、淡米色棕的眼妆、抑制光泽的粉米色唇膏。嘴角微微张开,放松而宁静的表情,正面凝视镜头。发型是接近黑色的深棕色及肩鲍勃头。发梢轻柔向内外摇曳,薄薄的透视刘海自然垂落在额前。
    
    服装·姿势:
    饰以精致生成り色蕾丝的吊带背心,外披薄薄的白色纱质开衫。身体健康而成熟的成年女性般的自然曲线,不过度夸张。双臂向镜头方向伸展,营造出类似自拍的距离感。肩膀略微不对称地下沉,布料上带有沿着手臂动作的细微褶皱。
    
    背景·光线:
    铺着榻榻米和木框障子的宁静和室。白色被褥和枕头占据画面大部分,背景右上方置障子,左上方置沉稳的土墙。午前阳光从障子缝隙斜射而入,在额头、一侧眼睛、脸颊、颈部、胸口形成细长的光带。光线略带暖色调,阴影柔和地落在画面左下方。从白色寝具反射出的淡光托起脸部阴影侧。
    
    构图·镜头:
    纵向构图,从略高位置俯视。相当于85mm的自然压缩感,精确对焦脸部和瞳孔。胸口以下渐趋柔和虚化,头部上方及左右确保寝具的空白。不刻意追求左右对称,光带纵向分割画面中央。背景以浅景深适度虚化。
    
    质感·风格:
    真实的日本生活方式摄影。细腻描绘自然的皮肤纹理、微细的汗毛、每一根头发、纱质与蕾丝的透视感、白被褥的柔软纤维。低对比度、温暖的高光、淡雅的胶片颗粒。避免过度美肌修饰或人偶般的质感,营造出宁静的杂志肖像效果。
    
    负面提示:
    显得幼稚的脸庞、不自然的苍老脸庞、夸张的身体形态、左右不对称的眼睛、多余的手指、缺失的手指、手臂融合、肩关节崩坏、不自然的透视法、与光源矛盾的阴影、塑料般的皮肤、过度虚化、文字、标志、水印。
  • 雄鹰与黄金棋盘极简电影海报

    雄鹰与黄金棋盘极简电影海报

    雄鹰与黄金棋盘极简电影海报



    🤖 ChatGPT

    🇺🇸 English Prompt

    A hyper-realistic cinematic poster featuring a majestic golden eagle standing behind a premium chessboard, its piercing amber eyes locked directly into the camera with an intense, calculating expression. At the center of the board, a glowing golden king chess piece radiates powerful warm light, casting dramatic reflections across the polished black-and-gold chessboard. Surrounding black chess pieces fade into deep shadows, symbolizing defeated opponents. The eagle is partially illuminated with luxurious golden rim lighting, revealing intricate feather textures while the background remains a pure matte black. Floating golden dust particles, subtle volumetric light rays, high contrast, luxury editorial style, ultra-detailed, IMAX-quality, photorealistic, 8K, premium cinematic color grading, minimal composition with generous negative space for typography.
    
    Typography (Bold Luxury Style):
    
    I DON’T SPEAK.
    I POSITION. (large metallic gold text)
    
    By the time you notice my move…
    The game is already over.

    🇨🇳 中文提示词

    一张超写实的电影海报,画面中一只庄严的金雕站在高端棋盘后,它犀利的琥珀色眼睛直视镜头,眼神中透露出强烈而深思熟虑的神情。在棋盘中央,一个发光的金色国王棋子散发出强大的暖光,在磨光的黑金棋盘上投射出戏剧性的反射。周围的黑色棋子淡入深影,象征着被打败的对手。金雕被奢华的金色边缘光部分照亮,展现出细腻的羽毛纹理,而背景保持纯磨砂黑色。漂浮的金色尘埃颗粒,微妙的体积光线,高对比度,奢华编辑风格,超细节,IMAX画质,写实摄影,8K,高端电影色彩分级,极简构图,预留大量留白以便排版。
    
    排版(加粗奢华风格):
    
    我不说话。
    我布局。(大型金属金文本)
    
    当你注意到我的举动时……
    比赛已经结束了。