Yu_Architectural Rendering Large Model flux.1 Foundation fp8

Model Introduction Yu_Architectural Rendering Large Model flux.1 is an AI large model designed for generating architectural renderings, fine-tuned based on the flux architecture. This release marks the second open-source version of the model. This version does not significantly outperform the previously released model in terms of overall performance. Instead, it demonstrates improved results under different key phrases. Users are encouraged to refer to the reference images and conduct their own tests to observe the differences.

Due to the excellent performance of the flux model, which significantly surpassed sdxl and sd3 upon its release, we have reason to believe that the community content for flux will gradually improve in the near future. Therefore, we have begun attempting to train flux models. The currently released version is a preliminary test version.

Model Features

1. This model is a building-specific large model customized based on industry needs through in-depth industry communication, focusing on industry-specific keywords.

2. In certain scenarios, such as when asked to generate high-angle perspective images, this model outperforms most open-source models and can generate images that meet requirements with a higher probability.

3. Using the accompanying keywords can achieve the best user experience, while you can also add mystical words like "best quality", "masterpiece", and other desired vocabulary.

Usage Suggestions

1. Choose euler as the sampling method, 20 steps can achieve faster speed, and over 40 steps can obtain better quality.

2. The resolution of generated images should not be lower than 1024x1024, otherwise quality degradation may occur.

3. For specific keyword usage, you can refer to the preview images. All preview images are randomly generated using text-to-image generation with keywords.

Accompanying Keywords

Building Types

• venue

• school

• hospital

• apartment

• Complex

• office building

• residential building

• industrial park

• Clubhouse

• library

• museum

• theater

• religious building

• cultural heritage

• sports facility

Perspective

• person perspective

• high angle perspective

• one point perspective

• two point perspective

• bird's eye view

• street view

• Upward Angle

• partial perspective

Effects (Weather)

• overcast day

• rainy day

• snowy day

• autumn scenery

• sunny day

• cloudy

• foggy

Architectural Style

• modern style

• European style

• new Chinese style

• anomalous building

• Mediterranean style

• colonial style

• traditional Chinese architecture

Atmosphere

• commercial atmosphere

• cultural atmosphere

• tranquility

• bustle

• majesty

• coziness

Light Source

• backlight

• front side light

• diffuse light

• point light

• ambient light

Content

• green landscape

• commercial landscape

• urban traffic road

• square

• pathway

• translucent

• water bodies

• flora and fauna

Scale Enhancement

• low-rise

• multi-story

• high-rise

Others

• courtyard

• pedestrian street

Building Materials

• glass curtain wall structure

• stone wall and glass structure

• metal structure

• stone structure

• concrete

• brick

• wood

• steel

• granite

• limestone

• pine

• oak

Design Elements

• arc

• column

• archway

• balcony

• terrace

Time Tags

• sunset

• early morning

• midnight

• noon

• dusk

• evening

Technical Tags

• 3D model

• concept design

• technical drawing

• architectural rendering

• real-life photograph

Future Plans After this open-source release, we may open-source other models in the series based on feedback. If you like this model, please leave comments and support. If there's a demand, we will establish a communication group later to share usage experiences and suggestions with other users. We look forward to your feedback to help us continuously improve and optimize the model.

       优_建筑效果图大模型flux.1 Foundation fp8

模型介绍

    优_建筑效果图大模型flux.1是基于flux架构微调训练而成的适用于生成建筑效果图的AI大模型。本次发布的是该模型开源的第二个版本，该版本在性能上并不显著优于先前发布的模型，而是在不同关键词下拥有更好的表现，可以参照参考图片以及自行测试。

      因flux模型优秀的性能表现一经推出就大幅超越了sdxl及sd3，因此我们有理由相信在不久的将来flux的社区内容也将会被逐渐完善，因此目前开始flux模型训练的尝试，当前发布的为先行测试版本。

模型特点

1. 该模型是通过深入行业内部交流，根据需求定制的针对行业关键词特化的建筑类大模型。

2. 在个别场景中，如要求模型生成高视点透视的图片时，该模型表现优于大多数开源模型，能够较高概率地生成符合需求的图片。

3. 使用配套关键词能达到最佳的使用体验，同时可以自行添加"最佳质量"、"大师作品"等玄学词汇以及其他需要的词汇。

使用建议

1. 采样方法选择euler，20步即可达到较快的速度,40步以上可获得较好的质量。

2. 生成图片分辨率尽量不要低于1024x1024，否则可能会出现质量下降的情况。

3. 具体关键词写法可以参考预览图片，所有预览图片均为关键词随机文生图生成。

配套关键词

建筑类型

• 场馆: venue

• 学校: school

• 医院: hospital

• 公寓或酒店: apartment

• 综合体: Complex

• 写字楼或办公楼: office building

• 住宅: residential building

• 产业园区: industrial park

• 会所: Clubhouse

• 图书馆: library

• 博物馆: museum

• 剧院: theater

• 宗教建筑: religious building

• 文化遗产: cultural heritage

• 体育设施: sports facility

视角

• 人视点透视: person perspective

• 高视点透视: high angle perspective

• 一点透视: one point perspective

• 两点透视: two point perspective

• 鸟瞰俯视: bird's eye view

• 沿街视角: street view

• 仰视角度: Upward Angle

• 局部透视: partial perspective

效果（天气）

• 阴天: overcast day

• 雨天: rainy day

• 雪景: snowy day

• 秋景: autumn scenery

• 晴天: sunny day

• 多云: cloudy

• 雾天: foggy

建筑风格

• 现代风格: modern style

• 欧式风格: European style

• 新中式: new Chinese style

• 异形建筑: anomalous building

• 地中海风格: Mediterranean style

• 殖民风格: colonial style

• 中式古建筑: traditional Chinese architecture

氛围

• 商业氛围: commercial atmosphere

• 文化氛围: cultural atmosphere

• 宁静: tranquility

• 喧嚣: bustle

• 庄严: majesty

• 温馨: coziness

光源

• 逆光源: backlight

• 正侧光源: front side light

• 漫射光源: diffuse light

• 点光源: point light

• 环境光: ambient light

内容物

• 绿化景观: green landscape

• 商业景观: commercial landscape

• 城市交通道路: urban traffic road

• 广场: square

• 小路: pathway

• 透光: translucent

• 水体: water bodies

• 动植物: flora and fauna

比例加强

• 低层: low-rise

• 多层: multi-story

• 高层: high-rise

其他

• 庭院: courtyard

• 步行街: pedestrian street

建筑材质

• 玻璃幕墙结构: glass curtain wall structure

• 石墙与玻璃结构: stone wall and glass structure

• 金属结构: metal structure

• 石材结构: stone structure

• 混凝土: concrete

• 砖: brick

• 木材: wood

• 钢结构: steel

• 花岗岩: granite

• 石灰石: limestone

• 松木: pine

• 橡木: oak

设计元素

• 弧形: arc

• 柱子: column

• 拱门: archway

• 阳台: balcony

• 露台: terrace

时间标签

• 日落: sunset

• 清晨: early morning

• 午夜: midnight

• 中午: noon

• 黄昏: dusk

• 傍晚: evening

技术性标签

• 3D模型: 3D model

• 概念设计: concept design

• 技术绘图: technical drawing

• 建筑渲染图: architectural rendering

• 实景照片: real-life photograph

后续计划

     本次开源后，我们将依据反馈可能开源系列其他模型。如果您喜欢这款模型，请多留言支持。如果有需求，之后会建立我们的交流群，与其他用户分享使用心得和建议。我们期待您的反馈，以帮助我们不断改进和优化模型。