To be good at building prompts, you need to think like Stable Diffusion. At its core, it is animage sampler, generating pixel values that we humans likely say it’s legit and good. You can even use it without prompts, and it would generate many unrelated images. In technical terms, this...
The text for adding Lora to the prompt, <lora:filename:multiplier>, is only used to enable Lora, and is erased from prompt afterwards, so you can't do tricks with prompt editing like [<lora:one:1.0>|<lora:two:1.0>]. A batch with multiple different prompts will only use the Lora fr...
Stable Diffusion belongs to a class of deep learning models calleddiffusion models. They are generative models, meaning they are designed to generate new data similar to what they have seen in training. In the case of Stable Diffusion, the data are images.稳定扩散属于一类称为扩散模型的深度学习...
与Stable DiffusionV1-v2相比,Stable Diffusion XL主要做了如下的优化: 对Stable Diffusion原先的U-Net,VAE,CLIP Text Encoder三大件都做了改进。 增加一个单独的基于Latent的Refiner模型,来提升图像的精细化程度。 设计了很多训练Tricks,包括图像尺寸条件化策略,图像裁剪参数条件化以及多尺度训练等。
集成改进的创新:比如说将不同AI细分领域的有效Tricks迁移到特定AI领域再次形成SOTA性能。 从整体上看,Rocky认为Stable Diffusion 3和FLUX.1系列模型的发布,都是属于第一层到第二层之间的创新迭代。 在本文的后续内容中,Rocky将对Stable Diffusion 3和FLUX.1系列模型的全维度各个细节做一个深入浅出的分析与总结(SD ...
总的来说,如果说Stable Diffusion是“优化噪声的艺术”,那么U-Net将是这个“艺术”的核心主导者。 【二】U-Net在AIGC时代中的核心结构与细节 Stable Diffusion中的U-Net,在Encoder-Decoder结构的基础上,增加了Time Embedding模块,Spatial Transformer(Cross Attention)模块和self-attention模块。
Stable Diffusion, a popular AI art generator, requires text prompts to make an image. Sometimes it does an amazing job and generates exactly what you want with a vague prompt. Other times, you get suboptimal outputs. Here are some tips and tricks to get ideal results. ...
The KISS principal. 2023-07-30 Added "anchors" to the slider trainer. This allows you to set a prompt that will be used as a regularizer. You can set the network multiplier to force spread consistency at high weightsAbout Various AI scripts. Mostly Stable Diffusion stuff. Resources Readme...
Prompt Translator sd-tagging-helper AIDraw sd_dreambooth_extension with lora multidiffusion-upscaler 标记器扩展-tokenizer openpose-hand-editor ps插件 Auto-Photoshop-StableDiffusion-Plugin 视频 Swap Face 训练 综述1 综述2 hypernetwork 网络结构最好不要超过三层,几十个素材就用默认1,2,1结构,几百张就用...
To be good at building prompts, you need to think like Stable Diffusion. At its core, it is animage sampler, generating pixel values that we humans likely say it’s legit and good. You can even use it without prompts, and it would generate many unrelated images. In technical terms, this...