foreword
Welcome to a creative journey that focuses on two exciting technologies, ChatGPT and stable-diffusion. In this article, we'll explore how these two technologies can be used together to open up entirely new possibilities for artistic creation. We will explore how to use ChatGPT to generate imaginative ideas, and how to use stable-diffusion techniques to render exquisite Chinese art style. We'll also cover some amazing examples that showcase the true potential and creativity of these technologies. Whether you are an art lover, technology explorer, or a reader who wants to explore new areas, this article will provide you with a wonderful journey. Follow us through time and space and discover the amazingness of ChatGPT and stable-diffusion.
ChatGPT: A Fountain of Ideas
ChatGPT is a deep learning model based on natural language processing (NLP) technology with the ability to generate natural language text. Developed by OpenAI, it uses vast amounts of training data and computing resources and is capable of generating various types of text, including dialogues, articles, stories, and more. Through simple input prompts, ChatGPT can automatically generate input-related text with great creativity and imagination.
In the field of artistic creation, ChatGPT provides unlimited possibilities. We can use ChatGPT to generate all kinds of imaginative works of art, such as poems, novels, movie scripts, and more. By feeding in different creative cues, we can make ChatGPT generate countless possible artistic creations. Below is an example:
"On the streets of the bustling city, a mysterious woman suddenly appeared. She held a magic staff, and the surrounding buildings began to change..."
By entering this short prompt, ChatGPT can generate an imaginative story that we can develop into novels, comics, movies, and more.
Stable-Diffusion: Beautiful art style
Stable-Diffusion is a deep learning technique that can generate images of great artistic value. Unlike traditional image generation techniques, Stable-Diffusion produces high-resolution images with excellent visual effects. Based on the flow model, this technology uses a large amount of data and computing resources for training, and can generate various images with Chinese style, such as landscape paintings, figure paintings, etc.
One advantage of the Stable-Diffusion technique is that it allows simple input prompts to control the image generation process. We can use various creative input prompts to generate different art styles, for example:
"Generate a woman in Hanfu and write poems in the bamboo forest."
With this simple cue, Stable-Diffusion was able to generate a chinoiserie-inspired image that evokes the mystery and beauty of the bamboo forest.
Combination of ChatGPT and Stable-Diffusion
When ChatGPT and Stable-Diffusion are combined, they can bring new possibilities to artistic creation. We can use ChatGPT to generate imaginative artistic ideas, and then use Stable-Diffusion technology to transform these ideas into beautiful works of art. This combination can make it easier for us to create stunning works of art, and it can also greatly improve our creative efficiency.
Here is an example of an artwork combining ChatGPT and Stable-Diffusion:
"Generating a traditional Chinese courtyard, there is a woman in ancient costume standing in the garden with a flower in her hand."
By inputting this creative cue, ChatGPT can generate an imaginative scene description. We can then use the Stable-Diffusion technique to transform this scene into a beautiful work of art that showcases the beauty and mystery of ancient Chinese courtyards.
In conclusion, the combination of ChatGPT and Stable-Diffusion technology brings us infinite possibilities. Whether it is artistic creation, literary creation, or other types of creation, these two technologies can help us realize our creative desires more easily.
Implementation example
Construction method
ChatGPT registration and use
See 【Lawyer Letter Warning】-ChatGPT writes a novel with the theme of chicken you are too beautiful
Stable-Diffusion construction and use [MAC M1]
- Clone the code repository
git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
- Install torch environment
save create -n sd python=3.10.6
conda activate sd
pip install -r requirements_versions.txt
- GPU torch MPS installation
See Zhenxiang ~ the use of BERT in MAC Pytorch
conda install pytorch torchvision torchaudio -c pytorch
- startup code
source webui-macos-env.sh // involves the initialization of some environment variables
- Modify some initial environment checks in the startup code
- download model
https://civitai.com: Contains many player-adjusted Lora models
TIPS: LoRA, the English full name is Low-Rank Adaptation of Large Language Models, literally translated as low-level adaptation of large language models. This is a technology developed by Microsoft researchers to solve fine-tuning of large language models. Similar to BERT's fine-tuning~
Chinese wind foundation & Lora model link:
GuoFeng3_Lora | Stable Diffusion LORA | Civitai
GuoFeng3 | Stable Diffusion Checkpoint | Civitai
墨心 MoXin | Stable Diffusion LORA | Civitai
The Lora model is placed under models/Lora:
The base model is placed under models/Stable-diffusion:
- startup script
python launch.py
- Web usage: model selection & Lora selection & template selection & parameter selection
where CFG stands for cue word correlation
eggs
Check out how much AI-generated content this blog has:
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Bow down to civilization! ! !