https://github.com/adithya-s-k/diffusechain
🎨Streamlining the creation of consistent diffusion images with AI-powered prompt optimization, seamless model/API integration, functional chains, training pipelines, and integrated storage
Science Score: 13.0%
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Low similarity (14.5%) to scientific vocabulary
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Repository
🎨Streamlining the creation of consistent diffusion images with AI-powered prompt optimization, seamless model/API integration, functional chains, training pipelines, and integrated storage
Basic Info
- Host: GitHub
- Owner: adithya-s-k
- License: mit
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://diffusechain.gitbook.io/
- Size: 1.12 MB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
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Metadata Files
README.md
🎨🔗Diffusechain
diffusechain is a code-first library that simplifies the generation of consistent and predictable stable diffusion based images. It acts as a wrapper around existing frameworks, abstracting the complexities and providing easy-to-use functionality. Whether you want to optimize prompts, generate consistent images, or manage storage, diffusechain has got you covered.
⬇️ Quick Install
python
pip install diffusechain
⚙️ Core Features
- Prompt Engine: Optimize your prompts using large language models (LLMs).
- Models/APIs: Easily interact with various UI platforms like
automatic1111. - Chains: Define sequences of functions for consistent results. Example: Generate consistent QR code images, consistent face generation.
- Pipelines: Train and fine-tune models. Generate LLMs, LORAs, and checkpoints.
- Storage: Integrated with various storage providers like AWS S3, Cloudinary, and many more.
👨🏼‍💻Usage
Diffusechain is designed to be used in conjunction with Automatic1111 and Diffusers. It makes it easier to interact with these libraries and allows you to easily automate image generation workflows.
🤝 Contributing
Contributions are welcome! Please check out the todos below, and feel free to open a pull request. For more information, please see the contributing guidelines.
đź“ś License
Diffusechain is licensed under the MIT License. See the LICENSE file for more details.
Acknowledgements
- This project is built upon the
diffusers,Automatic1111libraries by independent contributors, but it is in no way affiliated with these projects. - In the initial development of
diffusechain, we utilized code from the sdwebuiapi project for one of our library components. We greatly appreciate the work done by the creators ofsdwebuiapiand would like to acknowledge their contribution to the open-source community. - This project is meant to be used as a tool for prototyping and is still not ready for production use. Please use it responsibly.
Contact
Adithya S K - @adithyask
Project Link: https://github.com/adithya-s-k/diffusechain
Owner
- Name: Adithya S K
- Login: adithya-s-k
- Kind: user
- Location: Indian
- Company: Cognitivelab
- Website: https://adithyask.com/
- Twitter: adithya_s_k
- Repositories: 60
- Profile: https://github.com/adithya-s-k
Exploring Generative AI • Google DSC Lead'23 • Cloud & Full Stack Engineer • Drones & IoT • FOSS Contributor
GitHub Events
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Last synced: 11 months ago
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- Total issues: 0
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- Total pull request authors: 0
- Average comments per issue: 0
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- Merged pull requests: 0
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- Bot pull requests: 0
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- Pull requests: 0
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Packages
- Total packages: 1
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Total downloads:
- pypi 18 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 9
- Total maintainers: 1
pypi.org: diffusechain
- Documentation: https://diffusechain.readthedocs.io/
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Latest release: 0.1.52
published over 2 years ago