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AIModels by VisionInit
We fill the role of 'pip' or 'npm' for AI models.
- Install a model once, and use everywhere
- Users could save huge amounts of disk space
- For developers, less code to manage of downloading and installing models
- aimodels.json used like requirements.txt / package.json
Mission
The mission is to provide the best user and development experience for retreiving and using AI Models.
Momentum
Progress since October 9th (start date)
- aimodels.org registry website | Contributors: @A7medmasry, @moinakmalkhan Moin Khan
- aimm app alpha version | linux, mac, win builds | Contributors: @Rayrsn
- developed relationships with AI app developers want to use this
- aimm gui that is beautiful and articulated (not connected to api yet)
- docs.aimodels.org documentation site
Development Roadmap
2022 December
- [ ] Alpha launch & Announcements (after Alpha launch, community engagement & understanding what adds value will be significant ongoing effort)
- [ ] Internationalization [AIMM, AIModels.org]
- [ ] Automate Model Scans [AIModels.org]
- [ ] Automate Image Previews [AIModels.org]
2023 January
- [ ] Model Trust Validation (phone, social media, etc) Preview [AIModels.org]
- [ ] More robust interface for user submissions [AIModels.org]
- [ ] User profiles to show involvement with models [AIModels.org]
Feburary
- [ ] Integrate frontend GUI [AIMM] Preview
- [ ] Release pypi package
- [ ] Submit to debian packages
Beyond
- Registry / Repository services
- Host 'white-label' custom repositories
- Offer distribution of site software
Website (aimodels.org)
- Allow users to sell models
- Packaging Custom Models (blends)
- More tools for model evaluation (like compare)
- Funnel individuals of interest to community dataset efforts
AIMM (CLI + GUI Combo)
- Daemon functionalities, Stable Horde
- Allocate % to opt-in model training campaigns