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title: README
emoji: π
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π Novi AI
Novi AI is an experimental AI project focused on building small, efficient language models and exploring what can be achieved at the million-parameter scale.
π§ Models
| Model | Parameters | Training Tokens | Status |
|---|---|---|---|
| Novi-Nano | 1M | 300M | β Released |
| Novi-Micro | 5M | 1B | β Released |
| Novi-Mini | 10M | 15B | π Planned |
| Novi-Medium | 25M | 25B | π Planned |
| Novi-Pro | 50M | 65B | π Planned |
| Novi-Ultimate | 100M | 75B | π Planned |
β Novi-Micro
Novi-Micro is the latest released Novi base model and the next step after Novi-Nano.
With approximately 5.04 million parameters, Novi-Micro was trained from scratch on 1 billion tokens with a 2,048-token context window.
- π§ ~5.04M parameters
- π 1B training tokens
- π€ 16,384-token vocabulary
- π 2,048-token context
- π FineWeb-HQ
- β‘ GPU-accelerated training
- ποΈ Custom BananaMind 2-style architecture
- π» Designed for lightweight experimentation
Novi-Micro is a base language model, intended primarily for research, experimentation, and further training rather than instruction-following.
πΉ Novi-Nano
Novi-Nano was the first released Novi model, introducing the project at the million-parameter scale.
- π§ ~1.26M parameters
- π 300M training tokens
- π€ 8,192-token vocabulary
- π 256-token context
- π FineWeb-Edu, FineWeb-HQ, and SmolLM-Cosmopedia
- β‘ GPU-accelerated training
- π» Designed for lightweight experimentation
Novi-Nano remains available as an earlier-generation experimental model.
π§ͺ Experimental Projects
- Novi-Code β Compact text + code model
- Yuki β Image-generation research
- Super-Novi β Intentionally chaotic experiment
- Hyper-Novi β Experimental model exploring unconventional training data
These projects are experimental and may change, be renamed, or never be released.
π οΈ Project Kairo
Project Kairo is the development codename for the Novi project.
It encompasses the development and experimentation behind the Novi model series, including Novi-Micro and future models.
π Project History
AppleMind
Before Novi, there was AppleMind β an earlier experimental language-model project.
AppleMind is now retired, with Novi becoming the primary project.
AppleMind β Novi AI β Novi-Nano β Novi-Micro π
Small models. Big experiments.
Novi AI 2026 β Project Kairo
