---
title: TinyModels
emoji: โก
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 6.14.0
pinned: false
license: mit
---
# TinyModels ๐คโก
### *Big intelligence. Tiny Parameters.*
We build **small, fast, production-ready models** that punch way above their weight.
No bloat. No nonsense. Just models that work โ on your laptop, your phone, your API.
---
## ๐ง Philosophy
> Most AI labs race to make models bigger.
> We race to make them **smaller without losing what matters.**
Every model we ship follows three rules:
```
1. Fits on a free GPU โ deployable by anyone
2. Beats models twice its size โ efficiency over parameters
3. Ships with clean docs โ actually usable in production
```
---
## โก Why Tiny?
| | Big Models | TinyModels |
|---|---|---|
| **Cost** | $$$ per inference | Free / near-free |
| **Latency** | 500msโ2s | 20โ80ms |
| **Deployment** | Needs A100 | Runs on T4, CPU, phone |
| **Accessibility** | Labs only | Everyone |
| **Carbon** | ๐ฅ High | ๐ฑ Low |
---
## ๐ค Open to Everyone
TinyModels is a **free, open community** โ anyone can join, contribute models, datasets, or ideas.
No gatekeeping. No paywalls. Just good models, open to all.
> ๐ **Want to contribute?** Follow the org and reach out!
---
## ๐ ๏ธ Built With
Every model is trained on **Google Colab free tier** to prove it doesn't take a supercomputer to build something great.
---
## ๐ Quick Start
All TinyModels work the same way:
```bash
pip install transformers torch sentencepiece huggingface_hub
```
```python
from huggingface_hub import hf_hub_download
# Load any model in minutes โ see individual model cards for full usage
```
---
Built with โค๏ธ by the community ยท Free forever ยท Open to all
*Tiny models. Huge ambitions.*