The state-of-the-art Supra2 family flagship release
SupraLabs
non-profit
AI & ML interests
SupraLabs is an independent AI research org developing efficient, open-weight small models to make high-performance AI accessible on standard hardware. Learn more at supra-labs.com.
Recent Activity
Organization Card
Welcome to SupraLabs!
SupraLabs is a small independent research group focused on educational and experimental AI systems built with limited consumer hardware. Our mission is to advance efficient and accessible AI by developing open-source Language and Multimodal Models, datasets, and tools that can run on a wide range of hardware.
Latest releases
| Model | Description |
|---|---|
| Supra2 100M Instruct | Latest Instruction-tuned flagship model. Demo |
| Supra-1.5 Base (EXP) | Base model (v1.5). |
| Supra-A2A-Nano (EXP) | Multimodal experimental Any-to-Any model. |
| All Models from SupraLabs | View all the AI models from SupraLabs. |
Supra LM family
| Model | Description |
|---|---|
| Supra2 100M Instruct | Latest flagship Instruction-tuned model. Demo |
| Supra2-100M-Base | Latest flagship base model. |
| Supra-1.5 Base and instruct(EXP) | Base and instruct model (v1.5 · Almost deprecated). |
| Supra-50M-Reasoning | Deprecated |
| Supra-50M-Instruct | Deprecated |
| Supra-50M-Base | Deprecated |
Datasets
| Dataset | Description |
|---|---|
| 500× Supra-1.0 Reasoning | 500 reasoning traces from Qwen-3-1.7B used to train the first-generation reasoning model. |
Blogs & Research
| Resource | Description |
|---|---|
| Blog | Read our latest blog posts. |
| Research | Explore our research publications and findings. |
Our Naming Conventions:
At SupraLabs, we use a strict naming system for our models to avoid confusion!
EXP (Experimental) — Early-stage release intended for testing and development. These models may be unstable, incomplete, or subject to significant changes.
Preview — A near-final release that provides an early look at the intended final model. Minor tuning, optimizations, or improvements may still be pending.
No Tag — Stable final release. Recommended for general use and represents the intended production version.
Who we are
We are
Our models can be found in the open SLM leaderboard – feel free to check out!
© SupraLabs AI Org. - 2026
spaces 9
pinned
Running on Zero
MCP
4
Supra-A2A-Nano-Exp
🌐
Tiny any-to-any multimodal GPT (text + image) prototype demo
pinned
Running
Agents
Featured
12
Supra1.5 50M Instruct Demo
📉
Supra1.5-50M-Instruct demo
Running
MCP
4
SupraElegans-500K Explorer
🪱
Watch a 574K-param non-Transformer LM think
Paused
Agents
4
SupraWeather Nano Demo
🌖
Predict weather phenomenon from atmospheric inputs
Running
13
Blog
📢
All news and blog posts at SupraLabs
models 29
SupraLabs/Supra2-Nano
Text Generation • 800k • Updated • 728 • 15
SupraLabs/SupraElegans-500k
Text Generation • 612k • Updated • 1.39k • 29
SupraLabs/Supra2-100M-Instruct
Text Generation • 0.1B • Updated • 3.85k • 43
SupraLabs/Supra2-100M-Base
Text Generation • 0.1B • Updated • 819 • 21
SupraLabs/SupraBrain-50M
Text Generation • 49.9M • Updated • 337 • 14
SupraLabs/Supra-Title-350M-exp-GGUF
Feature Extraction • 0.4B • Updated • 773 • 48
SupraLabs/Supra1.5-50M-Base-exp
Text Generation • 51.8M • Updated • 1.72k • 22
SupraLabs/Supra1.5-50M-Instruct-exp
Text Generation • 51.8M • Updated • 1.2k • 50
SupraLabs/Supra-1.5-50M-instruct-exp-gguf
Text Generation • 51.8M • Updated • 1.19k • 18
SupraLabs/DistillSupra-0.2M
Text Generation • 289k • Updated • 253 • 7