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| title: README | |
| emoji: 🏆 | |
| colorFrom: pink | |
| colorTo: purple | |
| sdk: static | |
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| thumbnail: >- | |
| https://cdn-uploads.huggingface.co/production/uploads/68a5d0966d33a07f8aad2e51/vEv2iwEIhlXC3sG_2Qn9m.png | |
| short_description: Open-Source Small Language Model Research | |
|  | |
| <h1 align="center">Welcome to SupraLabs!</h1> | |
| <p align="center"> | |
| <a href="https://supra-labs.com"> | |
| <img src="https://img.shields.io/badge/%20Visit-SupraLabs-8F5BFF?style=plastic&labelColor=4DB8FF&logo=googlechrome&logoColor=white" alt="Visit SupraLabs"> | |
| </a> | |
| <a href="https://supra-labs.com/try-supra-50m"> | |
| <img src="https://img.shields.io/badge/%20Try-Supra--50M-4DB8FF?style=plastic&labelColor=8F5BFF&logo=rocket&logoColor=white" alt="Try Supra-50M"> | |
| </a> | |
| </p> | |
| 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 | | |
| |---------|-------------| | |
| | [Supra-1.5 Instruct (EXP)](https://huggingface.co/SupraLabs/Supra-1.5-50M-instruct-exp-gguf) | Instruction-tuned experimental release. [Demo](https://huggingface.co/spaces/SupraLabs/Supra1.5-50M-Instruct-Demo) | | |
| | [Supra-1.0 Reasoning (50M)](https://huggingface.co/SupraLabs/Supra-50M-Reasoning) | First-generation reasoning model. [Demo](https://huggingface.co/spaces/SupraLabs/Supra-50M-Reasoning-Demo) | | |
| | [Supra-1.5 Base (EXP)](https://huggingface.co/SupraLabs/Supra-1.5-50M-Base-exp) | Base model (v1.5 · Latest). | | |
| | [Supra-50M-Instruct(EXP)](https://huggingface.co/SupraLabs/Supra-50M-Instruct) | First-generation chat model. | | |
| | [Supra Title 50M (PRE)](https://huggingface.co/SupraLabs/supra-title-50M-pre-gguf) | First-generation chat title model built on SupraLabs' own foundation model. | | |
| | [Supra-A2A-Nano](https://huggingface.co/SupraLabs/Supra-A2A-Nano-Exp) | Multimodal experimental Any-to-Any model | | |
| | [All Models from SupraLabs](https://huggingface.co/SupraLabs/models) | View all the AI models from SupraLabs | | |
| _Datasets_ | |
| | Dataset | Description | | |
| |----------|-------------| | |
| | [150K Chat Titles (Unfiltered)](https://huggingface.co/datasets/SupraLabs/chat-titles-unfiltered-150K) | 150K samples of unfiltered chat title data. | | |
| | [115K Chat Titles (Filtered)](https://huggingface.co/datasets/SupraLabs/chat-titles-filtered-115K) | 115K filtered chat titles generated from the first user message. | | |
| | [500× Supra-1.0 Reasoning](https://huggingface.co/datasets/SupraLabs/SupraThink-Dataset-500x) | 500 reasoning traces from Qwen-3-1.7B used to train the first-generation reasoning model. | | |
| _Blogs & Research_ | |
| | Resource | Description | | |
| |-----------|-------------| | |
| | [Blog](https://huggingface.co/spaces/SupraLabs/Blog) | Read our latest blog posts. | | |
| | [Research](https://huggingface.co/spaces/SupraLabs/Research-SupraLabs) | 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 are we? | |
| _We are_ | |
| - @AxionLab-official | |
| - @LH-Tech-AI | |
| - @QyrouNnet-AI | |
| - @User01110 | |
| - @MariusNocturnum | |
| - @lesageethan | |
| We are creating small open-source models for everyone. | |
| Our models can be found in the [open SLM leaderboard](https://huggingface.co/spaces/AxiomicLabs/Open_SLM_Leaderboard) – feel free to check out! | |
| You can support us with a follow! 😊 |