---
title: README
emoji: 🔥
colorFrom: yellow
colorTo: yellow
sdk: static
pinned: false
---

<h3 align="center">Welcome to SurjoLabs!</h3>

<p align="center">
  <a href="https://huggingface.co/models?other=SurjoLabs">Models</a> • 
  <a href="https://huggingface.co/datasets?other=SurjoLabs">Datasets</a> • 
  <a href="https://huggingface.co/SurjoLabs/collections">Collections</a>
</p>

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### About Us

**SurjoLabs** is an independent AI research lab focused on developing ultra-efficient Small Language Models (SLMs), micro-architectures, and multilingual resources. Our goal is to push the boundaries of what models under 500M parameters can achieve on standard consumer hardware.

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### Flagships in weight classes

| Model | Parameters | Type | Purpose |
| :--- | :--- | :--- | :--- |
| **[Flare](https://huggingface.co/SurjoLabs/Flare)** | ~150M | Text-Generation | Flagship |
| **[Surjo-100m](https://huggingface.co/SurjoLabs/Surjo-100m)** | ~100M | Text-Generation | Finetuned for tasks |
| **[Surjo-50m](https://huggingface.co/SurjoLabs/Surjo-50m)** | ~50M | Text-Generation | Finetuned for tasks |
| **[Spark-2A](https://huggingface.co/SurjoLabs/Spark-2A)** | ~10M | Text-Generation | Research |
| **[Ember-2](https://huggingface.co/SurjoLabs/Ember-2)** | ~3M | Text-Generation | Research |
| **[Surjo-Image-Preview](https://huggingface.co/SurjoLabs/Surjo-Image-Preview)** | ~100M | Text-to-Image | DiT Preview |

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<h4 align="center">Partners</h4>
<p align="center">
  <div align="center">
    <img src="https://huggingface.co/api/organizations/dotlabs/avatar?redirect=true">
    <a href="https://huggingface.co/dotlabs">Dotlabs</a>
  </div>
</p>

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### Maintainers

Founded & maintained by [@spitfire4794](https://huggingface.co/spitfire4794).