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| title: README |
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| <h3 align="center">Welcome to SurjoLabs!</h3> |
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| <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 |
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| **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 |
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| | 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 |
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| Founded & maintained by [@spitfire4794](https://huggingface.co/spitfire4794). |
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