gguf cortex.cpp text-generation arxiv:2501.19393 license:mit endpoints_compatible region:us conversational
---
license: mit
pipeline_tag: text-generation
tags:
- cortex.cpp
---
## Overview
The 'simplescaling-s1' model is a refined version of 'simplescaling/s1-32B,' designed to enhance scalability and streamline tasks in AI applications. It focuses on efficiently managing resource allocation while maintaining high performance across various workloads. This model is particularly effective for text generation, summarization, and conversational AI, as it balances speed and accuracy. Users can leverage 'simplescaling-s1' for building scalable applications that require processing large datasets or generating content quickly. Overall, the model achieves impressive results with reduced computational overhead, making it suitable for both research and practical deployments.
## Variants
| No | Variant | Cortex CLI command |
| --- | --- | --- |
| 1 | [Simplescaling-s1-32b](https://huggingface.co/cortexso/simplescaling-s1/tree/32b) | cortex run simplescaling-s1:32b |
## Use it with Jan (UI)
1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
2. Use in Jan model Hub:
    ```bash
    cortexso/simplescaling-s1
    ```
    
## Use it with Cortex (CLI)
1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart)
2. Run the model with command:
    ```bash
    cortex run simplescaling-s1
    ```
## Credits
- **Author:** simplescaling
- **Converter:** [Homebrew](https://www.homebrew.ltd/)
- **Original License:** [License](https://choosealicense.com/licenses/apache-2.0/)
- **Paper**: [Paper](https://arxiv.org/abs/2501.19393)