procedure2012/Helios-Reasoner-7B-Prod

Helios-Reasoner-7B

<!-- markdownlint-disable first-line-h1 --> <!-- markdownlint-disable html --> <!-- markdownlint-disable no-duplicate-header -->

<div align="center"> <img src="figures/fig1.png" width="60%" alt="Helios-Reasoner-7B" /> </div> <hr>

<div align="center" style="line-height: 1;"> <a href="LICENSE" style="margin: 2px;"> <img alt="License" src="figures/fig2.png" style="display: inline-block; vertical-align: middle;"/> </a> </div>

1. Introduction

Helios-Reasoner-7B is our flagship open reasoning model. Through extended RLHF and a curated math/code post-training mix, it now closes much of the gap with frontier closed models on hard multi-step reasoning.

<p align="center"> <img width="80%" src="figures/fig3.png"> </p>

2. Evaluation Results

Comprehensive Benchmark Results

<div align="center">

</div>

Overall Performance Summary

The Helios-Reasoner-7B demonstrates strong performance across all evaluated benchmark categories, with particularly notable results in reasoning and generation tasks.

Release status: PRODUCTION

3. Chat Website & API Platform

We offer a chat interface and API for you to interact with Helios-Reasoner-7B. Please check our official website for more details.

4. How to Run Locally

Please refer to our code repository for more information about running Helios-Reasoner-7B locally.

Temperature

We recommend setting the temperature parameter to 0.6.

5. License

This repository is released under the apache-2.0 license. The model supports commercial use.

6. Contact

If you have any questions, please contact us at research@helios-labs.ai.