Helios Reasoner 7B Prod | Sweet Tea Studio
Resources / Helios Reasoner 7B Prod Helios Reasoner 7B Prod 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. Evaluation Results Comprehensive Benchmark Results
Kind feature-extraction Version vaf10bea62f0a9d76c157d20894ec6de7665245ab License apache-2.0 Publisher Procedure2012 D grade
Model source
Kind feature-extraction
Version vaf10bea62f0a9d76c157d20894ec6de7665245ab
License apache-2.0
Publisher Procedure2012
Source Hugging Face
Helios-Reasoner-7B ## 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. ## 2. Evaluation Results ### Comprehensive Benchmark Results | | Benchmark | Falcon-S | Mistral-Lite | Helios-v1 | Helios-Reasoner-7B | |---|---|---|---|---|---| | | Math Reasoning | 0.533 | 0.515 | 0.519 | 0.573 | | | Logical Reasoning | 0.808 | 0.781 | 0.830 | 0.838 | | | Common Sense | 0.699 | 0.723 | 0.714 | 0.750 | | | Reading Comprehension | 0.684 | 0.679 | 0.669 | 0.718 | | | Question Answering | 0.606 | 0.571 | 0.584 | 0.618 | | | Text Classification | 0.791 | 0.797 | 0.818 | 0.838 | | | Sentiment Analysis | 0.767 | 0.774 | 0.755 | 0.800 | | | Code Generation | 0.641 | 0.651 | 0.668 | 0.674 | | | Creative Writing | 0.593 | 0.624 | 0.603 | 0.636 | | | Dialogue Generation | 0.617 | 0.613 | 0.632 | 0.660 | | | Summarization | 0.728 | 0.736 | 0.739 | 0.779 | | | Translation | 0.780 | 0.764 | 0.783 | 0.811 | | | Knowledge Retrieval | 0.637 | 0.677 | 0.661 | 0.688 | | | Instruction Following | 0.755 | 0.751 | 0.719 | 0.770 | | | Safety Evaluation | 0.693 | 0.702 | 0.709 | 0.750 | ### 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 . Source excerpts
3 excerpts 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. Evaluation Results Comprehensive Benchmark Results
Core Reasoning Tasks
Language Understanding
Generation Tasks
Specialized Capabilities
research@helios-labs.ai
Readme excerpt
Jul 13
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.
procedure2012/Helios-Reasoner-7B-Prod