cortexso/marco-o1

Overview

Marco-o1 not only focuses on disciplines with standard answers, such as mathematics, physics, and coding—which are well-suited for reinforcement learning (RL)—but also places greater emphasis on open-ended resolutions. We aim to address the question: "Can the o1 model effectively generalize to broader domains where clear standards are absent and rewards are challenging to quantify?"

Currently, Marco-o1 Large Language Model (LLM) is powered by Chain-of-Thought (CoT) fine-tuning, Monte Carlo Tree Search (MCTS), reflection mechanisms, and innovative reasoning strategies—optimized for complex real-world problem-solving tasks.

Variants

No	Variant	Cortex CLI command
1	Marco-o1-8b	cortex run marco-o1:8b

Use it with Jan (UI)

1. Install Jan using Quickstart
2. Use in Jan model Hub:

   cortexhub/marco-o1
   

Use it with Cortex (CLI)

1. Install Cortex using Quickstart
2. Run the model with command:

   cortex run marco-o1
   

Credits

• Author: AIDC-AI
• Converter: Homebrew
• Original License: Licence
• Papers: Paper