Step-DeepResearch
Step-DeepResearch is a cost-effective, end-to-end deep research agent model designed for autonomous information exploration and professional report generation in open-ended research scenarios. It integrates atomic capabilities such as planning, information seeking, reflection, and report generation to perform comprehensive research tasks. The model is trained using a progressive pipeline that includes agentic mid-training, supervised fine-tuning, and reinforcement learning, enabling it to handle complex research workflows efficiently.
Step-DeepResearch is a cost-effective, end-to-end deep research agent model designed for autonomous information exploration and professional report generation in open-ended research scenarios. It integrates atomic capabilities such as planning, information seeking, reflection, and report generation to perform comprehensive research tasks. The model is trained using a progressive pipeline that includes agentic mid-training, supervised fine-tuning, and reinforcement learning, enabling it to handle complex research workflows efficiently.
- 01Atomic Capability Integration
- 02Progressive Training Pipeline
- 03Strong Performance Across Model Scales
- 04Superior Cost-Effectiveness