Downloads · 30 days
13
15% of all-time downloads
HierSearch-Web-Agent
zstanjj/HierSearch-Web-Agent
HierSearch-Web-Agent is a machine learning model from zstanjj. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
We release agent model used in HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches.
All-time downloads
88
Public
Parameters
7.6B
15.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors15.2 GB · 100%
At a glance
- License
- mit
- Model type
- qwen2
- Access
- Public
- Created
- Jul 29, 2025
- Updated
- Aug 13, 2025
- SHA
- dc8cad16
Base models
Model card
From the Hugging Face model README
Model Information
We release agent model used in HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches.
<p align="left"> Useful links: 📝 <a href="https://arxiv.org/abs/2508.08088" target="_blank">Paper</a> • 🤗 <a href="https://huggingface.co/papers/2508.08088" target="_blank">Hugging Face</a> • 🧩 <a href="https://github.com/plageon/HierSearch" target="_blank">Github</a> </p>- We explore the deep search framework in multi-knowledge-source scenarios and propose a hierarchical agentic paradigm and train with HRL;
- We notice drawbacks of the naive information transmission among deep search agents and developed a knowledge refiner suitable for multi-knowledge-source scenarios;
- Our proposed approach for reliable and effective deep search across multiple knowledge sources outperforms existing baselines the flat-RL solution in various domains.
🌹 If you use this model, please ✨star our GitHub repository or upvote our paper to support us. Your star means a lot!
- Type
- qwen2
- License
- mit
- Languages
- en, zh
- Created
- Jul 29, 2025
- Updated
- Aug 13, 2025