---
id: 20260424-T0-14
title: "DR-Venus：仅用10K开放数据训练前沿级边缘研究代理"
title_en: "DR-Venus: Frontier Edge Agent Trained on 10K Open Data"
url: https://ai.daily.yangsir.net/daily/20260424-T0-14
issue_date: 2026-04-24
publish_date: 2026-04-23T04:00:00.000Z
category: research
source_name: "arXiv cs.LG (ML)"
source_url: https://arxiv.org/abs/2604.19859
---

# DR-Venus：仅用10K开放数据训练前沿级边缘研究代理

研究者提出DR-Venus模型，仅使用10K开放数据就训练出达到前沿水平的边缘研究代理。该模型专为边缘设备设计，在成本、延迟和隐私方面具有显著优势。通过创新的训练方法，小模型也能实现复杂研究任务，为AI在资源受限环境部署提供新方案。

## English Version

**DR-Venus: Frontier Edge Agent Trained on 10K Open Data**

Researchers propose DR-Venus, a frontier-level edge research agent trained using only 10K open data. Designed for edge devices, it offers significant advantages in cost, latency, and privacy. Through innovative training methods, small models can achieve complex research tasks, providing new solutions for AI deployment in resource-constrained environments.

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**来源**：[arXiv cs.LG (ML)](https://arxiv.org/abs/2604.19859)

**详情页**：https://ai.daily.yangsir.net/daily/20260424-T0-14

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