# Seed2.0 Model Card：迈向解决真实世界复杂问题的智能前沿

- 来源：HuggingFace Daily Papers（社区热门论文）
- 发布时间：2026-06-30 08:00
- AIHOT 分数：64
- AIHOT 链接：https://aihot.virxact.com/items/cmr32d601003usl1dhjodgvos
- 原文链接：https://arxiv.org/abs/2607.00248

## AI 摘要

Seed2.0 模型系列从识别的用户真实需求出发，构建了基于复杂真实场景的评测体系，重点攻克长尾知识和复杂指令跟随两个持久挑战，显著提升了模型在长程复杂任务上的可靠性。同时，Seed2.0 在推理智能、视觉理解和搜索能力上达到世界领先水平，并通过大量真实用例展示了其初步处理复杂实际任务的能力，为数亿用户提供更大价值。

## 正文

We present Seed2.0, a model series that takes a meaningful step toward solving complex, real-world tasks. Our approach begins with identifying users' genuine needs and constructing a reliable, forward-looking evaluation system by selecting and abstracting benchmarks grounded in these needs and in realistic, complex scenarios. Guided by this evaluation system, Seed2.0 targets two persistent challenges, long-tail knowledge and complex instruction following, substantially improving the model's reliability on intricate, long-horizon tasks. Beyond these, Seed2.0 delivers world-leading reasoning intelligence, visual understanding, and search capabilities that address the most common needs of a broad user base. Through extensive real-world use cases documented in this model card, we demonstrate that Seed2.0 begins to exhibit the ability to handle initial complex real-world tasks, delivering greater value to hundreds of millions of users.