OSعُمان للعلوم
الباحثون

Qi Kang

المنشورات 2

نسخة أولية وصول مفتوح

OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software

Dingyuan Dai, Heli Qi, Lei Liu وآخرون · 2026

Scientific software presents a demanding test for computer-using agents based on visual language models (VLMs): completing a research workflow requires interpreting specialized interfaces, manipulating scientific objects, and producing verifiable results. We thus introduce OSWorld-Science, a benchmark and evaluation en …

نسخة أولية وصول مفتوح

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

DeepSeek-AI, Anyi Xu, B. Li وآخرون · 2026

The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation, prefill remains computationally expensive, and large KV caches continue to strain HBM and SSD capacity and data-transfer bandwidth. Togeth …

المؤلفون المشاركون

Dingyuan DaiHeli QiLei LiuYinxi LiBaiding ChenZijun DouQingcheng ZengOliver SunEric WangBo ZhouHaixin WangYufan Du