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Used to express that one party works together with another party. The preposition 与 is a formal written equivalent of 跟/和, and it often appears in news, business, and academic Chinese.
"AI大模型厂商MiniMax与腾讯云正式达成深度合作。"
"此次与腾讯云的深度合作，让Forge框架实现了强化学习场景中大规模交互环境的毫秒级拉起、百万级吞吐、十万级并发、瞬时销毁。"
This pattern means to develop, conduct, or unfold an activity centered on a topic, goal, or scenario. 围绕 introduces the core focus, and 展开 describes the actions or cooperation that follow.
"双方围绕Agent RL强化学习训练的核心场景，基于腾讯云Agent Runtime沙箱产品展开全链路技术与业务协同。"
基于 means 'based on' or 'on the basis of'. It is common in formal and technical Chinese to show the foundation, platform, evidence, or condition for an action.
"双方围绕Agent RL强化学习训练的核心场景，基于腾讯云Agent Runtime沙箱产品展开全链路技术与业务协同。"
让 is used in a causative way to mean 'make', 'allow', or 'enable'. The structure shows that one thing causes another subject to reach a result or achieve a function.
"此次与腾讯云的深度合作，让Forge框架实现了强化学习场景中大规模交互环境的毫秒级拉起、百万级吞吐、十万级并发、瞬时销毁。"
A fixed news-style expression meaning that different items changed in different directions, with some rising and some falling. 不一 here means 'not the same' or 'varied'. This pattern is common in financial and statistical reporting.
"A股三大指数午间休盘涨跌不一，沪指跌0.4%，深成指涨0.05%，创业板指涨0.89%。"
CL:朵[duo3]
to give
(used after an attribute when it modifies a noun)
to strengthen
CL:個|个[ge4]
(of a speech etc) profundity
science and technology
to cooperate; to collaborate; to work together
scene; scenario; situation; setting
to learn
clear-sighted
to get news
(geology) tectonic plate
rank
car
to correspond (by letter, email etc)
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