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Deepseek 突破 AI 训练烧钱魔咒:1.2 万美元 1/525 成本 MT-Bench 跑分媲美 GPT-4o

深度求索(DeepSeek)联合清华大学,合作推出全新 AI 对齐技术 SPCT(自我原则点评调优),突破传统依赖海量训练数据的模式,通过推理阶段动态优化输出质量。

根据研究团队 4 月 4 日发表的论文,该技术通过“原则合成-响应生成-批判过滤-原则优化”的递归架构,让模型能在推理时动态修正输出。

报告指出 SPCT 显著降低高性能模型的部署门槛,以 DeepSeek-GRM 模型为例,训练成本约 1.2 万美元,MT-Bench 得分 8.35。

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Deepseek 突破 AI 训练烧钱魔咒:1.2 万美元 1/525 成本 MT-Bench 跑分媲美 GPT-4o

深度求索(DeepSeek)联合清华大学,合作推出全新 AI 对齐技术 SPCT(自我原则点评调优),突破传统依赖海量训练数据的模式,通过推理阶段动态优化输出质量。

根据研究团队 4 月 4 日发表的论文,该技术通过“原则合成-响应生成-批判过滤-原则优化”的递归架构,让模型能在推理时动态修正输出。

报告指出 SPCT 显著降低高性能模型的部署门槛,以 DeepSeek-GRM 模型为例,训练成本约 1.2 万美元,MT-Bench 得分 8.35。

IT之家ArxivMedium

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在花软件新闻投稿频道 Telegram | DID YOU KNOW?

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Telegram auto-delete message, expiring invites, and more

elegram is updating its messaging app with options for auto-deleting messages, expiring invite links, and new unlimited groups, the company shared in a blog post. Much like Signal, Telegram received a burst of new users in the confusion over WhatsApp’s privacy policy and now the company is adopting features that were already part of its competitors’ apps, features which offer more security and privacy. Auto-deleting messages were already possible in Telegram’s encrypted Secret Chats, but this new update for iOS and Android adds the option to make messages disappear in any kind of chat. Auto-delete can be enabled inside of chats, and set to delete either 24 hours or seven days after messages are sent. Auto-delete won’t remove every message though; if a message was sent before the feature was turned on, it’ll stick around. Telegram’s competitors have had similar features: WhatsApp introduced a feature in 2020 and Signal has had disappearing messages since at least 2016.

That strategy is the acquisition of a value-priced company by a growth company. Using the growth company's higher-priced stock for the acquisition can produce outsized revenue and earnings growth. Even better is the use of cash, particularly in a growth period when financial aggressiveness is accepted and even positively viewed.he key public rationale behind this strategy is synergy - the 1+1=3 view. In many cases, synergy does occur and is valuable. However, in other cases, particularly as the strategy gains popularity, it doesn't. Joining two different organizations, workforces and cultures is a challenge. Simply putting two separate organizations together necessarily creates disruptions and conflicts that can undermine both operations.

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