传统基础模型在S-NIAH单针大海捞针等简单检索任务中尚能维持表现，但在信息密度更高的复杂任务中，其推理性能随输入长度增加而下降。相比之下，RLM在输入长度超过特定阈值区间后，依然保持得分稳定性。

腾讯微信 AI 团队提出 WeDLM（WeChat Diffusion Language Model），通过在标准因果注意力下实现扩散式解码，在数学推理等任务上实现相比 vLLM 部署的 AR 模型 3 倍以上加速，低熵场景更可达 10 ...

2025年的最后一天， MIT CSAIL提交了一份具有分量的工作。当整个业界都在疯狂卷模型上下文窗口（Context ...

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Meta’s most popular LLM series is Llama. Llama stands for Large Language Model Meta AI. They are open-source models. Llama 3 was trained with fifteen trillion tokens. It has a context window size of ...

GitHub上最近出现了一个非常火的项目Agent-Skills-for-Context-Engineering，发布不到一周就斩获了2.3k ...

At the core of every AI coding agent is a technology called a large language model (LLM), which is a type of neural network ...

Z.ai released its complete model weights under an MIT license, allowing developers to download and run it locally—completely ...

TheStreet Roundtable explains the concept of staking, how crypto holders earn rewards by locking tokens, and the risks to consider before staking.

This article will examine the practical pitfalls and limitations observed when engineers use modern coding agents for real enterprise work, addressing the more complex issues around integration, ...

During the dotcom boom in the late 1990s, internet upstarts justified their lofty valuations with woolly measures such as “clicks”, “eyeballs” and “engagement”. Today’s investors—who are already ...