🌘 MoonshotAI 發布 Attention Residuals (AttnRes):優化 Transformer 殘差連接的新架構
➤ 透過可學習的注意力機制,重新定義深度學習的殘差傳遞。
https://github.com/MoonshotAI/Attention-Residuals
MoonshotAI 研究團隊近期發表了「注意力殘差」(Attention Residuals,簡稱 AttnRes),這是一項旨在解決標準 Transformer 殘差連接問題的架構革新。傳統殘差結構會隨網路深度增加而導致特徵稀釋,並引發數值不穩定。AttnRes 通過「可學習的注意力機制」取代固定的殘差累積,讓網路能根據輸入內容,有選擇地聚合層級資訊。實驗證明,AttnRes 不僅在邏輯推理與代碼生成任務上顯著提升了性能,還成功穩定了解碼器的訓練動力學。此外,團隊同步提出了「區塊注意力殘差」(Block AttnRes),透過分塊機制大幅降低記憶體佔用,確保了在大規模模型中的實用性。
+ 終於有能解
#人工智慧 #深度學習 #Transformer 模型架構 #MoonshotAI
GitHub - MoonshotAI/Attention-Residuals

Contribute to MoonshotAI/Attention-Residuals development by creating an account on GitHub.

GitHub

Maarten Van Segbroeck (@mvansegb)

GTC에서 Moonshot AI의 CEO Zhilin Yang은 ‘가장 아름다운 이미지’라고 표현하며 NVIDIA H800 클러스터로 구현된 결과라고 말했습니다. 관련 연구/데모 논문은 arXiv(2507.20534)에 공개되어 있으며, H800 기반 대규모 클러스터를 활용한 이미지 생성·연구 성과를 시사합니다.

https://x.com/mvansegb/status/2033977964095066433

#moonshotai #nvidia #h800 #gtc

Maarten Van Segbroeck (@mvansegb) on X

Per Moonshot AI CEO Zhilin Yang at GTC today, this is the "most beautiful image" he's ever seen. 📉 Made possible by NVIDIA H800 clusters. ✨ https://t.co/NAXkGGfP8Z

X (formerly Twitter)

Moonshot AI ersetzt bei Transformer-Modellen starre Residualverbindungen durch sogenannte Attention Residuals.

Die Architektur nutzt eine Depth-Wise Attention. Jede Netzwerkschicht gewichtet vergangene Informationen jetzt individuell für ihre neuen Berechnungen. Das verringert das Datenwachstum, beendet Informationsverluste und stabilisiert das Training. Code ist Open Source.

#MoonshotAI #KI #TransformerModelle #AttentionResiduals #News
https://www.all-ai.de/news/news26/kimi-moonshot-attention

Dieser kleine Fehler bremst bisherige KI-Modelle aus

Fast alle modernen Sprachmodelle nutzen eine Architektur mit einem strukturellen Schwachpunkt. Eine neue Lösung behebt den Informationsverlust.

All-AI.de
Moonshot AI introduces Attention Residuals, a method replacing fixed residual connections in Transformers with depth-wise attention. Each layer can now dynamically weigh previous layer outputs. The approach matches performance of models trained with 1.25x more compute and is already integrated into Kimi Linear. https://www.marktechpost.com/2026/03/15/moonshot-ai-releases-attention-residuals/ #AIagent #AI #GenAI #AIResearch #MoonshotAI

中国製AIモデル、API利用量で初めて米国を逆転 トップ5の4枠握る

https://fed.brid.gy/r/https://36kr.jp/460418/

生成AI「Kimi」の中国・Moonshot AI、新たに1100億円調達 評価額1.5兆円へ

https://fed.brid.gy/r/https://36kr.jp/459678/

Detecting and preventing distillation attacks

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

#Anthropic accuses Chinese AI companies #DeepSeek, #MoonshotAI, and #MiniMax of using #distillationattacks to improve their models by mimicking #Claude’s capabilities. The accusations come amid debates about US AI chip exports to China, with Anthropic arguing that restricted chip access is crucial to limit model training and illicit distillation. https://techcrunch.com/2026/02/23/anthropic-accuses-chinese-ai-labs-of-mining-claude-as-us-debates-ai-chip-exports/?eicker.news #tech #media #news
Anthropic accuses Chinese AI labs of mining Claude as US debates AI chip exports | TechCrunch

Anthropic accuses DeepSeek, Moonshot, and MiniMax of using 24,000 fake accounts to distill Claude’s AI capabilities, as U.S. officials debate export controls aimed at slowing China’s AI progress.

TechCrunch

Anthropic、中国AI 3社による「蒸留攻撃」を告発:DeepSeekらがClaudeから1,600万回の能力抽出を実行

2026年2月23日、Anthropicは異例の公式声明を発表した。同社のAIモデルClaudeに対し、中国のAI企業3社(DeepSeek、Moonshot […]

https://xenospectrum.com/anthropic-distillation-attack-chinese-ai-labs-claude/

Kimi Claw, Moonshot AI’s cloud hosted, browser based OpenClaw that runs 24/7, bundles 5,000+ ClawHub skills and gives you 40GB storage, all without managing servers.

In the article I cover:
– What problems it actually solves
– Kimi Claw vs local/VPS OpenClaw
– Who should (and shouldn’t) use it yet

Read here 👉 https://techglimmer.io/what-is-kimi-claw-kimi-claw-review/

#KimiClaw #OpenClaw #AI #AIagents #AgenticAI #MoonshotAI #TechGlimmer

Kimi Claw Review: I Tested This Browser-Based AI Agent So You Don't Have To - techglimmer

TLDR: Kimi Claw is Moonshot AI's cloud-hosted version of OpenClaw. It runs 24/7 inside your browser tab no server setup, no Docker, no VPS needed. You get

techglimmer.io