{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-08-24T05:40:45.512Z","headline":"dots3-note Preview 开源：280B 参数轻量模型，主打长程智能体与多模态推理","description":"小红书技术开源 dots3-note Preview，这是 dots3 系列最轻量模型，总参数 280B、激活参数 16B，支持 512K 上下文及文本、视觉、语音多模态理解，并针对复杂推理和长程 Agent 任务优化。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","url":"https://www.aioga.com/news/cmssv94cg0h4mroffsb9e7a88/","mainEntityOfPage":"https://www.aioga.com/news/cmssv94cg0h4mroffsb9e7a88/","datePublished":"2026-08-14T11:25:29.000Z","dateModified":"2026-08-14T11:25:29.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://mp.weixin.qq.com/s?__biz=Mzg4OTc2MzczNg%3D%3D&idx=1&mid=2247496140&sn=5239a5fbb115c58d2ae0056bb32789ff","https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88"],"canonicalUrl":"https://www.aioga.com/news/cmssv94cg0h4mroffsb9e7a88/","directAnswer":{"@type":"Answer","text":"小红书技术开源 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Aioga Actualités IA","description":"La technologie Xiaohongshu open source dots3-note Preview, il s'agit du modèle le plus léger de la série dots3, avec un total de 280B paramètres, 16B paramètres d'activation, prena...","url":"https://www.aioga.com/fr/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:30.694Z"},"de":{"title":"dots3-note Vorschau Open Source: 280B Parameter-Leichtgewichtsmodell, spezialisiert auf Langstrecken-Agenten und multimodale Schlussfolgerungen","summary":"Xiaohongshu Technik Open Source dots3-note Vorschau, dies ist das leichtgewichtigste Modell der dots3-Serie, Gesamtparameter 280B, Aktivierungsparameter 16B, unterstützt 512K Kontext sowie Text-, visuelle und Sprachmultimodalität und ist für komplexe Schlussfolgerungen und Langstrecken-Agentenaufgaben optimiert. 🔗 Originalartikel lesen via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Vorschau Open Source: 280B Parameter-Leichtgewichtsmodell, spezialisiert auf Langstrecken-Agenten und multimodale Schlussfolgerungen - Aioga KI-News","description":"Xiaohongshu Technik Open Source dots3-note Vorschau, dies ist das leichtgewichtigste Modell der dots3-Serie, Gesamtparameter 280B, Aktivierungsparameter 16B, unterstützt 512K Konte...","url":"https://www.aioga.com/de/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:31.291Z"},"pt-BR":{"title":"dots3-note Preview Código aberto: modelo leve de 280B parâmetros, focado em agentes de longo alcance e raciocínio multimodal","summary":"Tecnologia Xiaohongshu lança o código aberto dots3-note Preview, este é o modelo mais leve da série dots3, com um total de 280B parâmetros e 16B de parâmetros ativados, suportando contexto de 512K e compreensão multimodal de texto, visual e voz, com otimizações para tarefas complexas de raciocínio e agentes de longo alcance. 🔗 Leia o texto completo via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview Código aberto: modelo leve de 280B parâmetros, focado em agentes de longo alcance e raciocínio multimodal - Aioga Notícias de IA","description":"Tecnologia Xiaohongshu lança o código aberto dots3-note Preview, este é o modelo mais leve da série dots3, com um total de 280B parâmetros e 16B de parâmetros ativados, suportando...","url":"https://www.aioga.com/pt-BR/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:34.921Z"},"ru":{"title":"dots3-note Preview Открытый исходный код: легкая модель с 280B параметрами, ориентированная на долгосрочные агенты и мультимодальное рассуждение","summary":"Технологии Xiaohongshu открываются в исходном коде dots3-note Preview, это самая легкая модель серии dots3, с общим количеством параметров 280B и активными параметрами 16B, поддерживает контекст до 512K и понимание текста, визуальных и голосовых мультимодальностей, а также оптимизирована для сложных рассуждений и задач долгосрочного агента. 🔗 Читать оригинал через AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview Открытый исходный код: легкая модель с 280B параметрами, ориентированная на долгосрочные агенты и мультимодальное рассуждение - Aioga Новости ИИ","description":"Технологии Xiaohongshu открываются в исходном коде dots3-note Preview, это самая легкая модель серии dots3, с общим количеством параметров 280B и активными параметрами 16B, поддерж...","url":"https://www.aioga.com/ru/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:33.897Z"},"ar":{"title":"معاينة dots3-note مفتوحة المصدر: نموذج خفيف بقدرة 280 مليار معلمة، يركز على الوكيل طويل المدى والاستدلال المتعدد الوسائط","summary":"تقنية Xiaohongshu تفتح المصدر dots3-note Preview، هذا هو أخف نموذج في سلسلة dots3، بإجمالي 280 مليار معلمة، ومعلمات تنشيط تبلغ 16 مليار، ويدعم سياق يصل إلى 512 ألف وفهم متعدد الوسائط للنصوص والرؤية والصوت، ومحسن للمهام المعقدة للاستدلال والوكيل طويل المدى. 🔗 اقرأ النص الأصلي عبر AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"معاينة dots3-note مفتوحة المصدر: نموذج خفيف بقدرة 280 مليار معلمة، يركز على الوكيل طويل المدى والاستدلال المتعدد الوسائط - Aioga أخبار الذكاء الاصطناعي","description":"تقنية Xiaohongshu تفتح المصدر dots3-note Preview، هذا هو أخف نموذج في سلسلة dots3، بإجمالي 280 مليار معلمة، ومعلمات تنشيط تبلغ 16 مليار، ويدعم سياق يصل إلى 512 ألف وفهم متعدد الوسا...","url":"https://www.aioga.com/ar/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:38.796Z"},"hi":{"title":"dots3-note प्रिव्यू ओपन-सोर्स: 280B पैरामीटर हल्का मॉडल, लंबी अवधि के एजेंट और मल्टीमोडल तर्क के लिए प्रमुख","summary":"Xiaohongshu तकनीकी ओपन-सोर्स dots3-note प्रिव्यू, यह dots3 श्रृंखला का सबसे हल्का मॉडल है, कुल 280B पैरामीटर और 16B सक्रिय पैरामीटर, 512K संदर्भ और टेक्स्ट, विजुअल और वॉइस मल्टीमोडल समझ का समर्थन करता है, और जटिल तर्क और लंबी अवधि के एजेंट कार्यों के लिए अनुकूलित है। 🔗 मूल लेख पढ़ें via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note प्रिव्यू ओपन-सोर्स: 280B पैरामीटर हल्का मॉडल, लंबी अवधि के एजेंट और मल्टीमोडल तर्क के लिए प्रमुख - Aioga AI समाचार","description":"Xiaohongshu तकनीकी ओपन-सोर्स dots3-note प्रिव्यू, यह dots3 श्रृंखला का सबसे हल्का मॉडल है, कुल 280B पैरामीटर और 16B सक्रिय पैरामीटर, 512K संदर्भ और टेक्स्ट, विजुअल और वॉइस मल्टीमोड...","url":"https://www.aioga.com/hi/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:37.676Z"},"it":{"title":"dots3-note Preview Open source: modello leggero da 280B parametri, focalizzato su agenti a lungo raggio e ragionamento multimodale","summary":"Tecnologia Xiaohongshu open source dots3-note Preview, questo è il modello più leggero della serie dots3, con un totale di 280B parametri e 16B parametri attivi, supporta contesto da 512K e comprensione multimodale di testo, visione e voce, ed è ottimizzato per compiti complessi di ragionamento e agenti a lungo raggio. 🔗 Leggi l'articolo originale via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview Open source: modello leggero da 280B parametri, focalizzato su agenti a lungo raggio e ragionamento multimodale - Aioga Notizie IA","description":"Tecnologia Xiaohongshu open source dots3-note Preview, questo è il modello più leggero della serie dots3, con un totale di 280B parametri e 16B parametri attivi, supporta contesto...","url":"https://www.aioga.com/it/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:42.374Z"},"nl":{"title":"dots3-note Preview Open source: 280B parameter lichtgewicht model, gericht op lange-afstands-agenten en multimodale redenering","summary":"Xiaohongshu technologie open source dots3-note Preview, dit is het lichtste model van de dots3-serie, met in totaal 280B parameters en 16B activeringsparameters, ondersteunt 512K context en multimodale begrip van tekst, beeld en spraak, en is geoptimaliseerd voor complexe redenering en lange-afstands agent-taken. 🔗 Lees het origineel via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview Open source: 280B parameter lichtgewicht model, gericht op lange-afstands-agenten en multimodale redenering - Aioga AI-nieuws","description":"Xiaohongshu technologie open source dots3-note Preview, dit is het lichtste model van de dots3-serie, met in totaal 280B parameters en 16B activeringsparameters, ondersteunt 512K c...","url":"https://www.aioga.com/nl/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:42.207Z"},"tr":{"title":"dots3-note Önizleme Açık Kaynak: 280B Parametre Hafif Model, Uzun Vadeli Akıllı Ajan ve Çok Modlu Akıl Yürütme Odaklı","summary":"Xiaohongshu teknolojisi açık kaynaklı dots3-note Önizleme, bu dots3 serisinin en hafif modeli olup, toplam 280B parametreye, 16B aktif parametreye sahiptir, 512K bağlamı ve metin, görsel, ses çok modlu anlayışı destekler ve karmaşık akıl yürütme ile uzun vadeli Ajan görevleri için optimize edilmiştir. 🔗 Orijinalini Oku via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Önizleme Açık Kaynak: 280B Parametre Hafif Model, Uzun Vadeli Akıllı Ajan ve Çok Modlu Akıl Yürütme Odaklı - Aioga AI Haberleri","description":"Xiaohongshu teknolojisi açık kaynaklı dots3-note Önizleme, bu dots3 serisinin en hafif modeli olup, toplam 280B parametreye, 16B aktif parametreye sahiptir, 512K bağlamı ve metin,...","url":"https://www.aioga.com/tr/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:45.650Z"},"vi":{"title":"dots3-note Preview mã nguồn mở: mô hình nhẹ 280B tham số, chủ yếu cho tác nhân thông minh dài hạn và suy luận đa phương thức","summary":"Công nghệ Xiaohongshu mã nguồn mở dots3-note Preview, đây là mô hình nhẹ nhất trong series dots3, tổng số tham số 280B, tham số kích hoạt 16B, hỗ trợ ngữ cảnh 512K và hiểu đa phương thức văn bản, hình ảnh, giọng nói, đồng thời tối ưu cho suy luận phức tạp và nhiệm vụ tác nhân dài hạn. 🔗 Đọc bài gốc qua AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview mã nguồn mở: mô hình nhẹ 280B tham số, chủ yếu cho tác nhân thông minh dài hạn và suy luận đa phương thức - Tin tức AI Aioga","description":"Công nghệ Xiaohongshu mã nguồn mở dots3-note Preview, đây là mô hình nhẹ nhất trong series dots3, tổng số tham số 280B, tham số kích hoạt 16B, hỗ trợ ngữ cảnh 512K và hiểu đa phươn...","url":"https://www.aioga.com/vi/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:45.976Z"},"id":{"title":"dots3-note Preview Open source: Model ringan 280B parameter, fokus pada agen jangka panjang dan penalaran multimodal","summary":"Teknologi Xiaohongshu membuka sumber dots3-note Preview, ini adalah model paling ringan dari seri dots3, dengan total 280B parameter, 16B parameter aktif, mendukung konteks 512K serta pemahaman teks, visual, dan suara multimodal, dan dioptimalkan untuk penalaran kompleks serta tugas Agen jangka panjang. 🔗 Baca artikel lengkap via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview Open source: Model ringan 280B parameter, fokus pada agen jangka panjang dan penalaran multimodal - Berita AI Aioga","description":"Teknologi Xiaohongshu membuka sumber dots3-note Preview, ini adalah model paling ringan dari seri dots3, dengan total 280B parameter, 16B parameter aktif, mendukung konteks 512K se...","url":"https://www.aioga.com/id/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:48.270Z"},"th":{"title":"dots3-note Preview เปิดซอร์ส: โมเดลน้ำหนักเบา 280B พารามิเตอร์ เน้นปัญญาประดิษฐ์ระยะยาวและการคิดวิเคราะห์แบบหลายโหมด","summary":"เทคโนโลยี Xiaohongshu เปิดซอร์ส dots3-note Preview ซึ่งเป็นโมเดลน้ำหนักเบาที่สุดในซีรีส์ dots3 มีพารามิเตอร์ทั้งหมด 280B, พารามิเตอร์แอกทีฟ 16B รองรับบริบท 512K และความเข้าใจหลายโหมดของข้อความ, ภาพ และเสียง พร้อมปรับปรุงสำหรับงานการสรุปเชิงซับซ้อนและเอเจนต์ระยะยาว 🔗 อ่านต้นฉบับ via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview เปิดซอร์ส: โมเดลน้ำหนักเบา 280B พารามิเตอร์ เน้นปัญญาประดิษฐ์ระยะยาวและการคิดวิเคราะห์แบบหลายโหมด - ข่าว AI Aioga","description":"เทคโนโลยี Xiaohongshu เปิดซอร์ส dots3-note Preview ซึ่งเป็นโมเดลน้ำหนักเบาที่สุดในซีรีส์ dots3 มีพารามิเตอร์ทั้งหมด 280B, พารามิเตอร์แอกทีฟ 16B รองรับบริบท 512K และความเข้าใจหลายโห...","url":"https://www.aioga.com/th/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:49.178Z"},"pl":{"title":"dots3-note Preview Open source: lekki model 280B parametrów, skupiający się na inteligentnych agentach dalekiego zasięgu i wnioskowaniu multimodalnym","summary":"Technologia Xiaohongshu udostępnia open source dots3-note Preview, jest to najlżejszy model z serii dots3, o całkowitej liczbie parametrów 280B i aktywnych 16B, obsługujący kontekst 512K oraz rozumienie multimodalne tekstu, obrazu i dźwięku, zoptymalizowany pod kątem złożonego wnioskowania i zadań agentów dalekiego zasięgu. 🔗 Przeczytaj oryginał via AIHOT · https://aihot.virxact.com/items/cmssv94cg0h4mroffsb9e7a88","category":"行业动态","source":"公众号：小红书技术（dots.llm）","aggregationSource":"公众号：小红书技术（dots.llm）","pageTitle":"dots3-note Preview Open source: lekki model 280B parametrów, skupiający się na inteligentnych agentach dalekiego zasięgu i wnioskowaniu multimodalnym - Aioga Wiadomości AI","description":"Technologia Xiaohongshu udostępnia open source dots3-note Preview, jest to najlżejszy model z serii dots3, o całkowitej liczbie parametrów 280B i aktywnych 16B, obsługujący konteks...","url":"https://www.aioga.com/pl/news/cmssv94cg0h4mroffsb9e7a88/","contentTranslated":true,"sourceHash":"4175c109fa8e2f1d","translatedAt":"2026-08-14T12:00:52.859Z"}},"evidenceTier":"source-report","reviewStatus":"editorial-selected","indexable":true,"editorialCover":"/page-visuals/topic-timeline.png"}}