{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-28T06:03:00.468Z","headline":"蚂蚁百灵发布开源 Ling-3.0-flash-VL，首个原生多模态模型引入视觉反馈闭环","description":"蚂蚁集团发布并开源百灵系列首个原生多模态大模型 Ling-3.0-flash-VL。模型基于 Ling-3.0-flash 的 MoE 架构，总参数 124B、单次推理激活 5.5B，原生支持图像、文本与视频输入，上下文窗口 256K Token，并引入观察、行动、验证、修正的视觉反馈闭环机制。","url":"https://www.aioga.com/news/cmttg9uwk07zurofpgqo6lq4g/","mainEntityOfPage":"https://www.aioga.com/news/cmttg9uwk07zurofpgqo6lq4g/","datePublished":"2026-09-09T01:23:17.000Z","dateModified":"2026-09-09T01:23:17.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.ithome.com/0/999/997.htm","https://aihot.news/items/cmttg9uwk07zurofpgqo6lq4g"],"canonicalUrl":"https://www.aioga.com/news/cmttg9uwk07zurofpgqo6lq4g/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：蚂蚁集团发布并开源百灵系列首个原生多模态大模型 Ling-3.0-flash-VL。 Aioga 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日消息，蚂蚁集团今日宣布推出并开源百灵系列首个原生多模态大模型 Ling-3.0-flash-VL。","该模型基于 Ling-3.0-flash 的 MoE（混合专家）架构拓展，总参数量为 124B，单次推理激活 5.5B 参数，原生支持图像、文本与视频输入，上下文窗口达到 256K Token。","模型围绕“更可靠、更高效完成真实任务”的方向，引入了视觉反馈闭环机制。不同于一次性的“看图生成”，该机制将任务推进为“观察 → 行动 → 验证 → 修正”的持续闭环，使模型在医疗报告解读、前端代码生成及 GUI 自动化等场景中能够基于视觉反馈持续修正执行结果。","在训练层面，蚂蚁集团表示，通过原生多模态联合训练，视觉信息的引入对模型的文本能力带来了正向提升。在 Artificial Analysis Intelligence Index v4.1.1 评估中，Ling-3.0-flash-VL 较纯文本版本（Ling-3.0-Flash）提升了 4 分。","在实际应用测试中，该模型在图片转网页任务中可理解布局与组件关系并生成代码，且能通过渲染结果对比进行自我修正。在 Image-to-WebDev Arena 官方评测中，模型（代号 linthium）的评测得分高于 GPT-5.4。作为 GUI Agent 时，模型可识别界面结构并完成跨工具操作；在医疗报告解读场景中，模型支持跨文档数据整合与风险标识。","Ling-3.0-flash-VL 引入了任意分辨率视觉编码器与 VideoRoPE，语言主干沿用 42 层混合架构（IT之家注：交替排列 KDA 与 Gated MLA，比例 5:1），在 124B 总参数下单次推理仅激活 5.5B 参数。在实时视频对话、多轮视觉交互及长时任务中可保持低延迟响应，其 256K 上下文窗口支持长文档与长视频分析。","目前，Ling-3.0-flash-VL 已在 Ling Studio 上线并提供免费体验。模型的 BF16 和 FP8 版本已在 Hugging Face 及 ModelScope 平台开源，FP4 和 INT4 版本计划于近期发布。","Hugging Face BF16： https://huggingface.co/inclusionAI/Ling-3.0-flash-VL","Hugging Face FP8： https://huggingface.co/inclusionAI/Ling-3.0-flash-VL-fp8","ModelScope BF16： https://www.modelscope.cn/models/inclusionAI/Ling-3.0-flash-VL","ModelScope FP8： 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Ling-3.0-flash-VL，首个原生多模态模型引入视觉反馈闭环 这条更新来自 ithome.com，发布时间为 2026-09-09，Aioga 保留原文入口以便核验。","摘要：蚂蚁集团发布并开源百灵系列首个原生多模态大模型 Ling-3.0-flash-VL。模型基于 Ling-3.0-flash 的 MoE 架构，总参数 124B、单次推理激活 5.5B，原生支持图像、文本与视频输入，上下文窗口 256K Token，并引入观察、行动、验证、修正的视觉反馈闭环机制。","背景：背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","Aioga 观察：Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","影响与后续：影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。 后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。"],"translationStatus":"","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：蚂蚁集团发布并开源百灵系列首个原生多模态大模型 Ling-3.0-flash-VL。 Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","viewpoint":"Aioga 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MoE 架构，总参数 124B、单次推理激活 5.5B，原生支持图像、文本与视频输入，上下文窗口 256K Token，并引入观察、行动、验证、修正的视觉反馈闭环机制。","url":"https://www.aioga.com/news/cmttg9uwk07zurofpgqo6lq4g/","articleBody":["蚂蚁百灵发布开源 Ling-3.0-flash-VL，首个原生多模态模型引入视觉反馈闭环 这条更新来自 ithome.com，发布时间为 2026-09-09，Aioga 保留原文入口以便核验。","摘要：蚂蚁集团发布并开源百灵系列首个原生多模态大模型 Ling-3.0-flash-VL。模型基于 Ling-3.0-flash 的 MoE 架构，总参数 124B、单次推理激活 5.5B，原生支持图像、文本与视频输入，上下文窗口 256K Token，并引入观察、行动、验证、修正的视觉反馈闭环机制。","背景：背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","Aioga 观察：Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","影响与后续：影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。 后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。"]},"en":{"title":"Ant Bailing released the open-source Ling-3.0-flash-VL, the first native multimodal model to introduce a closed loop of visual feedback","summary":"Ant Group has released and open-sourced the first native multimodal large model in the Lingling series, Ling-3.0-flash-VL. The model is based on the Ling-3.0-flash MoE architecture, with a total parameter of 124B and a single-inference activation of 5.5B. It natively supports image, text, and video input, has a context window of 256K tokens, and introduces a closed-loop visual feedback mechanism for observation, action, verification, and correction.","category":"Industry","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing released the open-source Ling-3.0-flash-VL, the first native multimodal model to introduce a closed loop of visual feedback - Aioga AI News","description":"Ant Group has released and open-sourced the first native multimodal large model in the Lingling series, Ling-3.0-flash-VL. The model is based on the Ling-3.0-flash MoE architecture...","url":"https://www.aioga.com/en/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:10.678Z"},"ja":{"title":"Ant BailingはオープンソースのLing-3.0-flash-VLをリリースしました。これは、視覚フィードバックのクローズドループを導入した初のネイティブマルチモーダルモデルです","summary":"Ant Groupは、Linglingシリーズ初のネイティブマルチモーダル大規模モデルであるLing-3.0-flash-VLをリリースし、オープンソース化しました。このモデルはLing-3.0-flash MoEアーキテクチャをベースにしており、総パラメータは124B、単一推論の活性化は5.5Bです。画像、テキスト、ビデオ入力をネイティブにサポートし、コンテキストウィンドウは256Kトークン、観察、操作、検証、修正のためのクローズドループ視覚フィードバック機構を導入しています。","category":"業界動向","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant BailingはオープンソースのLing-3.0-flash-VLをリリースしました。これは、視覚フィードバックのクローズドループを導入した初のネイティブマルチモーダルモデルです - Aioga AIニュース","description":"Ant Groupは、Linglingシリーズ初のネイティブマルチモーダル大規模モデルであるLing-3.0-flash-VLをリリースし、オープンソース化しました。このモデルはLing-3.0-flash MoEアーキテクチャをベースにしており、総パラメータは124B、単一推論の活性化は5.5Bです。画像、テキスト、ビデオ入力をネイティブにサポートし、コン...","url":"https://www.aioga.com/ja/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:11.313Z"},"ko":{"title":"Ant Bailing은 오픈 소스 Ling-3.0-flash-VL을 출시했으며, 이는 시각적 피드백의 폐쇄 루프를 도입한 최초의 네이티브 멀티모달 모델입니다","summary":"Ant Group은 Lingling 시리즈 최초의 네이티브 멀티모달 대형 모델인 Ling-3.0-flash-VL을 출시 및 오픈 소스로 출시했습니다. 이 모델은 Ling-3.0-flash MoE 아키텍처를 기반으로 하며, 총 매개변수는 124B이고 단일 추론 활성화는 5.5B입니다. 이미지, 텍스트, 비디오 입력을 네이티브로 지원하며, 256K 토큰의 컨텍스트 창을 제공하고, 관찰, 동작, 검증, 수정을 위한 폐쇄 루프 시각적 피드백 메커니즘을 도입합니다.","category":"업계 동향","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing은 오픈 소스 Ling-3.0-flash-VL을 출시했으며, 이는 시각적 피드백의 폐쇄 루프를 도입한 최초의 네이티브 멀티모달 모델입니다 - Aioga AI 뉴스","description":"Ant Group은 Lingling 시리즈 최초의 네이티브 멀티모달 대형 모델인 Ling-3.0-flash-VL을 출시 및 오픈 소스로 출시했습니다. 이 모델은 Ling-3.0-flash MoE 아키텍처를 기반으로 하며, 총 매개변수는 124B이고 단일 추론 활성화는 5.5B입니다. 이미지, 텍스트, 비디오 입력을 네이티...","url":"https://www.aioga.com/ko/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:20.107Z"},"es":{"title":"Ant Bailing lanzó el Ling-3.0-flash-VLC de código abierto, el primer modelo multimodal nativo en introducir un lazo cerrado de retroalimentación visual","summary":"Ant Group ha lanzado y abierto el primer modelo multimodal grande nativo de la serie Lingling, Ling-3.0-flash-VL. El modelo se basa en la arquitectura MoE Ling-3.0-flash, con un parámetro total de 124B y una activación de inferencia única de 5,5B. Soporta nativamente entrada de imágenes, texto y vídeo, tiene una ventana de contexto de 256K tokens e introduce un mecanismo de retroalimentación visual en lazo cerrado para observación, acción, verificación y corrección.","category":"Industria","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing lanzó el Ling-3.0-flash-VLC de código abierto, el primer modelo multimodal nativo en introducir un lazo cerrado de retroalimentación visual - Aioga Noticias de IA","description":"Ant Group ha lanzado y abierto el primer modelo multimodal grande nativo de la serie Lingling, Ling-3.0-flash-VL. El modelo se basa en la arquitectura MoE Ling-3.0-flash, con un pa...","url":"https://www.aioga.com/es/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:20.101Z"},"fr":{"title":"Ant Bailing a lancé le Ling-3.0-flash-VL open source, le premier modèle multimodal natif à introduire une boucle fermée de retour visuel","summary":"Ant Group a publié et rendu open source le premier grand modèle multimodal natif de la série Lingling, Ling-3.0-flash-VL. Le modèle est basé sur l’architecture MoE Ling-3.0-flash, avec un paramètre total de 124B et une activation par inférence unique de 5,5B. Il prend en charge nativement l’entrée d’images, de texte et de vidéo, dispose d’une fenêtre de contexte de 256K jetons, et introduit un mécanisme de rétroaction visuelle en boucle fermée pour l’observation, l’action, la vérification et la correction.","category":"Industrie","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing a lancé le Ling-3.0-flash-VL open source, le premier modèle multimodal natif à introduire une boucle fermée de retour visuel - Aioga Actualités IA","description":"Ant Group a publié et rendu open source le premier grand modèle multimodal natif de la série Lingling, Ling-3.0-flash-VL. Le modèle est basé sur l’architecture MoE Ling-3.0-flash,...","url":"https://www.aioga.com/fr/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:29.645Z"},"de":{"title":"Ant Bailing veröffentlichte das Open-Source-Ling-3.0-flash-VL, das erste native multimodale Modell, das eine geschlossene Schleife visueller Rückkopplung einführte","summary":"Die Ant Group hat das erste native multimodale große Modell der Lingling-Serie, Ling-3.0-flash-VL, veröffentlicht und als Open Source veröffentlicht. Das Modell basiert auf der Ling-3.0-Flash MoE-Architektur mit einem Gesamtparameter von 124B und einer Single-Inferenz-Aktivierung von 5,5B. Es unterstützt nativ Bild-, Text- und Videoeingaben, verfügt über ein Kontextfenster mit 256K Token und führt einen geschlossenen visuellen Rückkopplungsmechanismus für Beobachtung, Aktion, Verifikation und Korrektur ein.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing veröffentlichte das Open-Source-Ling-3.0-flash-VL, das erste native multimodale Modell, das eine geschlossene Schleife visueller Rückkopplung einführte - Aioga KI-News","description":"Die Ant Group hat das erste native multimodale große Modell der Lingling-Serie, Ling-3.0-flash-VL, veröffentlicht und als Open Source veröffentlicht. Das Modell basiert auf der Lin...","url":"https://www.aioga.com/de/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:28.938Z"},"pt-BR":{"title":"Ant Bailing lançou o Ling-3.0-flash-VL de código aberto, o primeiro modelo multimodal nativo a introduzir um ciclo fechado de feedback visual","summary":"O Ant Group lançou e disponibilizou de código aberto o primeiro modelo multimodal nativo grande da série Lingling, o Ling-3.0-flash-VL. O modelo é baseado na arquitetura MoE Ling-3.0-flash, com um parâmetro total de 124B e uma ativação por inferência única de 5,5B. Ele suporta nativamente entrada de imagem, texto e vídeo, possui uma janela de contexto de 256K tokens e introduz um mecanismo de feedback visual em loop fechado para observação, ação, verificação e correção.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing lançou o Ling-3.0-flash-VL de código aberto, o primeiro modelo multimodal nativo a introduzir um ciclo fechado de feedback visual - Aioga Notícias de IA","description":"O Ant Group lançou e disponibilizou de código aberto o primeiro modelo multimodal nativo grande da série Lingling, o Ling-3.0-flash-VL. O modelo é baseado na arquitetura MoE Ling-3...","url":"https://www.aioga.com/pt-BR/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:39.023Z"},"ru":{"title":"Ant Bailing выпустил открытую версию Ling-3.0-flash-VL — первую нативную мультимодальную модель, введённую замкнутый цикл визуальной обратной связи","summary":"Ant Group выпустила и открыла исходный код первую нативную мультимодальную крупную модель серии Lingling — Ling-3.0-flash-VL. Модель основана на архитектуре Ling-3.0-flash MoE, с общим параметром 124B и активацией с одним выводом 5.5B. Она нативно поддерживает ввод изображений, текста и видео, имеет окно контекста из 256K токенов и вводит замкнутый механизм визуальной обратной связи для наблюдения, действия, верификации и коррекции.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing выпустил открытую версию Ling-3.0-flash-VL — первую нативную мультимодальную модель, введённую замкнутый цикл визуальной обратной связи - Aioga Новости ИИ","description":"Ant Group выпустила и открыла исходный код первую нативную мультимодальную крупную модель серии Lingling — Ling-3.0-flash-VL. Модель основана на архитектуре Ling-3.0-flash MoE, с о...","url":"https://www.aioga.com/ru/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:39.240Z"},"ar":{"title":"أصدرت آنت بايلينغ النسخة مفتوحة المصدر Ling-3.0-flash-VL، وهي أول نموذج متعدد الوسائط أصلي يقدم حلقة مغلقة من التغذية الراجعة البصرية","summary":"أصدرت مجموعة Ant وفتحت المصدر أول نموذج كبير متعدد الوسائط أصلي في سلسلة لينغلينغ، وهو Ling-3.0-flash-VL. يعتمد النموذج على بنية MoE Ling-3.0-flash، بمعامل إجمالي 124B وتفعيل استنتاج واحد 5.5B. يدعم بشكل أصلي إدخال الصور والنص والفيديو، ويحتوي على نافذة سياق ب 256 ألف رمز، ويقدم آلية تغذية راجعة بصرية مغلقة للملاحظة والإجراءات والتحقق والتصحيح.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"أصدرت آنت بايلينغ النسخة مفتوحة المصدر Ling-3.0-flash-VL، وهي أول نموذج متعدد الوسائط أصلي يقدم حلقة مغلقة من التغذية الراجعة البصرية - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت مجموعة Ant وفتحت المصدر أول نموذج كبير متعدد الوسائط أصلي في سلسلة لينغلينغ، وهو Ling-3.0-flash-VL. يعتمد النموذج على بنية MoE Ling-3.0-flash، بمعامل إجمالي 124B وتفعيل استنت...","url":"https://www.aioga.com/ar/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:48.598Z"},"hi":{"title":"एंट बेलिंग ने ओपन-सोर्स लिंग-3.0-फ्लैश-वीएल जारी किया, जो दृश्य प्रतिक्रिया का एक बंद लूप पेश करने वाला पहला देशी मल्टीमॉडल मॉडल है","summary":"एंट ग्रुप ने लिंगलिंग श्रृंखला में पहला देशी मल्टीमॉडल बड़ा मॉडल, लिंग-3.0-फ्लैश-वीएल जारी किया है और उसे ओपन-सोर्स किया है। मॉडल लिंग-3.0-फ्लैश एमओई आर्किटेक्चर पर आधारित है, जिसमें कुल पैरामीटर 124बी और 5.5बी का एकल-अनुमान सक्रियण है। यह मूल रूप से छवि, पाठ और वीडियो इनपुट का समर्थन करता है, इसमें 256K टोकन की संदर्भ विंडो है, और अवलोकन, कार्रवाई, सत्यापन और सुधार के लिए एक बंद-लूप दृश्य प्रतिक्रिया तंत्र पेश करता है।","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"एंट बेलिंग ने ओपन-सोर्स लिंग-3.0-फ्लैश-वीएल जारी किया, जो दृश्य प्रतिक्रिया का एक बंद लूप पेश करने वाला पहला देशी मल्टीमॉडल मॉडल है - Aioga AI समाचार","description":"एंट ग्रुप ने लिंगलिंग श्रृंखला में पहला देशी मल्टीमॉडल बड़ा मॉडल, लिंग-3.0-फ्लैश-वीएल जारी किया है और उसे ओपन-सोर्स किया है। मॉडल लिंग-3.0-फ्लैश एमओई आर्किटेक्चर पर आधारित है, जिसम...","url":"https://www.aioga.com/hi/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:48.593Z"},"it":{"title":"Ant Bailing ha rilasciato il Ling-3.0-flash-VLC open-source, il primo modello multimodale nativo a introdurre un anello chiuso di feedback visivo","summary":"Ant Group ha rilasciato e reso open source il primo modello multimodale nativo di grandi dimensioni della serie Lingling, Ling-3.0-flash-VL. Il modello si basa sull'architettura MoE Ling-3.0-flash, con un parametro totale di 124B e un'attivazione a singola inferenza di 5,5B. Supporta nativamente l'ingresso di immagini, testo e video, ha una finestra contestuale di 256K token e introduce un meccanismo di feedback visivo a circuito chiuso per osservazione, azione, verifica e correzione.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing ha rilasciato il Ling-3.0-flash-VLC open-source, il primo modello multimodale nativo a introdurre un anello chiuso di feedback visivo - Aioga Notizie IA","description":"Ant Group ha rilasciato e reso open source il primo modello multimodale nativo di grandi dimensioni della serie Lingling, Ling-3.0-flash-VL. Il modello si basa sull'architettura Mo...","url":"https://www.aioga.com/it/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:57.318Z"},"nl":{"title":"Ant Bailing bracht de open-source Ling-3.0-flash-VL uit, het eerste native multimodale model dat een gesloten lus van visuele feedback introduceerde","summary":"Ant Group heeft het eerste native multimodale grote model in de Lingling-serie uitgebracht en open-source, Ling-3.0-flash-VL. Het model is gebaseerd op de Ling-3.0-flash MoE-architectuur, met een totale parameter van 124B en een single-inference activatie van 5.5B. Het ondersteunt native beeld-, tekst- en video-invoer, heeft een contextvenster van 256K tokens en introduceert een gesloten-lus visueel feedbackmechanisme voor observatie, actie, verificatie en correctie.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing bracht de open-source Ling-3.0-flash-VL uit, het eerste native multimodale model dat een gesloten lus van visuele feedback introduceerde - Aioga AI-nieuws","description":"Ant Group heeft het eerste native multimodale grote model in de Lingling-serie uitgebracht en open-source, Ling-3.0-flash-VL. Het model is gebaseerd op de Ling-3.0-flash MoE-archit...","url":"https://www.aioga.com/nl/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:41:58.155Z"},"tr":{"title":"Ant Bailing, kapalı bir görsel geri besleme döngüsü getiren ilk yerel multimodal model olan açık kaynaklı Ling-3.0-flash-VL'yi piyasaya sürdü","summary":"Ant Group, Lingling serisinin ilk yerel multimodal büyük modeli olan Ling-3.0-flash-VL'yi yayınladı ve açık kaynak haline getirdi. Model, Ling-3.0-flash MoE mimarisine dayanıyor, toplam parametresi 124B ve tek çıkarım aktivasyonu 5.5B'dir. Yerel olarak görüntü, metin ve video girişini destekler, 256K token bağlam penceresine sahiptir ve gözlem, eylem, doğrulama ve düzeltme için kapalı döngü görsel geri bildirim mekanizması sunar.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing, kapalı bir görsel geri besleme döngüsü getiren ilk yerel multimodal model olan açık kaynaklı Ling-3.0-flash-VL'yi piyasaya sürdü - Aioga AI Haberleri","description":"Ant Group, Lingling serisinin ilk yerel multimodal büyük modeli olan Ling-3.0-flash-VL'yi yayınladı ve açık kaynak haline getirdi. Model, Ling-3.0-flash MoE mimarisine dayanıyor, t...","url":"https://www.aioga.com/tr/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:42:07.533Z"},"vi":{"title":"Ant Bailing đã phát hành mã nguồn mở Ling-3.0-flash-VL, mô hình đa phương thức gốc đầu tiên giới thiệu một vòng kín của phản hồi trực quan","summary":"Ant Group đã phát hành và mã nguồn mở mô hình lớn đa phương thức gốc đầu tiên trong dòng Lingling, Ling-3.0-flash-VL. Mô hình dựa trên kiến trúc MoE Ling-3.0-flash, với tổng tham số 124B và kích hoạt suy luận đơn là 5.5B. Nó hỗ trợ đầu vào hình ảnh, văn bản và video một cách nguyên bản, có cửa sổ ngữ cảnh 256K token, và giới thiệu cơ chế phản hồi hình ảnh vòng kín cho quan sát, hành động, xác minh và sửa chữa.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing đã phát hành mã nguồn mở Ling-3.0-flash-VL, mô hình đa phương thức gốc đầu tiên giới thiệu một vòng kín của phản hồi trực quan - Tin tức AI Aioga","description":"Ant Group đã phát hành và mã nguồn mở mô hình lớn đa phương thức gốc đầu tiên trong dòng Lingling, Ling-3.0-flash-VL. Mô hình dựa trên kiến trúc MoE Ling-3.0-flash, với tổng tham s...","url":"https://www.aioga.com/vi/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:42:07.434Z"},"id":{"title":"Ant Bailing merilis Ling-3.0-flash-VL sumber terbuka, model multimodal native pertama yang memperkenalkan loop tertutup umpan balik visual","summary":"Ant Group telah merilis dan melakukan open-source model besar multimodal native pertama dalam seri Lingling, Ling-3.0-flash-VL. Model ini didasarkan pada arsitektur MoE Ling-3.0-flash, dengan total parameter 124B dan aktivasi inferensi tunggal sebesar 5,5B. Model ini secara native mendukung input gambar, teks, dan video, memiliki jendela konteks sebesar 256K token, serta memperkenalkan mekanisme umpan balik visual loop tertutup untuk observasi, tindakan, verifikasi, dan koreksi.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing merilis Ling-3.0-flash-VL sumber terbuka, model multimodal native pertama yang memperkenalkan loop tertutup umpan balik visual - Berita AI Aioga","description":"Ant Group telah merilis dan melakukan open-source model besar multimodal native pertama dalam seri Lingling, Ling-3.0-flash-VL. Model ini didasarkan pada arsitektur MoE Ling-3.0-fl...","url":"https://www.aioga.com/id/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:42:16.811Z"},"th":{"title":"Ant Bailing ได้เปิดตัว Ling-3.0-flash-VL ซึ่งเป็นแบบจําลองมัลติโมดัลแบบเนทีฟตัวแรกที่นําเสนอวงจรปิดของการตอบสนองภาพ","summary":"Ant Group ได้ปล่อยและโอเพ่นซอร์สโมเดลขนาดใหญ่มัลติโมดัลแบบเนทีฟตัวแรกในซีรีส์ Lingling คือ Ling-3.0-flash-VL โมเดลนี้อิงกับสถาปัตยกรรม MoE ของ Ling-3.0-flash โดยมีพารามิเตอร์รวม 124B และการเปิดใช้งานการอนุมานครั้งเดียวที่ 5.5B รองรับการป้อนข้อมูลภาพ ข้อความ และวิดีโอโดยตรง มีหน้าต่างบริบท 256K โทเค็น และแนะนํากลไกป้อนกลับภาพแบบปิดวงจรสําหรับการสังเกต การดําเนินการ การตรวจสอบ และการแก้ไข","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing ได้เปิดตัว Ling-3.0-flash-VL ซึ่งเป็นแบบจําลองมัลติโมดัลแบบเนทีฟตัวแรกที่นําเสนอวงจรปิดของการตอบสนองภาพ - ข่าว AI Aioga","description":"Ant Group ได้ปล่อยและโอเพ่นซอร์สโมเดลขนาดใหญ่มัลติโมดัลแบบเนทีฟตัวแรกในซีรีส์ Lingling คือ Ling-3.0-flash-VL โมเดลนี้อิงกับสถาปัตยกรรม MoE ของ Ling-3.0-flash โดยมีพารามิเตอร์รวม 12...","url":"https://www.aioga.com/th/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:42:16.920Z"},"pl":{"title":"Ant Bailing wypuścił otwartoźródłowy Ling-3.0-flash-VL, pierwszy natywny model multimodalny, który wprowadził zamkniętą pętlę wizualnego sprzężenia zwrotnego","summary":"Ant Group udostępniła i udostępniła jako open source pierwszy natywny multimodalny duży model z serii Lingling, Ling-3.0-flash-VL. Model oparty jest na architekturze Ling-3.0-flash MoE, z łącznym parametrem 124B i aktywacją pojedynczej inferencji 5.5B. Natywnie obsługuje wejścia obrazów, tekstu i wideo, ma okno kontekstowe o liczbie 256K tokenów oraz wprowadza zamkniętą pętlę wizualnego sprzężenia zwrotnego do obserwacji, działania, weryfikacji i korekty.","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ant Bailing wypuścił otwartoźródłowy Ling-3.0-flash-VL, pierwszy natywny model multimodalny, który wprowadził zamkniętą pętlę wizualnego sprzężenia zwrotnego - Aioga Wiadomości AI","description":"Ant Group udostępniła i udostępniła jako open source pierwszy natywny multimodalny duży model z serii Lingling, Ling-3.0-flash-VL. Model oparty jest na architekturze Ling-3.0-flash...","url":"https://www.aioga.com/pl/news/cmttg9uwk07zurofpgqo6lq4g/","contentTranslated":true,"sourceHash":"0c44510248b13dfc","translatedAt":"2026-09-09T02:42:26.542Z"}},"evidenceTier":"verified-news","reviewStatus":"automated-ingest","indexable":true,"editorialCover":""}}