[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-slug-qwen-image-3-0":3,"news-related-37eb94e4-2155-416a-a8d9-bc5075541a27":36},{"id":4,"title":5,"summary":6,"content":6,"original_url":7,"source_id":8,"tags":9,"translations":23,"news_slug":29,"published_at":30,"created_at":31,"modified_at":32,"is_published":33,"publish_type":34,"image_url":13,"view_count":35},"37eb94e4-2155-416a-a8d9-bc5075541a27","Qwen-Image-3.0 发布:把文生图从「好看」推向「好用」","7月21日,阿里千问正式推出 Qwen-Image 系列第三代图像生成基础模型 Qwen-Image-3.0。如果说 1.0 关键词是「准」、2.0 是「准、多、齐、美、真」,3.0 的核心只有一个字——「实」,把图像生成从「好看」推向「好用」。\\n\\n「实」落在三个维度。内容丰实:输入上限从 2.0 的约 1k token 跃升到 4.5k token,可一次性生成九宫格信息图、试卷、报纸、嵌套 UI 等复杂版面;官方演示中一张 3×3 信息图需 3.7k token 才能完整描述,刷新文生图模型的指令长度上限。细节真实:支持 10px 小字精准渲染,毛发、肌肤逼近摄影级,还能以原画笔法修复破损古画。知识厚实:原生支持 12 国语言渲染,覆盖 100+ 艺术风格,并能基于世界知识生成带分类标注的学术配图。\\n\\n这个转身很关键。文生图赛道长期困在「美学炫技」与「实用产出」的鸿沟里:小字看不清、版面装不下、多语言排不对,这些「丑但致命」的细节正是设计、教育、电商场景的最大门槛。Qwen-Image-3.0 选择把可用性当作头号指标。\\n\\n不过本次发布未同步开源权重或公开 benchmark,定价也未公布。「实」的承诺仍需第三方实测验证——尤其 4.5k token 下的稳定性与小字在非拉丁字体上的退化幅度。Qwen Studio 与阿里云百炼已开通 API 邀测,能否把文生图真正推过「生产力临界点」,值得持续跟踪。","https:\u002F\u002Fqwen.ai\u002Fblog?id=qwen-image-3.0","c36a21ac-2a77-421b-9519-1e150695732a",[10,14,17,20],{"id":11,"name":12,"slug":12,"description":13,"color":13},"e676a5cf-1f24-472f-a765-86fa21a1bc3c","ai-model",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"7e89b5cc-57db-4f37-bc6d-28919a73931c","model-release",{"id":18,"name":19,"slug":19,"description":13,"color":13},"c187600e-804c-4697-b828-1e4330e0eb10","qwen",{"id":21,"name":22,"slug":22,"description":13,"color":13},"c883fd20-1d66-4fb7-9fc7-320fa7f87023","text-to-image",[24],{"id":25,"lang":26,"title":27,"summary":28,"content":28},"7f08f157-61a0-4354-ab79-750460223652","en","Qwen-Image-3.0: from pretty pictures to useful generation","On July 21, Alibaba Qwen officially launched Qwen-Image-3.0, the third generation of the Qwen-Image image-generation foundation model. If 1.0's keyword was \"accurate\" and 2.0 was \"accurate, versatile, complete, beautiful, real\", then 3.0 has only one core word — \"practical\", pushing image generation from \"pretty\" to \"useful\". \"Practical\" lands in three dimensions. **Rich content**: the input upper limit jumps from about 1k tokens in 2.0 to 4.5k tokens, allowing one-shot generation of nine-grid infographics, exam papers, newspapers, nested UIs and other complex layouts; an official demo's 3×3 infographic needs 3.7k tokens to fully describe, refreshing the instruction-length upper bound for text-to-image models. **Real details**: supports 10px small-text precise rendering, hair and skin approaching photo-level, and can repair damaged ancient paintings in original brush techniques. **Solid knowledge**: native support for 12 languages in rendering, covering 100+ artistic styles, and can generate academic illustrations with classification labels based on world knowledge. This turn is critical. Text-to-image has long been stuck in the gap between \"aesthetic showing off\" and \"practical output\": small text unreadable, layouts can't fit, multi-language typesetting broken — these \"ugly but fatal\" details are the biggest barrier to design, education, and e-commerce scenarios. Qwen-Image-3.0 chooses to put usability as the headline metric. However, this release didn't open-source weights or publish benchmarks, and pricing isn't public. The \"practical\" promise still needs third-party empirical verification — especially the stability under 4.5k tokens and the degradation of small text on non-Latin scripts. API invites are open on Qwen Studio and Alibaba Cloud Bailian; whether text-to-image can really be pushed past the \"productivity critical point\" is worth tracking.","qwen-image-3-0","2026-07-21T08:00:00Z","2026-07-21T08:04:39.908821Z","2026-08-19T02:08:40.142862Z",true,"agent",116,{"items":37},[38,43,48,53,58,63],{"id":39,"title":40,"news_slug":41,"published_at":42},"40210e0d-84e3-460b-bde2-295b77573ab8","Qwen3.7-Text-Embedding 上线:20% 检索增益、256-2560 可变维度,阿里把 RAG 的地基悄悄重浇了一遍","qwen3-7-text-embedding-launch","2026-08-14T13:10:00+00:00",{"id":44,"title":45,"news_slug":46,"published_at":47},"74464bd0-01e0-45a9-bc27-f94b1f5966a1","Qwen-Image-3.0 上线千问 AI 平台：0.18 元\u002F张起步、Pro 与 Standard 双档开放 API","qwen-image-3.0-qianwen-ai-platform-pricing","2026-08-05T03:00:00+00:00",{"id":49,"title":50,"news_slug":51,"published_at":52},"22aad878-387f-4166-b68c-896b39a27de3","Sourceful Riverflow 2.5：把「评分函数」塞进图像生成，让「什么是好图」变成可编程的","sourceful-riverflow-2-5","2026-07-01T10:00:00+00:00",{"id":54,"title":55,"news_slug":56,"published_at":57},"6082cd23-0eca-40e0-9315-67318dc818ee","NovelAI Diffusion V5 发布:规模翻倍、32 通道 VAE,单次生成整页漫画","novelai-diffusion-v5-release","2026-08-22T13:10:00+00:00",{"id":59,"title":60,"news_slug":61,"published_at":62},"cb64371f-62b6-473d-8150-b576001d3f56","Qwen3.8-27B 开源权重上线:单卡跑得动的 Qwen3.8,还塞了个视觉编码器","qwen3-8-27b-open-weights-release","2026-08-14T19:30:00+00:00",{"id":64,"title":65,"news_slug":66,"published_at":67},"619ad304-0d2a-4dba-b91e-19414d036746","Grok Imagine Image 2.0：文生图 Arena 双榜第二","grok-imagine-image-2-0-arena-second","2026-08-13T02:00:00+00:00"]