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      "reasoning": true,
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      "description": "阿里巴巴面向复杂智能体任务推出的 Qwen3 Max 快照，融合思考与非思考模式并强化工具调用。",
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      "reasoning": true,
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      "description": "通义千问推出的开放权重原生多模态 MoE 模型，以较低激活参数支持推理、编程与 Agent。",
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      "description": "阿里巴巴推出的原生多模态 Flash 模型，面向低延迟对话、编程与 Agent 工作流。",
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      "reasoning": true,
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      "description": "通义千问推出的原生多模态稠密模型，重点增强代码生成、仓库级推理、工具调用与智能体工作流。",
      "family": "qwen3.6",
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      "reasoning": true,
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      "release_date": "2026-04-23",
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      "description": "通义千问推出的原生多模态 MoE 模型，以约 3B 激活参数支持推理、编程、工具调用与智能体任务。",
      "family": "qwen3.6",
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      "reasoning": true,
      "tool_call": true,
      "structured_output": true,
      "temperature": true,
      "release_date": "2026-04-17",
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      "description": "通义千问推出的低成本多模态模型，支持推理、视觉理解、编程、工具调用与智能体任务。",
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      "reasoning": true,
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      "description": "阿里巴巴推出的原生多模态 Plus 模型，重点增强 Agentic Coding、视觉理解与工具使用能力。",
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      "attachment": true,
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      "description": "Qwen3.7 系列低成本多模态模型，强化真实世界感知、空间智能、多模态编程与智能体执行能力。",
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      "description": "通义千问面向智能体时代推出的旗舰文本模型，强化复杂推理、编程、办公与长周期自主执行。",
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      "description": "Qwen3.7 系列高性价比多模态模型，面向编程、工具使用、视觉理解与生产力智能体任务。",
      "family": "qwen3.7-plus",
      "attachment": true,
      "reasoning": true,
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      "attachment": false,
      "reasoning": true,
      "tool_call": true,
      "structured_output": true,
      "temperature": true,
      "release_date": "2026-08-12",
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      "description": "阿里巴巴推出的 27B 原生多模态稠密模型，强化文本与视觉编程、办公和复杂智能体任务。",
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      "description": "阿里巴巴推出的低成本多模态 MoE 模型，面向编程、办公、工具驱动工作流与高吞吐智能体场景。",
      "family": "qwen",
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      "series": "qwen3.8-max",
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      "attachment": false,
      "reasoning": true,
      "tool_call": true,
      "structured_output": false,
      "temperature": true,
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      "name": "JoyAI LLM Flash",
      "description": "京东推出的开放权重 MoE 模型，面向推理、编程、智能体交互与长文档处理。",
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      "description": "美团推出的万亿参数长上下文模型，原生支持工具调用与多步推理，面向编程和长程智能体任务。",
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      "reasoning": true,
      "tool_call": true,
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      "temperature": true,
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      "name": "LongCat-2.5-Preview",
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      "tool_call": true,
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      "attachment": true,
      "reasoning": true,
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      "structured_output": false,
      "temperature": true,
      "release_date": "2026-06-01",
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      "family": "kimi-k2",
      "attachment": true,
      "reasoning": true,
      "tool_call": true,
      "structured_output": true,
      "temperature": false,
      "release_date": "2026-01-27",
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        {
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      "family": "kimi-k2",
      "attachment": true,
      "reasoning": true,
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      "structured_output": true,
      "temperature": false,
      "release_date": "2026-04",
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        {
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      ]
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    "moonshot/kimi-k2.7-code": {
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      "family": "kimi-k2",
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