Claude 绘制精美小红书图文

向量数据库大模型数据库

之前很多粉丝评论说江树的图文可以发小红书,这次干脆做一期:将新闻转为小红书图文。提示词和使用方法在文末。

picture.image

picture.image

以 DeepSeek 开源周为例子

DeepSeek 开源周 Day 1

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DeepSeek 开源周 Day 2

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DeepSeek 开源周 Day 3

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DeepSeek 开源周 Day 4picture.image

DeepSeek 开源周 Day 5

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DeepSeek 开源周 Day 6

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如何使用

  • 打开 Claude (Claude.ai)
  • 使用下面的提示词
  • 在提示词模板后面添加要可视化的资料,中英文皆可

提示词模板


        
        
            

          
 # 任务:
 
          
   

 
          请你制作适合小红书平台发布的精美卡片(SVG),竖屏,适合手机阅读。
          
   

 
          
   

 
          
 ## 要求:
 
          
   

 
          - 符合小红书平台上流行的
          
 "高颜值、有设计感、信息清晰"
 
          的风格,柔和色调,既时尚又保持技术内容的专业性。
          
   

 
          - 整体结构舒展,同时保持视觉美感和信息清晰度。
          
   

 
          - 视觉舒适,设计精美,整体设计让小仙女们看了一眼沦陷!
          
   

 
          - 包含面向技术小白的通俗解读
          
   

 
          - 突出重要和关键信息 
          
   

 
          - 不要包含“小白”、“炸裂”、“通俗”和平台极限词
          
   

 
          
   

 
          
 ## 精美卡片(SVG)示例
 
          
   

 
          <svg xmlns=
          
 "http://www.w3.org/2000/svg"
 
           viewBox=
          
 "0 0 750 1334"
 
           width=
          
 "750"
 
           height=
          
 "1334"
 
          >
          
   

 
            <!-- 定义渐变和阴影 -->
          
   

 
            <defs>
          
   

 
              <linearGradient id=
          
 "bgGradient"
 
           x1=
          
 "0%"
 
           y1=
          
 "0%"
 
           x2=
          
 "0%"
 
           y2=
          
 "100%"
 
          >
          
   

 
                <stop offset=
          
 "0%"
 
           style=
          
 "stop-color:#FFD4E5;stop-opacity:1"
 
           />
          
   

 
                <stop offset=
          
 "100%"
 
           style=
          
 "stop-color:#AAE0FF;stop-opacity:1"
 
           />
          
   

 
              </linearGradient>
          
   

 
              <filter id=
          
 "softShadow"
 
           x=
          
 "-10%"
 
           y=
          
 "-10%"
 
           width=
          
 "120%"
 
           height=
          
 "120%"
 
          >
          
   

 
                <feGaussianBlur 
          
 in
 
          =
          
 "SourceAlpha"
 
           stdDeviation=
          
 "5"
 
           />
          
   

 
                <feOffset dx=
          
 "0"
 
           dy=
          
 "3"
 
           result=
          
 "offsetblur"
 
           />
          
   

 
                <feComponentTransfer>
          
   

 
                  <feFuncA 
          
 type
 
          =
          
 "linear"
 
           slope=
          
 "0.2"
 
           />
          
   

 
                </feComponentTransfer>
          
   

 
                <feMerge>
          
   

 
                  <feMergeNode />
          
   

 
                  <feMergeNode 
          
 in
 
          =
          
 "SourceGraphic"
 
           />
          
   

 
                </feMerge>
          
   

 
              </filter>
          
   

 
            </defs>
          
   

 
          
   

 
            <!-- 主背景 -->
          
   

 
            <rect width=
          
 "750"
 
           height=
          
 "1334"
 
           fill=
          
 "url(#bgGradient)"
 
           />
          
   

 
          
   

 
            <!-- 装饰元素:几何形状 -->
          
   

 
            <circle cx=
          
 "50"
 
           cy=
          
 "150"
 
           r=
          
 "80"
 
           fill=
          
 "#FFB6D9"
 
           opacity=
          
 "0.5"
 
           />
          
   

 
            <circle cx=
          
 "700"
 
           cy=
          
 "200"
 
           r=
          
 "120"
 
           fill=
          
 "#B6E5FF"
 
           opacity=
          
 "0.4"
 
           />
          
   

 
            <circle cx=
          
 "120"
 
           cy=
          
 "1200"
 
           r=
          
 "100"
 
           fill=
          
 "#FFC8A2"
 
           opacity=
          
 "0.3"
 
           />
          
   

 
            <circle cx=
          
 "650"
 
           cy=
          
 "1100"
 
           r=
          
 "90"
 
           fill=
          
 "#ADFFD6"
 
           opacity=
          
 "0.3"
 
           />
          
   

 
          
   

 
            <!-- 内容区域 -->
          
   

 
            <rect x=
          
 "75"
 
           y=
          
 "280"
 
           width=
          
 "600"
 
           height=
          
 "880"
 
           rx=
          
 "30"
 
           ry=
          
 "30"
 
           fill=
          
 "white"
 
           filter=
          
 "url(#softShadow)"
 
           />
          
   

 
          
   

 
            <!-- DeepSeek标志和标题区 -->
          
   

 
            <rect x=
          
 "75"
 
           y=
          
 "140"
 
           width=
          
 "600"
 
           height=
          
 "180"
 
           rx=
          
 "30"
 
           ry=
          
 "30"
 
           fill=
          
 "#615DFA"
 
           filter=
          
 "url(#softShadow)"
 
           />
          
   

 
          
   

 
            <!-- 标题文本 - 得意黑 -->
          
   

 
            <text x=
          
 "375"
 
           y=
          
 "220"
 
           font-family=
          
 "'LXGW WenKai', sans-serif"
 
           font-size=
          
 "44"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "white"
 
           text-anchor=
          
 "middle"
 
          >DeepSeek:3FS 文件系统</text>
          
   

 
            <text x=
          
 "375"
 
           y=
          
 "280"
 
           font-family=
          
 "'LXGW WenKai', sans-serif"
 
           font-size=
          
 "28"
 
           fill=
          
 "white"
 
           text-anchor=
          
 "middle"
 
          >DeepSeek开源周第五天重磅发布</text>
          
   

 
          
   

 
            <!-- 技术解读区域 - 思源黑体 -->
          
   

 
            <g font-family=
          
 "'Noto Sans SC', sans-serif"
 
           fill=
          
 "#333333"
 
          >
          
   

 
              <text x=
          
 "105"
 
           y=
          
 "360"
 
           font-size=
          
 "26"
 
           font-weight=
          
 "bold"
 
          >这是什么?一句话解释👇</text>
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "380"
 
           width=
          
 "540"
 
           height=
          
 "70"
 
           rx=
          
 "15"
 
           ry=
          
 "15"
 
           fill=
          
 "#FFF4F9"
 
           />
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "425"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >3FS是一个能充分利用SSD存储和网络带宽的文件系统</text>
          
   

 
              
          
   

 
              <!-- 核心数据指标 -->
          
   

 
              <text x=
          
 "105"
 
           y=
          
 "490"
 
           font-size=
          
 "26"
 
           font-weight=
          
 "bold"
 
          >🚀 性能有多强?</text>
          
   

 
              
          
   

 
              <!-- 数据点1 -->
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "510"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#E2F6FF"
 
           />
          
   

 
              <text x=
          
 "232.5"
 
           y=
          
 "550"
 
           font-size=
          
 "22"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#333"
 
           text-anchor=
          
 "middle"
 
          >读取速度</text>
          
   

 
              <text x=
          
 "232.5"
 
           y=
          
 "590"
 
           font-size=
          
 "30"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#615DFA"
 
           text-anchor=
          
 "middle"
 
          >6.6 TiB/秒</text>
          
   

 
              
          
   

 
              <!-- 数据点2 -->
          
   

 
              <rect x=
          
 "390"
 
           y=
          
 "510"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#FFEFEF"
 
           />
          
   

 
              <text x=
          
 "517.5"
 
           y=
          
 "550"
 
           font-size=
          
 "22"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#333"
 
           text-anchor=
          
 "middle"
 
          >排序性能</text>
          
   

 
              <text x=
          
 "517.5"
 
           y=
          
 "590"
 
           font-size=
          
 "30"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#FF6B95"
 
           text-anchor=
          
 "middle"
 
          >3.66 TiB/分钟</text>
          
   

 
              
          
   

 
              <!-- 数据点3 -->
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "650"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#F2FFEF"
 
           />
          
   

 
              <text x=
          
 "232.5"
 
           y=
          
 "690"
 
           font-size=
          
 "22"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#333"
 
           text-anchor=
          
 "middle"
 
          >KVCache查询</text>
          
   

 
              <text x=
          
 "232.5"
 
           y=
          
 "730"
 
           font-size=
          
 "30"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#52BF90"
 
           text-anchor=
          
 "middle"
 
          >40+ GiB/秒</text>
          
   

 
              
          
   

 
              <!-- 数据点4 -->
          
   

 
              <rect x=
          
 "390"
 
           y=
          
 "650"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#FFF8E1"
 
           />
          
   

 
              <text x=
          
 "517.5"
 
           y=
          
 "690"
 
           font-size=
          
 "22"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#333"
 
           text-anchor=
          
 "middle"
 
          >集群规模</text>
          
   

 
              <text x=
          
 "517.5"
 
           y=
          
 "730"
 
           font-size=
          
 "30"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#FFA726"
 
           text-anchor=
          
 "middle"
 
          >180节点</text>
          
   

 
          
   

 
              <!-- 为什么重要 -->
          
   

 
              <text x=
          
 "105"
 
           y=
          
 "810"
 
           font-size=
          
 "26"
 
           font-weight=
          
 "bold"
 
          >💡 为什么这很重要?</text>
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "830"
 
           width=
          
 "540"
 
           height=
          
 "170"
 
           rx=
          
 "15"
 
           ry=
          
 "15"
 
           fill=
          
 "#F5F5FF"
 
           />
          
   

 
              
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "865"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >• 让AI模型训练和推理数据管理更高效</text>
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "905"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >• 支持数据预处理、加载和检查点存储</text>
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "945"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >• 向量搜索和推理KVCache查询更快</text>
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "985"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >• 分离式架构保证数据一致性</text>
          
   

 
          
   

 
              <!-- 开源链接 -->
          
   

 
              <text x=
          
 "105"
 
           y=
          
 "1040"
 
           font-size=
          
 "26"
 
           font-weight=
          
 "bold"
 
          >🔗 开源地址</text>
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "1060"
 
           width=
          
 "540"
 
           height=
          
 "70"
 
           rx=
          
 "15"
 
           ry=
          
 "15"
 
           fill=
          
 "#EDFFF5"
 
           />
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "1100"
 
           font-size=
          
 "20"
 
           fill=
          
 "#333"
 
          >github.com/deepseek-ai/3FS</text>
          
   

 
            </g>
          
   

 
          </svg>
          
   

 
          
   

 
          
   

 
          
 ## 参考资料:
 
          
   

 
          ---
          
   

 
          🚀 Introducing NSA: A Hardware-Aligned and Natively Trainable Sparse Attention mechanism 
          
 for
 
           ultra-fast long-context training & inference!
          
   

 
          
   

 
          Core components of NSA:
          
   

 
          • Dynamic hierarchical sparse strategy
          
   

 
          • Coarse-grained token compression
          
   

 
          • Fine-grained token selection
          
   

 
          
   

 
          💡 With optimized design 
          
 for
 
           modern hardware, NSA speeds up inference 
          
 while
 
           reducing pre-training costs—without compromising performance. It matches or outperforms Full Attention models on general benchmarks, long-context tasks, and instruction-based reasoning.
          
   

 
          
   

 
          📖 For more details, check out our paper here: https://arxiv.org/abs/2502.11089
          
   

 
          ---
          
   

 
          
   

 
          
   

 
        
      

可用于小红书图文、各种信息展示卡片~

示例

以绘制 DeepSeek 发布的 NSA 为例

效果图

picture.image

完整提示词


        
        
            

          
 # 任务:
 
          
   

 
          请你制作适合小红书平台发布的精美卡片(SVG),竖屏,适合手机阅读。
          
   

 
          
   

 
          
 ## 要求:
 
          
   

 
          - 符合小红书平台上流行的
          
 "高颜值、有设计感、信息清晰"
 
          的风格,柔和色调,既时尚又保持技术内容的专业性。
          
   

 
          - 整体结构舒展,同时保持视觉美感和信息清晰度。
          
   

 
          - 视觉舒适,设计精美,整体设计让小仙女们看了一眼沦陷!
          
   

 
          - 包含面向技术小白的通俗解读
          
   

 
          - 突出重要和关键信息 
          
   

 
          - 不要包含“小白”、“炸裂”、“通俗”和平台极限词
          
   

 
          
   

 
          
 ## 精美卡片(SVG)示例
 
          
   

 
          <svg xmlns=
          
 "http://www.w3.org/2000/svg"
 
           viewBox=
          
 "0 0 750 1334"
 
           width=
          
 "750"
 
           height=
          
 "1334"
 
          >
          
   

 
            <!-- 定义渐变和阴影 -->
          
   

 
            <defs>
          
   

 
              <linearGradient id=
          
 "bgGradient"
 
           x1=
          
 "0%"
 
           y1=
          
 "0%"
 
           x2=
          
 "0%"
 
           y2=
          
 "100%"
 
          >
          
   

 
                <stop offset=
          
 "0%"
 
           style=
          
 "stop-color:#FFD4E5;stop-opacity:1"
 
           />
          
   

 
                <stop offset=
          
 "100%"
 
           style=
          
 "stop-color:#AAE0FF;stop-opacity:1"
 
           />
          
   

 
              </linearGradient>
          
   

 
              <filter id=
          
 "softShadow"
 
           x=
          
 "-10%"
 
           y=
          
 "-10%"
 
           width=
          
 "120%"
 
           height=
          
 "120%"
 
          >
          
   

 
                <feGaussianBlur 
          
 in
 
          =
          
 "SourceAlpha"
 
           stdDeviation=
          
 "5"
 
           />
          
   

 
                <feOffset dx=
          
 "0"
 
           dy=
          
 "3"
 
           result=
          
 "offsetblur"
 
           />
          
   

 
                <feComponentTransfer>
          
   

 
                  <feFuncA 
          
 type
 
          =
          
 "linear"
 
           slope=
          
 "0.2"
 
           />
          
   

 
                </feComponentTransfer>
          
   

 
                <feMerge>
          
   

 
                  <feMergeNode />
          
   

 
                  <feMergeNode 
          
 in
 
          =
          
 "SourceGraphic"
 
           />
          
   

 
                </feMerge>
          
   

 
              </filter>
          
   

 
            </defs>
          
   

 
          
   

 
            <!-- 主背景 -->
          
   

 
            <rect width=
          
 "750"
 
           height=
          
 "1334"
 
           fill=
          
 "url(#bgGradient)"
 
           />
          
   

 
          
   

 
            <!-- 装饰元素:几何形状 -->
          
   

 
            <circle cx=
          
 "50"
 
           cy=
          
 "150"
 
           r=
          
 "80"
 
           fill=
          
 "#FFB6D9"
 
           opacity=
          
 "0.5"
 
           />
          
   

 
            <circle cx=
          
 "700"
 
           cy=
          
 "200"
 
           r=
          
 "120"
 
           fill=
          
 "#B6E5FF"
 
           opacity=
          
 "0.4"
 
           />
          
   

 
            <circle cx=
          
 "120"
 
           cy=
          
 "1200"
 
           r=
          
 "100"
 
           fill=
          
 "#FFC8A2"
 
           opacity=
          
 "0.3"
 
           />
          
   

 
            <circle cx=
          
 "650"
 
           cy=
          
 "1100"
 
           r=
          
 "90"
 
           fill=
          
 "#ADFFD6"
 
           opacity=
          
 "0.3"
 
           />
          
   

 
          
   

 
            <!-- 内容区域 -->
          
   

 
            <rect x=
          
 "75"
 
           y=
          
 "280"
 
           width=
          
 "600"
 
           height=
          
 "880"
 
           rx=
          
 "30"
 
           ry=
          
 "30"
 
           fill=
          
 "white"
 
           filter=
          
 "url(#softShadow)"
 
           />
          
   

 
          
   

 
            <!-- DeepSeek标志和标题区 -->
          
   

 
            <rect x=
          
 "75"
 
           y=
          
 "140"
 
           width=
          
 "600"
 
           height=
          
 "180"
 
           rx=
          
 "30"
 
           ry=
          
 "30"
 
           fill=
          
 "#615DFA"
 
           filter=
          
 "url(#softShadow)"
 
           />
          
   

 
          
   

 
            <!-- 标题文本 - 得意黑 -->
          
   

 
            <text x=
          
 "375"
 
           y=
          
 "220"
 
           font-family=
          
 "'LXGW WenKai', sans-serif"
 
           font-size=
          
 "44"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "white"
 
           text-anchor=
          
 "middle"
 
          >DeepSeek:3FS 文件系统</text>
          
   

 
            <text x=
          
 "375"
 
           y=
          
 "280"
 
           font-family=
          
 "'LXGW WenKai', sans-serif"
 
           font-size=
          
 "28"
 
           fill=
          
 "white"
 
           text-anchor=
          
 "middle"
 
          >DeepSeek开源周第五天重磅发布</text>
          
   

 
          
   

 
            <!-- 技术解读区域 - 思源黑体 -->
          
   

 
            <g font-family=
          
 "'Noto Sans SC', sans-serif"
 
           fill=
          
 "#333333"
 
          >
          
   

 
              <text x=
          
 "105"
 
           y=
          
 "360"
 
           font-size=
          
 "26"
 
           font-weight=
          
 "bold"
 
          >这是什么?一句话解释👇</text>
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "380"
 
           width=
          
 "540"
 
           height=
          
 "70"
 
           rx=
          
 "15"
 
           ry=
          
 "15"
 
           fill=
          
 "#FFF4F9"
 
           />
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "425"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >3FS是一个能充分利用SSD存储和网络带宽的文件系统</text>
          
   

 
              
          
   

 
              <!-- 核心数据指标 -->
          
   

 
              <text x=
          
 "105"
 
           y=
          
 "490"
 
           font-size=
          
 "26"
 
           font-weight=
          
 "bold"
 
          >🚀 性能有多强?</text>
          
   

 
              
          
   

 
              <!-- 数据点1 -->
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "510"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#E2F6FF"
 
           />
          
   

 
              <text x=
          
 "232.5"
 
           y=
          
 "550"
 
           font-size=
          
 "22"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#333"
 
           text-anchor=
          
 "middle"
 
          >读取速度</text>
          
   

 
              <text x=
          
 "232.5"
 
           y=
          
 "590"
 
           font-size=
          
 "30"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#615DFA"
 
           text-anchor=
          
 "middle"
 
          >6.6 TiB/秒</text>
          
   

 
              
          
   

 
              <!-- 数据点2 -->
          
   

 
              <rect x=
          
 "390"
 
           y=
          
 "510"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#FFEFEF"
 
           />
          
   

 
              <text x=
          
 "517.5"
 
           y=
          
 "550"
 
           font-size=
          
 "22"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#333"
 
           text-anchor=
          
 "middle"
 
          >排序性能</text>
          
   

 
              <text x=
          
 "517.5"
 
           y=
          
 "590"
 
           font-size=
          
 "30"
 
           font-weight=
          
 "bold"
 
           fill=
          
 "#FF6B95"
 
           text-anchor=
          
 "middle"
 
          >3.66 TiB/分钟</text>
          
   

 
              
          
   

 
              <!-- 数据点3 -->
          
   

 
              <rect x=
          
 "105"
 
           y=
          
 "650"
 
           width=
          
 "255"
 
           height=
          
 "120"
 
           rx=
          
 "20"
 
           ry=
          
 "20"
 
           fill=
          
 "#F2FFEF"
 
           />
          
   

 
              <text x=
          
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           y=
          
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           font-size=
          
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           font-weight=
          
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           fill=
          
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           text-anchor=
          
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          >KVCache查询</text>
          
   

 
              <text x=
          
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           y=
          
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           font-size=
          
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           font-weight=
          
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           fill=
          
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          >40+ GiB/秒</text>
          
   

 
              
          
   

 
              <!-- 数据点4 -->
          
   

 
              <rect x=
          
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           />
          
   

 
              <text x=
          
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           text-anchor=
          
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          >集群规模</text>
          
   

 
              <text x=
          
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          >180节点</text>
          
   

 
          
   

 
              <!-- 为什么重要 -->
          
   

 
              <text x=
          
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           y=
          
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          >💡 为什么这很重要?</text>
          
   

 
              <rect x=
          
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           y=
          
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           height=
          
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           />
          
   

 
              
          
   

 
              <text x=
          
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           y=
          
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           font-size=
          
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           fill=
          
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          >• 让AI模型训练和推理数据管理更高效</text>
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "905"
 
           font-size=
          
 "22"
 
           fill=
          
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          >• 支持数据预处理、加载和检查点存储</text>
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "945"
 
           font-size=
          
 "22"
 
           fill=
          
 "#333"
 
          >• 向量搜索和推理KVCache查询更快</text>
          
   

 
              <text x=
          
 "125"
 
           y=
          
 "985"
 
           font-size=
          
 "22"
 
           fill=
          
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          >• 分离式架构保证数据一致性</text>
          
   

 
          
   

 
              <!-- 开源链接 -->
          
   

 
              <text x=
          
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           y=
          
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          >🔗 开源地址</text>
          
   

 
              <rect x=
          
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              <text x=
          
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          >github.com/deepseek-ai/3FS</text>
          
   

 
            </g>
          
   

 
          </svg>
          
   

 
          
   

 
          
   

 
          
 ## 参考资料:
 
          
   

 
          ---
          
   

 
          🚀 Introducing NSA: A Hardware-Aligned and Natively Trainable Sparse Attention mechanism 
          
 for
 
           ultra-fast long-context training & inference!
          
   

 
          
   

 
          Core components of NSA:
          
   

 
          • Dynamic hierarchical sparse strategy
          
   

 
          • Coarse-grained token compression
          
   

 
          • Fine-grained token selection
          
   

 
          
   

 
          💡 With optimized design 
          
 for
 
           modern hardware, NSA speeds up inference 
          
 while
 
           reducing pre-training costs—without compromising performance. It matches or outperforms Full Attention models on general benchmarks, long-context tasks, and instruction-based reasoning.
          
   

 
          
   

 
          📖 For more details, check out our paper here: https://arxiv.org/abs/2502.11089
          
   

 
          ---
          
   

 
        
      

网页使用过程

picture.image

使用小技巧

  • 比较适合推特资料转图文分享
  • 资料不要太多,信息太多会排不下
  • 长资料分段提供,制作多图
  • 如果有编辑 SVG 的需要,可以使用 VSCode文本编辑器编辑。

官网下载链接:https://code.visualstudio.com/Download

SVG文本编辑器网盘链接:https://pan.quark.cn/s/3d5b46777fc1

picture.image

  • 也可以通过PPT编辑元素,添加到 PPT,选择「转为图形」

最后

边界已被打破,创意正在重生。

未来,很精彩,我们,共见证~

我是「云中江树」,这里每周为你分享AI工具、方法和观点。

👉 点赞、在看、分享三连支持 ,关注「云中江树」,深度驾驭AI!

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