{"id":7658,"date":"2024-10-24T17:56:08","date_gmt":"2024-10-24T09:56:08","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=7658"},"modified":"2024-10-24T17:58:45","modified_gmt":"2024-10-24T09:58:45","slug":"mochi-1","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/mochi-1\/","title":{"rendered":"Mochi 1 \u89c6\u9891\u751f\u6210\u6a21\u578b\uff1a\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\u4e2d\u7684SOTA"},"content":{"rendered":"

Genmo<\/a> AI \u662f\u4e00\u5bb6\u524d\u6cbf\u7684\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff0c\u81f4\u529b\u4e8e\u5f00\u53d1\u6700\u5148\u8fdb\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u5176\u65d7\u8230\u4ea7\u54c1 Mochi 1 \u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u80fd\u591f\u4ece\u6587\u672c\u63d0\u793a\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\u3002Genmo \u7684\u76ee\u6807\u662f\u901a\u8fc7\u89c6\u9891\u751f\u6210\u6280\u672f\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7684\u521b\u65b0\uff0c\u63d0\u4f9b\u65e0\u9650\u7684\u865a\u62df\u63a2\u7d22\u548c\u521b\u9020\u53ef\u80fd\u3002<\/p>\n

\"Mochi<\/p>\n

 <\/p>\n

Models \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u5e93\uff0c\u4e3b\u8981\u5c55\u793a\u4e86\u6700\u65b0\u7684Mochi 1\u6a21\u578b\u3002Mochi 1\u57fa\u4e8eAsymmetric Diffusion Transformer<\/a> (AsymmDiT)\u67b6\u6784\uff0c\u62e5\u670910\u4ebf\u53c2\u6570\uff0c\u662f\u76ee\u524d\u516c\u5f00\u53d1\u5e03\u7684\u6700\u5927\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u8be5\u6a21\u578b\u80fd\u591f\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u6d41\u7545\u7684\u52a8\u4f5c\u89c6\u9891\uff0c\u5e76\u4e14\u5bf9\u6587\u672c\u63d0\u793a\u6709\u5f88\u597d\u7684\u54cd\u5e94\u80fd\u529b\u3002<\/p>\n

Mochi 1 \u9884\u89c8\u7248\u662f\u4e00\u6b3e\u5f00\u653e\u7684\u5148\u8fdb\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u5177\u6709\u9ad8\u4fdd\u771f\u8fd0\u52a8\u548c\u5f3a\u5927\u7684\u63d0\u793a\u9075\u5faa\u6027\u3002\u6211\u4eec\u7684\u65b0\u6a21\u578b\u5927\u5927\u7f29\u5c0f\u4e86\u5c01\u95ed\u548c\u5f00\u653e\u89c6\u9891\u751f\u6210\u7cfb\u7edf\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002\u6211\u4eec\u5c06\u6839\u636e\u5bbd\u677e\u7684 Apache 2.0 \u8bb8\u53ef\u8bc1\u53d1\u5e03\u8be5\u6a21\u578b\u3002<\/p><\/blockquote>\n

 <\/p>\n

Mochi 1 \u9884\u89c8\u5730\u5740<\/strong><\/p>\n

Hugging Face\uff08\u6a21\u578b\u6743\u91cd\uff09<\/a><\/p>\n

Playground\uff08\u5728\u7ebf\u6f14\u793a\uff09<\/a><\/p>\n

 <\/p>\n

[bilibili]https:\/\/www.bilibili.com\/video\/BV1FRy6YeEui\/[\/bilibili]<\/p>\n

 <\/p>\n

\u529f\u80fd\u5217\u8868<\/h2>\n
    \n
  • \u89c6\u9891\u751f\u6210<\/strong>\uff1a\u901a\u8fc7\u8f93\u5165\u6587\u672c\u63d0\u793a\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\u5185\u5bb9\u3002<\/li>\n
  • \u5f00\u6e90\u6a21\u578b<\/strong>\uff1aMochi 1 \u4f5c\u4e3a\u5f00\u6e90\u6a21\u578b\uff0c\u5141\u8bb8\u7528\u6237\u8fdb\u884c\u4e2a\u6027\u5316\u8c03\u6574\u548c\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n
  • \u9ad8\u4fdd\u771f\u8fd0\u52a8\u8d28\u91cf<\/strong>\uff1a\u751f\u6210\u7684\u89c6\u9891\u5177\u6709\u6d41\u7545\u7684\u8fd0\u52a8\u548c\u9ad8\u4fdd\u771f\u7684\u7269\u7406\u6548\u679c\u3002<\/li>\n
  • \u5f3a\u5927\u7684\u63d0\u793a\u5bf9\u9f50<\/strong>\uff1a\u80fd\u591f\u7cbe\u786e\u5730\u6839\u636e\u6587\u672c\u63d0\u793a\u751f\u6210\u7b26\u5408\u7528\u6237\u9700\u6c42\u7684\u89c6\u9891\u3002<\/li>\n
  • \u793e\u533a\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u793e\u533a\u5e73\u53f0\uff0c\u7528\u6237\u53ef\u4ee5\u5206\u4eab\u548c\u8ba8\u8bba\u751f\u6210\u7684\u89c6\u9891\u5185\u5bb9\u3002<\/li>\n
  • \u591a\u5e73\u53f0\u652f\u6301<\/strong>\uff1a\u652f\u6301\u5728\u591a\u4e2a\u5e73\u53f0\u4e0a\u4f7f\u7528\uff0c\u5305\u62ec\u7f51\u9875\u548c\u79fb\u52a8\u8bbe\u5907\u3002<\/li>\n<\/ul>\n

     <\/p>\n

    Mochi 1 \u6a21\u578b\u67b6\u6784<\/h2>\n

    Mochi 1 \u4ee3\u8868\u4e86\u5f00\u6e90\u89c6\u9891\u751f\u6210\u7684\u91cd\u5927\u8fdb\u6b65\uff0c\u5b83\u91c7\u7528\u57fa\u4e8e\u6211\u4eec\u65b0\u9896\u7684\u975e\u5bf9\u79f0\u6269\u6563\u53d8\u6362\u5668 (AsymmDiT) \u67b6\u6784\u7684 100 \u4ebf\u53c2\u6570\u6269\u6563\u6a21\u578b\u3002\u5b83\u5b8c\u5168\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\uff0c\u662f\u6709\u53f2\u4ee5\u6765\u516c\u5f00\u53d1\u5e03\u7684\u6700\u5927\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u5b83\u662f\u4e00\u79cd\u7b80\u5355\u4e14\u53ef\u7834\u89e3\u7684\u67b6\u6784\u3002<\/p>\n

    \u6548\u7387\u5bf9\u4e8e\u786e\u4fdd\u793e\u533a\u80fd\u591f\u8fd0\u884c\u6211\u4eec\u7684\u6a21\u578b\u81f3\u5173\u91cd\u8981\u3002\u9664\u4e86 Mochi\uff0c\u6211\u4eec\u8fd8\u5f00\u6e90\u4e86\u6211\u4eec\u7684\u89c6\u9891 VAE\u3002\u6211\u4eec\u7684 VAE \u5c06\u89c6\u9891\u538b\u7f29\u4e3a 128 \u500d\u5c0f\u5c3a\u5bf8\uff0c\u4f7f\u7528 8×8 \u7a7a\u95f4\u548c 6 \u500d\u65f6\u95f4\u538b\u7f29\u5230 12 \u901a\u9053\u6f5c\u5728\u7a7a\u95f4\u3002<\/p>\n

    AsymmDiT \u901a\u8fc7\u7b80\u5316\u6587\u672c\u5904\u7406\u5e76\u5c06\u795e\u7ecf\u7f51\u7edc\u5bb9\u91cf\u96c6\u4e2d\u5728\u89c6\u89c9\u63a8\u7406\u4e0a\uff0c\u9ad8\u6548\u5904\u7406\u7528\u6237\u63d0\u793a\u548c\u538b\u7f29\u89c6\u9891\u6807\u8bb0\u3002AsymmDiT \u4f7f\u7528\u591a\u6a21\u6001\u81ea\u6ce8\u610f\u529b\u673a\u5236\u5171\u540c\u5173\u6ce8\u6587\u672c\u548c\u89c6\u89c9\u6807\u8bb0\uff0c\u5e76\u4e3a\u6bcf\u79cd\u6a21\u6001\u5b66\u4e60\u5355\u72ec\u7684 MLP \u5c42\uff0c\u7c7b\u4f3c\u4e8e Stable Diffusion 3\u3002\u4f46\u662f\uff0c\u7531\u4e8e\u9690\u85cf\u7ef4\u5ea6\u8f83\u5927\uff0c\u6211\u4eec\u7684\u89c6\u89c9\u6d41\u7684\u53c2\u6570\u6570\u91cf\u51e0\u4e4e\u662f\u6587\u672c\u6d41\u7684 4 \u500d\u3002\u4e3a\u4e86\u7edf\u4e00\u81ea\u6ce8\u610f\u529b\u673a\u5236\u4e2d\u7684\u6a21\u6001\uff0c\u6211\u4eec\u4f7f\u7528\u975e\u65b9\u5f62 QKV \u548c\u8f93\u51fa\u6295\u5f71\u5c42\u3002\u8fd9\u79cd\u975e\u5bf9\u79f0\u8bbe\u8ba1\u51cf\u5c11\u4e86\u63a8\u7406\u5185\u5b58\u9700\u6c42\u3002<\/p>\n

    \u8bb8\u591a\u73b0\u4ee3\u4f20\u64ad\u6a21\u578b\u4f7f\u7528\u591a\u4e2a\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u6765\u8868\u793a\u7528\u6237\u63d0\u793a\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cMochi 1 \u4ec5\u4f7f\u7528\u5355\u4e2a T5-XXL \u8bed\u8a00\u6a21\u578b\u5bf9\u63d0\u793a\u8fdb\u884c\u7f16\u7801\u3002<\/p>\n

    Mochi 1 \u4f7f\u7528\u5168 3D \u6ce8\u610f\u529b\u673a\u5236\u5bf9 44,520 \u4e2a\u89c6\u9891\u6807\u8bb0\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u8fdb\u884c\u8054\u5408\u63a8\u7406\u3002\u4e3a\u4e86\u5b9a\u4f4d\u6bcf\u4e2a\u6807\u8bb0\uff0c\u6211\u4eec\u5c06\u53ef\u5b66\u4e60\u7684\u65cb\u8f6c\u4f4d\u7f6e\u5d4c\u5165 (RoPE) \u6269\u5c55\u5230 3 \u7ef4\u3002\u7f51\u7edc\u7aef\u5230\u7aef\u5b66\u4e60\u7a7a\u95f4\u548c\u65f6\u95f4\u8f74\u7684\u6df7\u5408\u9891\u7387\u3002<\/p>\n

    Mochi \u53d7\u76ca\u4e8e\u8bed\u8a00\u6a21\u578b\u6269\u5c55\u7684\u4e00\u4e9b\u6700\u65b0\u6539\u8fdb\uff0c\u5305\u62ec SwiGLU \u524d\u9988\u5c42\u3001\u7528\u4e8e\u589e\u5f3a\u7a33\u5b9a\u6027\u7684\u67e5\u8be2\u952e\u89c4\u8303\u5316\uff0c\u4ee5\u53ca\u7528\u4e8e\u63a7\u5236\u5185\u90e8\u6fc0\u6d3b\u7684\u5939\u5c42\u89c4\u8303\u5316\u3002<\/p>\n

    \u968f\u540e\u5c06\u53d1\u5e03\u4e00\u4efd\u6280\u672f\u8bba\u6587\uff0c\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\u4ee5\u4fc3\u8fdb\u89c6\u9891\u751f\u6210\u7684\u8fdb\u6b65\u3002<\/p>\n

     <\/p>\n

    Mochi 1 \u5b89\u88c5\u6d41\u7a0b<\/h2>\n
      \n
    1. \u514b\u9686\u4ed3\u5e93<\/strong>\u00a0\uff1a<\/li>\n<\/ol>\n
      git clone<\/span> https:\/\/github.com\/genmoai\/models\r\ncd<\/span> models\r\n<\/code><\/pre>\n
        \n
      1. \u5b89\u88c5\u4f9d\u8d56<\/strong>\u00a0\uff1a<\/li>\n<\/ol>\n
        pip install uv\r\nuv venv .venv\r\nsource<\/span> .venv\/bin\/activate\r\nuv pip install -e .\r\n<\/code><\/pre>\n
          \n
        1. \u4e0b\u8f7d\u6a21\u578b\u6743\u91cd<\/strong>\u00a0\uff1a \u4eceHugging Face\u6216\u901a\u8fc7\u78c1\u529b\u94fe\u63a5\u4e0b\u8f7d\u6743\u91cd\u6587\u4ef6\uff0c\u5e76\u4fdd\u5b58\u5230\u672c\u5730\u6587\u4ef6\u5939\u3002<\/li>\n<\/ol>\n
          \u4f7f\u7528\u6d41\u7a0b<\/h3>\n
            \n
          1. \u542f\u52a8\u7528\u6237\u754c\u9762<\/strong>\u00a0\uff1a<\/li>\n<\/ol>\n
            python3 -m mochi_preview.gradio_ui --model_dir \"<path_to_downloaded_directory>\"<\/span>\r\n<\/code><\/pre>\n
            \u66ff\u6362<path_to_downloaded_directory><\/code>\u4e3a\u6a21\u578b\u6743\u91cd\u6240\u5728\u76ee\u5f55\u3002<\/p>\n
              \n
            1. \u547d\u4ee4\u884c\u751f\u6210\u89c6\u9891<\/strong>\u00a0\uff1a<\/li>\n<\/ol>\n
              python3 -m mochi_preview.infer --prompt \"A hand with delicate fingers picks up a bright yellow lemon from a wooden bowl filled with lemons and sprigs of mint against a peach-colored background. The hand gently tosses the lemon up and catches it, showcasing its smooth texture. A beige string bag sits beside the bowl, adding a rustic touch to the scene. Additional lemons, one halved, are scattered around the base of the bowl. The even lighting enhances the vibrant colors and creates a fresh, inviting atmosphere.\"<\/span> --seed 1710977262 --cfg_scale 4.5 --model_dir \"<path_to_downloaded_directory>\"<\/span>\r\n<\/code><\/pre>\n
              \u66ff\u6362<path_to_downloaded_directory><\/code>\u4e3a\u6a21\u578b\u6743\u91cd\u6240\u5728\u76ee\u5f55\u3002<\/p>\n
               <\/p>\n
              \u5728\u7ebf\u4f53\u9a8c Mochi 1<\/h2>\n
                \n
              1. \u8fdb\u5165\u751f\u6210\u9875\u9762<\/strong>\uff1a\u767b\u5f55\u540e\uff0c\u70b9\u51fb\u300cPlayground\u300d\u8fdb\u5165\u89c6\u9891\u751f\u6210\u9875\u9762\u3002<\/li>\n
              2. \u8f93\u5165\u63d0\u793a<\/strong>\uff1a\u5728\u63d0\u793a\u6846\u4e2d\u8f93\u5165\u4f60\u60f3\u8981\u751f\u6210\u7684\u89c6\u9891\u63cf\u8ff0\u3002\u4f8b\u5982\uff1a\u300c\u4e00\u4e2a\u7a7f\u7ea2\u8272\u6bdb\u7ebf\u6469\u6258\u8f66\u5934\u76d4\u768430\u5c81\u592a\u7a7a\u4eba\u5192\u9669\u7684\u7535\u5f71\u9884\u544a\u300d\u3002<\/li>\n
              3. \u9009\u62e9\u8bbe\u7f6e<\/strong>\uff1a\u6839\u636e\u9700\u8981\u9009\u62e9\u89c6\u9891\u7684\u98ce\u683c\u3001\u5206\u8fa8\u7387\u7b49\u8bbe\u7f6e\u3002<\/li>\n
              4. \u751f\u6210\u89c6\u9891<\/strong>\uff1a\u70b9\u51fb\u300c\u751f\u6210\u300d\u6309\u94ae\uff0c\u7cfb\u7edf\u5c06\u6839\u636e\u4f60\u7684\u63d0\u793a\u751f\u6210\u89c6\u9891\u3002<\/li>\n
              5. \u4e0b\u8f7d\u4e0e\u5206\u4eab<\/strong>\uff1a\u751f\u6210\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u9884\u89c8\u89c6\u9891\u5e76\u4e0b\u8f7d\u5230\u672c\u5730\uff0c\u6216\u76f4\u63a5\u5206\u4eab\u81f3\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u3002<\/li>\n<\/ol>\n
                \u9ad8\u7ea7\u529f\u80fd<\/h3>\n
                  \n
                • \u81ea\u5b9a\u4e49\u6a21\u578b<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u4e0b\u8f7d Mochi 1 \u7684\u6a21\u578b\u6743\u91cd\uff0c\u5e76\u5728\u672c\u5730\u8fdb\u884c\u4e2a\u6027\u5316\u8bad\u7ec3\u548c\u8c03\u6574\u3002<\/li>\n
                • \u793e\u533a\u4e92\u52a8<\/strong>\uff1a\u52a0\u5165 Genmo \u7684 Discord \u793e\u533a\uff0c\u4e0e\u5176\u4ed6\u7528\u6237\u4ea4\u6d41\u7ecf\u9a8c\uff0c\u5206\u4eab\u751f\u6210\u7684\u89c6\u9891\u3002<\/li>\n
                • API \u63a5\u53e3<\/strong>\uff1a\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528 Genmo \u63d0\u4f9b\u7684 API \u63a5\u53e3\uff0c\u5c06\u89c6\u9891\u751f\u6210\u529f\u80fd\u96c6\u6210\u5230\u81ea\u5df1\u7684\u5e94\u7528\u4e2d\u3002<\/li>\n<\/ul>\n
                  \u5e38\u89c1\u95ee\u9898<\/h3>\n
                    \n
                  • \u89c6\u9891\u751f\u6210\u5931\u8d25<\/strong>\uff1a\u786e\u4fdd\u8f93\u5165\u7684\u63d0\u793a\u8bed\u53e5\u6e05\u6670\u4e14\u5177\u4f53\uff0c\u907f\u514d\u4f7f\u7528\u6a21\u7cca\u6216\u590d\u6742\u7684\u63cf\u8ff0\u3002<\/li>\n
                  • \u767b\u5f55\u95ee\u9898<\/strong>\uff1a\u5982\u679c\u65e0\u6cd5\u767b\u5f55\uff0c\u8bf7\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u6216\u5c1d\u8bd5\u66f4\u6362\u6d4f\u89c8\u5668\u3002<\/li>\n
                  • \u6a21\u578b\u4e0b\u8f7d<\/strong>\uff1a\u8bbf\u95ee Genmo \u7684 GitHub \u9875\u9762\uff0c\u4e0b\u8f7d\u6700\u65b0\u7684 Mochi 1 \u6a21\u578b\u6743\u91cd\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
                    Genmo AI \u662f\u4e00\u5bb6\u524d\u6cbf\u7684\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff0c\u81f4\u529b\u4e8e\u5f00\u53d1\u6700\u5148\u8fdb\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u5176\u65d7\u8230\u4ea7\u54c1 Mochi 1 \u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u80fd\u591f\u4ece\u6587\u672c\u63d0\u793a\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\u3002Genmo \u7684\u76ee\u6807\u662f\u901a\u8fc7\u89c6\u9891\u751f\u6210\u6280\u672f\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7684\u521b\u65b0\uff0c\u63d0\u4f9b\u65e0\u9650\u7684\u865a\u62df\u63a2…<\/p>\n","protected":false},"author":1,"featured_media":61147,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,46],"tags":[],"class_list":["post-7658","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/7658","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=7658"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/7658\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/61147"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=7658"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=7658"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=7658"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}