{"id":26443,"date":"2025-02-23T10:40:27","date_gmt":"2025-02-23T02:40:27","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=26443"},"modified":"2025-02-23T10:40:27","modified_gmt":"2025-02-23T02:40:27","slug":"weiruan-magma-moxing","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/weiruan-magma-moxing\/","title":{"rendered":"\u5fae\u8f6f Magma \u6a21\u578b\uff1a\u4e00\u6b3e AI \u667a\u80fd\u4f53\uff0c\u641e\u5b9a UI \u64cd\u4f5c\u548c\u673a\u5668\u4eba\u63a7\u5236"},"content":{"rendered":"

\"\u5fae\u8f6f<\/p>\n

\u6700\u8fd1\uff0c\u5fae\u8f6f\u7814\u7a76\u9662\u53d1\u5e03\u4e86\u4e00\u9879\u91cd\u78c5\u7814\u7a76\u6210\u679c\u2014\u2014\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u57fa\u7840\u6a21\u578b Magma\u3002 \u8fd9\u6b3e\u6a21\u578b\u53ef\u8c13\u662f\u8eab\u517c\u591a\u9879\u7edd\u6280\uff0c\u5b83\u4e0d\u4ec5\u80fd\u50cf\u4eba\u4e00\u6837\u201c\u770b\u61c2\u201d\u56fe\u50cf\u548c\u201c\u542c\u61c2\u201d\u8bed\u8a00\uff0c\u8fd8\u80fd\u76f4\u63a5\u4e0a\u624b\u64cd\u4f5c\u7528\u6237\u754c\u9762 (UI) \u548c\u63a7\u5236\u673a\u5668\u4eba\uff0c\u7740\u5b9e\u4ee4\u4eba\u773c\u524d\u4e00\u4eae\u3002 \u8fd9\u4e00\u7a81\u7834\u6027\u7684\u8fdb\u5c55\uff0c\u6253\u7834\u4e86\u4ee5\u5f80\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u53ea\u80fd\u9759\u6001\u7406\u89e3\u56fe\u50cf\u7684\u5c40\u9650\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u4ea4\u4e92\u5e94\u7528\u5f00\u8f9f\u4e86\u65b0\u5929\u5730\u3002<\/p>\n

\u5fae\u8f6f\u65b9\u9762\u8868\u793a\uff0cMagma \u6700\u5389\u5bb3\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u53ea\u9700\u4e00\u4e2a\u6a21\u578b\u5c31\u80fd\u641e\u5b9a\u6570\u5b57\u4e16\u754c\u548c\u7269\u7406\u4e16\u754c\u91cc\u7684\u5404\u79cd\u4e92\u52a8\u4efb\u52a1\u3002 \u66f4\u8ba9\u4eba\u60ca\u559c\u7684\u662f\uff0cMagma \u8fd8\u975e\u5e38\u201c\u4e07\u80fd\u201d\uff0c\u65e0\u9700\u9488\u5bf9\u7279\u5b9a\u9886\u57df\u8fdb\u884c\u5fae\u8c03\uff0c\u5c31\u80fd\u5c55\u73b0\u51fa\u8d85\u8d8a\u73b0\u6709\u4e13\u7528\u6a21\u578b\u7684\u5353\u8d8a\u6027\u80fd\u3002 \u8fd9\u610f\u5473\u7740\uff0cMagma \u6709\u671b\u6210\u4e3a\u901a\u7528\u578b AI \u667a\u80fd\u4f53\u7684\u57fa\u77f3\uff0c\u5927\u5927\u964d\u4f4e\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u6210\u672c\u3002<\/p>\n

Magma \u7684\u72ec\u95e8\u79d8\u7c4d\uff1aSoM \u548c ToM \u6280\u672f<\/h2>\n

Magma \u6a21\u578b\u4e4b\u6240\u4ee5\u5982\u6b64\u5f3a\u5927\uff0c\u79d8\u5bc6\u6b66\u5668\u5c31\u662f\u5b83\u6240\u91c7\u7528\u7684\u4e24\u9879\u6838\u5fc3\u6280\u672f\uff1aSet-of-Mark (SoM) \u548c Trace-of-Mark (ToM)\u3002<\/p>\n

Set-of-Mark (SoM)<\/strong>\uff0c\u4e5f\u5c31\u662f\u201c\u6807\u8bb0\u96c6\u5408\u201d\u6280\u672f\uff0c\u662f Magma \u7406\u89e3\u4e92\u52a8\u5143\u7d20\u7684\u6838\u5fc3\u6240\u5728\u3002 \u7b80\u5355\u6765\u8bf4\uff0c\u5b83\u5c31\u50cf\u7ed9\u56fe\u50cf\u4e2d\u53ef\u4ee5\u64cd\u4f5c\u7684\u7269\u4f53\u6253\u4e0a\u201c\u6807\u7b7e\u201d\uff0c\u6bd4\u5982\u7528\u6237\u754c\u9762 (UI) \u4e0a\u7684\u6309\u94ae\uff0c\u6216\u662f\u73b0\u5b9e\u573a\u666f\u4e2d\u7684\u673a\u68b0\u81c2\u3002 \u8fd9\u6837\u4e00\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u80fd\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u51fa\u56fe\u50cf\u4e2d\u7684\u4e92\u52a8\u5143\u7d20\uff0c\u5e76\u91c7\u53d6\u76f8\u5e94\u7684\u52a8\u4f5c\u3002 \u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5728\u7528\u6237\u754c\u9762 (UI) \u64cd\u4f5c\u65b9\u9762\uff0cSoM \u6280\u672f\u80fd\u8ba9 Magma \u7cbe\u51c6\u8bc6\u522b\u51fa\u7f51\u9875\u6216 APP \u4e0a\u53ef\u4ee5\u70b9\u51fb\u7684\u6309\u94ae\uff0c\u5e76\u6839\u636e\u7528\u6237\u6307\u4ee4\u5b8c\u6210\u590d\u6742\u7684\u64cd\u4f5c\u6d41\u7a0b\uff0c\u6bd4\u5982\u7f51\u4e0a\u8d2d\u7269\u3001\u586b\u5199\u8d44\u6599\u7b49\u7b49\u3002 \u5728\u673a\u5668\u4eba\u63a7\u5236\u9886\u57df\uff0cSoM \u6280\u672f\u5219\u8d4b\u4e88\u4e86 Magma \u73af\u5883\u611f\u77e5\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u591f\u5224\u65ad\u7269\u4f53\u7684\u4f4d\u7f6e\u548c\u7279\u6027\uff0c\u8fdb\u800c\u7cbe\u51c6\u63a7\u5236\u673a\u68b0\u81c2\uff0c\u7a33\u5b9a\u5730\u5b8c\u6210\u6293\u53d6\u3001\u79fb\u52a8\u3001\u653e\u7f6e\u7269\u54c1\u7b49\u7cbe\u7ec6\u64cd\u4f5c\u3002<\/p>\n

Trace-of-Mark (ToM)<\/strong>\u00a0\u6280\u672f\uff0c\u5373\u201c\u6807\u8bb0\u8f68\u8ff9\u201d\u6280\u672f\uff0c\u5219\u4e13\u6ce8\u4e8e\u8ba9 Magma \u5b66\u4e60\u65f6\u5e8f\u52a8\u4f5c\u3002 \u8fd9\u9879\u6280\u672f\u901a\u8fc7\u6807\u8bb0\u56fe\u50cf\u4e2d\u7684\u79fb\u52a8\u8f68\u8ff9\uff0c\u4f7f\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u6df1\u5165\u7406\u89e3\u7269\u4f53\u5728\u65f6\u95f4\u8f74\u4e0a\u7684\u53d8\u5316\u3002 ToM \u6280\u672f\u8d4b\u4e88 Magma \u9884\u6d4b\u672a\u6765\u52a8\u4f5c\u7684\u80fd\u529b\uff0c\u4f8b\u5982\uff0c\u5b83\u53ef\u4ee5\u5224\u65ad\u673a\u68b0\u81c2\u5728\u6267\u884c\u4efb\u52a1\u65f6\u7684\u6700\u4f73\u8fd0\u52a8\u8def\u5f84\uff0c\u6216\u8005\u5206\u6790\u89c6\u9891\u4e2d\u4eba\u7269\u7684\u884c\u4e3a\u6a21\u5f0f\uff0c\u4ece\u800c\u66f4\u51c6\u786e\u5730\u89c4\u5212\u4e0b\u4e00\u6b65\u52a8\u4f5c\u3002 \u76f8\u6bd4\u4f20\u7edf\u7684\u9010\u5e27\u9884\u6d4b\u65b9\u6cd5\uff0cToM \u6280\u672f\u53ea\u9700\u4f7f\u7528\u66f4\u5c11\u7684 Token\uff0c\u5c31\u80fd\u6355\u6349\u66f4\u957f\u65f6\u95f4\u8303\u56f4\u5185\u7684\u53d8\u5316\uff0c\u663e\u8457\u63d0\u5347\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u52a8\u6001\u573a\u666f\u4e2d\u7684\u51b3\u7b56\u80fd\u529b\uff0c\u5e76\u6709\u6548\u964d\u4f4e\u73af\u5883\u566a\u97f3\u7684\u5e72\u6270\u3002<\/p>\n

Magma \u6027\u80fd\u5b9e\u6d4b\uff1a\u591a\u9879\u8bc4\u6d4b\u699c\u4e0a\u6709\u540d<\/h2>\n

\u4e3a\u4e86\u9a8c\u8bc1 Magma \u7684\u5b9e\u529b\uff0c\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u4e86\u591a\u9879\u4e25\u683c\u7684\u57fa\u51c6\u6d4b\u8bd5\u3002 \u7ed3\u679c\u663e\u793a\uff0cMagma \u5728\u5404\u9879\u6d4b\u8bd5\u4e2d\u90fd\u8868\u73b0\u51fa\u8272\uff0c\u529b\u538b\u7fa4\u96c4\uff0c\u5145\u5206\u8bc1\u660e\u4e86\u5176\u6280\u672f\u7684\u9886\u5148\u6027\u3002<\/p>\n

\u5728\u7528\u6237\u754c\u9762 (UI) \u64cd\u4f5c\u9886\u57df\uff0cMagma \u5728 Mind2Web \u548c AITW \u4e24\u9879\u6743\u5a01\u8bc4\u6d4b\u4e2d\u90fd\u53d6\u5f97\u4e86\u975e\u5e38\u9ad8\u7684\u51c6\u786e\u7387\u3002 \u8fd9\u6709\u529b\u5730\u8bc1\u660e\u4e86 Magma \u5728\u64cd\u4f5c\u590d\u6742\u7f51\u9875\u548c\u624b\u673a APP \u754c\u9762\u65b9\u9762\u7684\u5353\u8d8a\u80fd\u529b\uff0c\u751a\u81f3\u53ef\u4ee5\u50cf\u771f\u4eba\u7528\u6237\u4e00\u6837\u5b8c\u6210\u7f51\u9875\u6d4f\u89c8\u3001\u5e94\u7528\u64cd\u4f5c\u7b49\u590d\u6742\u4efb\u52a1\u3002<\/p>\n

\u5728\u673a\u5668\u4eba\u63a7\u5236\u65b9\u9762\uff0cMagma \u5728 WidowX \u548c LIBERO \u6d4b\u8bd5\u4e2d\uff0c\u66f4\u662f\u8d85\u8d8a\u4e86\u73b0\u6709\u7684\u673a\u5668\u4eba\u89c6\u89c9\u8bed\u8a00\u6a21\u578b OpenVLA\u3002 \u6d4b\u8bd5\u7ed3\u679c\u8868\u660e\uff0cMagma \u80fd\u591f\u6210\u529f\u5b8c\u6210\u8f6f\u4ef6\u64cd\u63a7\u548c\u5b9e\u4f53\u7269\u4f53\u7684\u62fe\u53d6\u653e\u7f6e\u7b49\u590d\u6742\u4efb\u52a1\uff0c\u5e76\u4e14\u5728\u5df2\u77e5\u548c\u672a\u77e5\u73af\u5883\u4e2d\uff0c\u90fd\u5c55\u73b0\u51fa\u4f18\u79c0\u7684\u6cdb\u5316\u80fd\u529b\u548c\u7a33\u5b9a\u6027\u3002 \u8fd9\u610f\u5473\u7740 Magma \u6709\u671b\u5728\u5de5\u4e1a\u548c\u670d\u52a1\u578b\u673a\u5668\u4eba\u9886\u57df\u5927\u5c55\u62f3\u811a\uff0c\u4f8b\u5982\u81ea\u52a8\u5316\u751f\u4ea7\u7ebf\u3001\u667a\u80fd\u7269\u6d41\u3001\u5bb6\u5ead\u670d\u52a1\u7b49\u7b49\u3002<\/p>\n

\u96f6\u6837\u672c & \u5c11\u6837\u672c\u5b66\u4e60\uff1a\u5feb\u901f\u9002\u5e94\u65b0\u73af\u5883<\/h2>\n

Magma \u7684\u53e6\u4e00\u5927\u4eae\u70b9\uff0c\u5728\u4e8e\u5176\u51fa\u8272\u7684\u96f6\u6837\u672c\u548c\u5c11\u6837\u672c\u5b66\u4e60\u80fd\u529b\u3002 \u8fd9\u4f7f\u5f97 Magma \u80fd\u591f\u76f4\u63a5\u5e94\u7528\u4e8e\u5168\u65b0\u7684\u3001\u4ece\u672a\u89c1\u8fc7\u7684\u73af\u5883\uff0c\u800c\u65e0\u9700\u989d\u5916\u8fdb\u884c\u8017\u65f6\u8d39\u529b\u7684\u5fae\u8c03\u3002 \u6d4b\u8bd5\u6570\u636e\u8868\u660e\uff0c\u65e0\u8bba\u662f\u5728\u7528\u6237\u754c\u9762 (UI) \u64cd\u4f5c\uff0c\u8fd8\u662f\u5728\u673a\u5668\u4eba\u4efb\u52a1\u4e2d\uff0cMagma \u90fd\u80fd\u5728\u96f6\u6837\u672c\u60c5\u51b5\u4e0b\u987a\u5229\u5b8c\u6210\u5b8c\u6574\u7684\u4efb\u52a1\u6d41\u7a0b\u3002 \u8fd9\u4e00\u7279\u6027\u5927\u5927\u964d\u4f4e\u4e86 Magma \u7684\u5e94\u7528\u95e8\u69db\uff0c\u4f7f\u5176\u80fd\u591f\u66f4\u5feb\u901f\u3001\u66f4\u4fbf\u6377\u5730\u843d\u5730\u5230\u5404\u79cd\u5b9e\u9645\u573a\u666f\u4e2d\u3002<\/p>\n

\u9664\u4e86\u5728\u7528\u6237\u754c\u9762 (UI) \u64cd\u4f5c\u548c\u673a\u5668\u4eba\u5e94\u7528\u9886\u57df\u8868\u73b0\u62a2\u773c\u5916\uff0cMagma \u5728\u89c6\u89c9\u95ee\u7b54\u3001\u65f6\u5e8f\u63a8\u7406\u7b49\u4efb\u52a1\u4e0a\u4e5f\u5c55\u73b0\u51fa\u4e86\u4e0d\u4fd7\u7684\u5b9e\u529b\u3002 \u7279\u522b\u662f\u5728\u7a7a\u95f4\u63a8\u7406\u6d4b\u8bd5\u4e2d\uff0cMagma \u7684\u8868\u73b0\u751a\u81f3\u8d85\u8fc7\u4e86\u88ab\u5e7f\u6cdb\u8ba4\u4e3a\u662f\u4e1a\u754c\u6807\u6746\u7684 GPT-4o\u3002 \u5fae\u8f6f\u65b9\u9762\u4e5f\u5766\u8a00\uff0c\u7a7a\u95f4\u63a8\u7406\u8bc4\u4f30\u5bf9\u4e8e GPT-4o \u6765\u8bf4\u4ecd\u7136\u662f\u4e00\u4e2a\u5f88\u6709\u6311\u6218\u6027\u7684\u96be\u9898\uff0c\u4f46 Magma \u5373\u4f7f\u9884\u8bad\u7ec3\u6570\u636e\u91cf\u8fdc\u5c11\u4e8e GPT-4o\uff0c\u5374\u80fd\u66f4\u597d\u5730\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898\u3002 \u8fd9\u4e0d\u7981\u8ba9\u4eba\u5bf9 Magma \u7684\u672a\u6765\u53d1\u5c55\u5145\u6ee1\u671f\u5f85\u3002<\/p>\n

\u603b\u800c\u8a00\u4e4b\uff0c\u5fae\u8f6f Magma \u6a21\u578b\u7684\u53d1\u5e03\uff0c\u65e0\u7591\u662f\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u9886\u57df\u53c8\u4e00\u6b21\u91cc\u7a0b\u7891\u5f0f\u7684\u7a81\u7834\u3002 \u51ed\u501f\u5176\u72ec\u7279\u7684 SoM \u548c ToM \u6280\u672f\uff0c\u4ee5\u53ca\u51fa\u8272\u7684\u96f6\u6837\u672c\u548c\u5c11\u6837\u672c\u5b66\u4e60\u80fd\u529b\uff0cMagma \u6709\u671b\u5f15\u9886\u65b0\u4e00\u4ee3 AI \u667a\u80fd\u4f53\u6a21\u578b\u7684\u53d1\u5c55\u65b9\u5411\uff0c\u5e76\u5728\u7528\u6237\u754c\u9762 (UI) \u4ea4\u4e92\u3001\u673a\u5668\u4eba\u63a7\u5236\u4ee5\u53ca\u66f4\u5e7f\u6cdb\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u9886\u57df\uff0c\u6380\u8d77\u4e00\u573a\u65b0\u7684\u6280\u672f\u9769\u547d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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