![](\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/04\/Replay-Matinale.png\")
<\/a><\/span><\/div>\u4f1a\u8bae\u4e3b\u6301\u4eba\u548c\u4e3b\u65e8\u53d1\u8a00\u4eba\uff1a<\/h3><\/div>- <\/i><\/span>\n
\u6587\u68ee\u7279-\u5362\u897f\u4e9a\u5c3c<\/a>, Artefact\u9996\u5e2d\u6267\u884c\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba<\/p>\n<\/div><\/li>- <\/i><\/span>\n
\u54c8\u5357-\u74e6\u8d5e<\/a>, Data\u79d1\u5b66\u90e8\u5408\u4f19\u4eba\u517cArtefact\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8d1f\u8d23\u4eba<\/p>\n<\/div><\/li>- <\/i><\/span>\n
\u4f0a\u6208\u5c14-\u5361\u9686<\/a>, \u4ed6\u662f \u70b9\u4eae<\/a><\/p>\n<\/div><\/li>- <\/i><\/span>\n
\u9a6c\u8482\u5384-\u9c81\u4f0a\u592b<\/a>, \u4ed6\u662f \u7167\u7247\u5ba4<\/a><\/p>\n<\/div><\/li>- <\/i><\/span>\n
Yohann Ralle<\/a>, \u6cd5\u56fd\u7ecf\u6d4e\u3001\u8d22\u653f\u3001\u5de5\u4e1a\u548c\u6570\u5b57\u4e3b\u6743\u90e8\uff08\u4f01\u4e1a\u603b\u5c40\uff09\u4eba\u5de5\u667a\u80fd\u751f\u6210\u4e13\u5bb6\u3002.<\/p>\n<\/div><\/li><\/ul>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff1a\u63a2\u7d22\u521b\u610f\u65b0\u9886\u57df<\/h2><\/div>\u6587\u68ee\u7279-\u5362\u897f\u4e9a\u5c3c\uff08Vincent Luciani\uff09\u5728\u4f1a\u8bae\u4ecb\u7ecd\u4e2d\u8bf4\uff1a\u201c\u4e16\u754c\u5404\u5730\u7684\u4eba\u4eec\u90fd\u5bf9\u8fd9\u9879\u65b0\u6280\u672f\u53ca\u5176\u5bf9\u7ec4\u7ec7\u548c\u5458\u5de5\u7684\u5f71\u54cd\u611f\u5230\u5174\u594b\u3002\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u6240\u62e5\u6709\u7684\u90fd\u662f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u589e\u5f3a\u7684\u76f8\u5bf9\u786e\u5b9a\u6027\u7684\u5e94\u7528\u3002\u6211\u4eec\u80fd\u591f\u9884\u6d4b\u3001\u4e2a\u6027\u5316\u3001\u4f18\u5316\uff0c\u4f46\u4e0d\u80fd\u771f\u6b63\u521b\u9020\u3002.\u00a0<\/span><\/p>\n\u201c\u4f46\u4eca\u5929\uff0c\u6211\u4eec\u7b2c\u4e00\u6b21\u770b\u5230\u4eba\u4e0e\u673a\u5668\u4e4b\u95f4\u771f\u6b63\u7684\u4e92\u52a8\u3002\u73b0\u5728\uff0c\u4e00\u79cd\u771f\u6b63\u7684\u667a\u80fd\u6b63\u5728\u4ece\u8fd9\u79cd\u6280\u672f\u548c\u8fd9\u4e9b\u7b97\u6cd5\u4e2d\u4ea7\u751f\uff0c\u5c3d\u7ba1\u79d1\u5b66\u754c\u5728\u8fd9\u662f\u4e00\u573a\u9769\u547d\u8fd8\u662f\u4e00\u79cd\u8fdb\u5316\u7684\u95ee\u9898\u4e0a\u5b58\u5728\u5206\u6b67......\u00a0<\/span><\/p>\n\u201c\u6211\u4eec\u5df2\u7ecf\u8ba8\u8bba\u8fc7\u589e\u5f3a\u7684\u4eba\u7c7b\u6216\u589e\u5f3a\u7684\u6d3b\u52a8\uff1a\u5f88\u5feb\u6211\u4eec\u5c06\u8ba8\u8bba\u589e\u5f3a\u7684\u4f01\u4e1a\u3002\u5728\u5feb\u901f\u6982\u8ff0\u4f1a\u8bae\u5c06\u6d89\u53ca\u7684\u4e3b\u9898\u5e76\u5c06\u53d1\u8a00\u6743\u8ba9\u7ed9\u4e3b\u65e8\u53d1\u8a00\u4eba\u4e4b\u524d\uff0c\u4ed6\u63d0\u9192 audience \u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9<\/span><\/p>\n<\/div>\n\u201c\u5c3d\u7ba1\u65b0\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e0d\u65ad\u6d8c\u73b0\uff0c\u4f46\u514b\u5236\u662f\u81f3\u5173\u91cd\u8981\u7684\uff1a\u6210\u529f\u7684\u4e1a\u52a1\u8f6c\u578b\u4e0d\u4f1a\u4e00\u8e74\u800c\u5c31\uff0c\u5b83\u9700\u8981\u601d\u8003\u3001\u7814\u7a76\u548c\u51c6\u5907\u201d\u3002\u201d<\/div>\nVincent Luciani\uff0cArtefact \u9996\u5e2d\u6267\u884c\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba<\/div>\n<\/blockquote>\n<\/div>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e02\u573a\u7684\u524d\u666f\u548c\u673a\u9047<\/h2><\/div>\u7b2c\u4e00\u4f4d\u4e3b\u9898\u53d1\u8a00\u4eba\u54c8\u5357-\u74e6\u8d5e\uff08Hanan Ouazan\uff09\u9996\u5148\u6982\u8ff0\u4e86\u6587\u672c\u6a21\u578b\uff0c\u4ece\u8c37\u6b4c 2017 \u5e74\u9769\u547d\u6027\u7684\u201c \"\u5f00\u59cb\u3002\u201c\u4f60\u53ea\u9700\u8981\u5173\u6ce8<\/a>\u201d <\/span>\u8fd9\u7bc7\u8bba\u6587\u4fc3\u6210\u4e86 Transformers \u7684\u8bde\u751f\uff0c\u800c Transformers \u662f\u76ee\u524d\u4f7f\u7528\u7684\u51e0\u4e4e\u6240\u6709\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u7684\u57fa\u7840\u3002\u201c\u4f17\u6240\u5468\u77e5\uff0c\u7814\u7a76\u9700\u8981\u65f6\u95f4\uff0c\u4f46\u4eca\u5929\uff0c\u6211\u4eec\u6b63\u5904\u4e8e\u4e00\u4e2a\u52a0\u901f\u671f\uff0c\u6211\u4eec\u6bcf\u5929\u90fd\u80fd\u770b\u5230\u65b0\u7684\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5229\u7528\u4e86\u66f4\u591a\u7684 data \u548c\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u201d<\/span><\/p>\n\u54c8\u5357\u63a2\u8ba8\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u6c11\u4e3b\u5316\u548c\u53ef\u53ca\u6027\u7684\u51e0\u4e2a\u65b9\u9762\uff0c\u7279\u522b\u5f3a\u8c03\u4e86\u8be5\u6280\u672f\u7684\u52a0\u901f\u5e94\u7528\uff1a\u201c\u901f\u5ea6\u4e4b\u5feb\u4ee4\u4eba\u548b\u820c\uff1aChatGPT \u5728\u77ed\u77ed\u4e94\u5929\u5185\u5c31\u8fbe\u5230\u4e86 100 \u4e07\u7528\u6237\u201d\u3002\u201d<\/span><\/p>\n\u5173\u4e8e LLM \u8bad\u7ec3\u65b9\u6cd5\u7b56\u7565\uff0c\u4ed6\u4ecb\u7ecd\u4e86\u9884\u8bad\u7ec3\u3001\u5fae\u8c03\u548c\u53ca\u65f6\u5de5\u7a0b\u7684\u4f18\u52bf\uff0c\u5217\u4e3e\u4e86\u6bcf\u79cd\u65b9\u6cd5\u7684\u884c\u4e1a\u5e94\u7528\u6848\u4f8b\uff0c\u5e76\u4ecb\u7ecd\u4e86 Artefact \u7684\u6a21\u578b\u7b56\u7565\u51b3\u7b56\u77e9\u9635\u3002. <\/span><\/p>\n<\/div>![](\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/04\/image3.png\" "\\"\u56fe\u50cf3\\"")
<\/span><\/div>\u9664\u4e86\u6240\u6709\u6743\u6210\u672c\u3001\u6027\u80fd\u548c\u5c40\u9650\u6027\u4e4b\u5916\uff0c\u54c8\u5357\u8fd8\u8c08\u5230\u4e86\u53d8\u9769\u7ba1\u7406\u4ee5\u53ca\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u5bf9\u5de5\u4f5c\u4ea7\u751f\u5f71\u54cd\u7684\u65b9\u5f0f\u3002.<\/p>\n<\/div>
\n\u201c\u5b83\u80af\u5b9a\u4f1a\u6539\u53d8\u6211\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u4f46\u5728 Artefact\uff0c\u6211\u4eec\u8ba4\u4e3a\u5b83\u4e0d\u4f1a\u627c\u6740\u804c\u4e1a\uff1a\u5b83\u5c06\u589e\u5f3a\u4ece\u4e8b\u8fd9\u4e9b\u804c\u4e1a\u7684\u4eba\u7c7b\u7684\u80fd\u529b\u201d\u3002\u201d<\/div>\n\u54c8\u5357-\u74e6\u8d5e\uff08Hanan Ouazan\uff09\uff0cData \u79d1\u5b66\u516c\u53f8\u5408\u4f19\u4eba\u517c Artefact \u516c\u53f8\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8d1f\u8d23\u4eba<\/div>\n<\/blockquote>\n<\/div>\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7535\u5b50\u5546\u52a1\u56fe\u7247\u751f\u6210\u5e73\u53f0<\/h2><\/div>\u4e3b\u8bb2\u5609\u5bbe Matthieu Rouif \u662f\u4ee5\u4e0b\u516c\u53f8\u7684\u9996\u5e2d\u6267\u884c\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba \u7167\u7247\u5ba4<\/a>, \u8be5\u5e94\u7528\u7a0b\u5e8f\u91c7\u7528\u7a33\u5b9a\u6269\u6563\uff08\u4e00\u79cd\u56fe\u50cf\u751f\u6210\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff09\uff0c\u4f7f\u5176 8000 \u4e07\u7528\u6237\u80fd\u591f\u4f7f\u7528\u667a\u80fd\u624b\u673a\u521b\u5efa\u5f71\u697c\u7ea7\u7167\u7247\u3002.<\/p>\n\u81ea COVID-19 \u5927\u6d41\u884c\u5f15\u53d1\u7535\u5b50\u5546\u52a1\u5e02\u573a\u7206\u70b8\u4ee5\u6765\uff0c\u6bcf\u5e74\u6709 20 \u4ebf\u5f20\u7167\u7247\u88ab\u7f16\u8f91\u3002\u800c PhotoRoom \u5e94\u7528\u7a0b\u5e8f\u901a\u8fc7\u4e3a\u5546\u5bb6\u81ea\u52a8\u526a\u88c1\u3001\u663e\u793a\u9634\u5f71\u548c\u751f\u6210\u903c\u771f\u7684\u80cc\u666f\uff0c\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\u3002\u201cMatthieu\u8bf4\uff1a\u201d\u6211\u4eec\u5229\u7528\u4eba\u5de5\u667a\u80fd\u751f\u6210\u6280\u672f\u4e3a\u5ba2\u6237\u63d0\u4f9b\u770b\u8d77\u6765\u50cf\u4e13\u4e1a\u6444\u5f71\u5e08\u62cd\u6444\u7684\u7167\u7247\uff0c\u751a\u81f3\u53ef\u4ee5\u5728\u4e00\u79d2\u949f\u5185\u6dfb\u52a0\u72ec\u7279\u3001\u903c\u771f\u7684\u4eba\u5de5\u667a\u80fd\u751f\u6210\u80cc\u666f\u3002.<\/p>\n<\/div>
![](\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/04\/image1.png\" "\\"\u56fe\u50cf1\\"")
<\/span><\/div>\n\u201c\u6211\u4eec\u4e3a\u5ba2\u6237\u63d0\u4f9b\u5927\u91cf\u9ad8\u8d28\u91cf\u3001\u4f4e\u6210\u672c\u7684\u7167\u7247\uff0c\u5c0a\u91cd\u4ed6\u4eec\u7684\u54c1\u724c\uff0c\u4ee5\u6700\u4f73\u65b9\u5f0f\u5c55\u793a\u4ed6\u4eec\u7684\u4ea7\u54c1\uff0c\u5438\u5f15\u548c\u7559\u4f4f\u5ba2\u6237\uff0c\u4ece\u800c\u5e2e\u52a9\u4ed6\u4eec\u53d1\u5c55\u4e1a\u52a1\u201d\u3002\u201d<\/div>\n\u9a6c\u8482\u5384-\u9c81\u4f0a\u592b\uff0cPhotoRoom \u9996\u5e2d\u6267\u884c\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba<\/div>\n<\/blockquote>\n<\/div>\u91cd\u65b0\u601d\u8003\u4f01\u4e1a\u7684\u4eba\u5de5\u667a\u80fd<\/h2><\/div>\u4f0a\u6208\u5c14-\u5361\u9686\u662f\u4ee5\u4e0b\u516c\u53f8\u7684\u9996\u5e2d\u6267\u884c\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba \u70b9\u4eae<\/a>, \u8be5\u5e73\u53f0\u6bd4 GPT-3 \u66f4\u4e3a\u5f3a\u5927\u3002\u5b83\u5e26\u6765\u4e86\u8fd0\u884c\u670d\u52a1\u5668\u548c data \u7684\u6700\u5148\u8fdb\u6a21\u578b\uff0c\u540c\u65f6\u4fdd\u8bc1\u4e86\u4f01\u4e1a\u7684 data \u4e3b\u6743\u3002.<\/p>\n\u4f0a\u6208\u5c14\u5728\u4e3b\u9898\u6f14\u8bb2\u4e2d\u8c08\u5230\u4e86\u516c\u53f8\u7684\u8d77\u6e90\u3002\u201c\u5f53\u6211\u4eec\u57282016\u5e74\u521b\u5efaLightOn\u65f6\uff0c\u6211\u4eec\u6b63\u5728\u6784\u5efa\u5229\u7528\u5149\u8fdb\u884c\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u7684\u786c\u4ef6\u3002\u8fd9\u662f\u4e00\u79cd\u4e0d\u540c\u5bfb\u5e38\u7684\u65b9\u6cd5\uff0c\u4f46\u5b83\u6210\u529f\u4e86--\u6211\u4eec\u7684\u5149\u5b66\u5904\u7406\u5355\u5143\uff08OPU\uff09\u662f\u4e16\u754c\u4e0a\u7b2c\u4e00\u4e2a\u5149\u5b50\u4eba\u5de5\u667a\u80fd\u534f\u5904\u7406\u5668\uff0c\u73b0\u5df2\u88ab\u5168\u7403\u7814\u7a76\u4eba\u5458\u4f7f\u7528\uff0c\u5e76\u96c6\u6210\u5230\u4e16\u754c\u4e0a\u6700\u5927\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\u4e4b\u4e00\u4e0a\u3002.<\/p>\n
\u201c\u81ea 2020 \u5e74 GPT \u51fa\u73b0\u540e\uff0c\u6211\u4eec\u5c31\u5f00\u59cb\u7814\u7a76\u5982\u4f55\u5229\u7528\u6211\u4eec\u7684\u786c\u4ef6\u6765\u5236\u9020\u81ea\u5df1\u7684 LLM--\u65e2\u4f9b\u6211\u4eec\u81ea\u5df1\u4f7f\u7528\uff0c\u4e5f\u4e3a\u5916\u90e8\u5ba2\u6237\u670d\u52a1\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4eec\u5b66\u4f1a\u4e86\u5982\u4f55\u5236\u9020 LLM\uff0c\u800c\u4e14\u505a\u5f97\u76f8\u5f53\u4e0d\u9519\u3002\u4f46\u662f\uff0c\u5f53\u6211\u4eec\u7b2c\u4e00\u6b21\u5728 2021 \u5e74\u30012022 \u5e74\u4e0e\u4eba\u4ea4\u8c08\u65f6\uff0c\u4ed6\u4eec\u5bf9 GPT3 \u4e00\u65e0\u6240\u77e5\uff0c\u56e0\u6b64\u6211\u4eec\u4e0d\u5f97\u4e0d\u6559\u80b2\u6211\u4eec\u7684\u76ee\u6807 audience\u3002.<\/p>\n
\u201c\u6211\u4eec\u4e0e\u5ba2\u6237\u5408\u4f5c\u521b\u5efa\u4e86\u4e00\u4e2a\u66f4\u5927\u7684\u6a21\u578b\uff0c\u6700\u8fd1\u53d1\u5e03\u4e86 400 \u4ebf\u4e2a\u6a21\u578b\uff0c\u4ee5\u72ec\u7279\u7684\u65b9\u5f0f\u8fdb\u884c\u8bad\u7ec3\uff0c\u4e0e GPT3 \u7ade\u4e89\uff0c\u4f46\u4f7f\u7528\u7684\u53c2\u6570\u8981\u5c11\u5f97\u591a\u3002\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u62e5\u6709\u66f4\u5c11\u7684\u91cd\u578b\u786c\u4ef6\u57fa\u7840\u8bbe\u65bd\uff0c\u800c\u4e14\u4f7f\u7528\u5b83\u65e0\u9700\u82b1\u8d39\u5927\u91cf\u6210\u672c\u201d\u3002\u201d<\/p>\n
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<\/span><\/div>\u201c\u5173\u4e8e datasets\uff0c\u8bf8\u5982 Agdatahub<\/a> \u8fd9\u4e5f\u6709\u52a9\u4e8e\u63d0\u9ad8\u6cd5\u56fd\u7684\u7ade\u4e89\u529b\u3002\u5728\u57fa\u7840\u7814\u7a76\u65b9\u9762\uff0c\u56fd\u5bb6\u6218\u7565\u5e2e\u52a9\u6784\u5efa\u4e86\u4eba\u5de5\u667a\u80fd\u7814\u53d1\u751f\u6001\u7cfb\u7edf\uff0c\u5efa\u7acb\u4e86 3IA<\/a> \u5728\u6cd5\u56fd\u548c\u6b27\u6d32\uff0c\u6211\u4eec\u8fd8\u5f00\u5c55\u4e86\u591a\u9879\u6d3b\u52a8\uff0c\u5305\u62ec\uff1a\u4e3a\u7814\u7a76\u6240\u63d0\u4f9b\u8d44\u91d1\u3001\u4e3a\u535a\u58eb\u751f\u5408\u540c\u63d0\u4f9b\u8d44\u91d1\u3001\u542f\u52a8\u5723\u57c3\u514b\u82cf\u4f69\u91cc\u56fd\u9645\u7814\u7a76\u4e2d\u5fc3\uff08IRT Saint Exup\u00e9ry\uff09\u548c SystemX \u9879\u76ee\u3001\u5f00\u5c55\u591a\u9879\u5b66\u751f\u57f9\u8bad\u8ba1\u5212\u7b49\u7b49\u3002\u201d<\/p>\n<\/div>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5706\u684c\u8ba8\u8bba\uff0c\u7531 Artefact \u9996\u5e2d\u6267\u884c\u5b98 Vincent Luciani \u4e3b\u6301<\/h2><\/div>\u4eba\u5de5\u667a\u80fd\u662f\u5426\u901a\u8fc7\u4e86 \u56fe\u7075\u6d4b\u8bd5<\/a> (\u5373\u4eba\u5de5\u667a\u80fd\u662f\u5426\u5df2\u8fbe\u5230\u4eba\u7c7b\u6c34\u5e73\u7684\u667a\u80fd\uff09\uff1f<\/h3><\/div>\u867d\u7136\u5bf9\u8fd9\u4e2a\u95ee\u9898\u7684\u56de\u7b54\u4e0d\u4e00\uff0c\u4f46\u666e\u904d\u7684\u5171\u8bc6\u662f\uff0c\u867d\u7136\u667a\u529b\u786e\u5b9e\u5b58\u5728\uff0c\u4f46\u610f\u5411\u6027\u5374\u4e0d\u5b58\u5728\u3002.<\/p>\n
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\n<\/strong>
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\n<\/strong>
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