{"id":16303,"date":"2023-11-08T21:17:25","date_gmt":"2023-11-08T13:17:25","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=16303"},"modified":"2023-11-08T21:17:25","modified_gmt":"2023-11-08T13:17:25","slug":"deepmind%e6%8c%87%e5%87%ba%e3%80%8ctransformer%e6%97%a0%e6%b3%95%e8%b6%85%e5%87%ba%e9%a2%84%e8%ae%ad%e7%bb%83%e6%95%b0%e6%8d%ae%e5%ae%9e%e7%8e%b0%e6%b3%9b%e5%8c%96%e3%80%8d%ef%bc%8c%e4%bd%86%e6%9c%89","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2023\/11\/08\/16303\/","title":{"rendered":"DeepMind\u6307\u51fa\u300cTransformer\u65e0\u6cd5\u8d85\u51fa\u9884\u8bad\u7ec3\u6570\u636e\u5b9e\u73b0\u6cdb\u5316\u300d\uff0c\u4f46\u6709\u4eba\u6295\u6765\u8d28\u7591"},"content":{"rendered":"<div class=\"article-desc\">PromptIDE \u7684\u6838\u5fc3\u662f\u4ee3\u7801\u7f16\u8f91\u5668 + Python SDK\uff0c\u5176\u4e2d SDK \u63d0\u4f9b\u4e86\u4e00\u79cd\u65b0\u7684\u7f16\u7a0b\u8303\u5f0f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u590d\u6742\u7684 prompting \u6280\u672f\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-0719ea8d=\"\" data-element=\"root\">\n<p>\u8ddd\u79bb\u9a6c\u65af\u514b\u7684 xAI \u516c\u5e03 Grok \u624d\u8fc7\u53bb\u4e00\u5929\uff0c\u521a\u521a\uff0cxAI \u53c8\u516c\u5e03\u4e86\u53e6\u4e00\u6b3e AI \u4ea7\u54c1\uff0c\u4e00\u4e2a\u53ef\u7528\u4e8e prompt \u5de5\u7a0b\u548c\u53ef\u89e3\u91ca\u6027\u7814\u7a76\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff1aPromptIDE\u3002<\/p>\n<p>\u63a5\u8fde\u4e0d\u65ad\u7684\u65b0\u54c1\u53d1\u5e03\uff0c\u4e5f\u8ba9\u7f51\u53cb\u7eb7\u7eb7\u611f\u53f9\uff1a\u300cxAI \u56e2\u961f\u7684\u5f00\u53d1\u901f\u5ea6\u7b80\u76f4\u662f\u75af\u4e86\uff01\u300d<\/p>\n<p><img data-dominant-color=\"f0f1f1\" data-has-transparency=\"false\" style=\"--dominant-color: #f0f1f1;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16304\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a7c90318214935c7f38273f176ea953e3e87d3.png\" width=\"1080\" height=\"166\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a7c90318214935c7f38273f176ea953e3e87d3.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a7c90318214935c7f38273f176ea953e3e87d3-300x46.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a7c90318214935c7f38273f176ea953e3e87d3-1024x157.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a7c90318214935c7f38273f176ea953e3e87d3-150x23.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a7c90318214935c7f38273f176ea953e3e87d3-768x118.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>xAI \u5728\u5b98\u65b9\u535a\u5ba2\u4e2d\u8fd9\u6837\u4ecb\u7ecd\uff1aPromptIDE \u662f\u4e00\u4e2a\u7528\u4e8e prompt \u5de5\u7a0b\u548c\u53ef\u89e3\u91ca\u6027\u7814\u7a76\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\u3002\u5b83\u901a\u8fc7 SDK \u52a0\u901f prompt \u5de5\u7a0b\uff0c\u5e76\u4e14\u8be5 SDK \u53ef\u4ee5\u5b8c\u6210\u590d\u6742\u7684 prompt \u6280\u672f\uff0c\u8fd8\u80fd\u8fdb\u884c\u7ed3\u679c\u5206\u6790\uff0c\u53ef\u89c6\u5316\u7f51\u7edc\u8f93\u51fa\u7b49\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cxAI \u5728 Grok \u7684\u5f00\u53d1\u4e2d\u5927\u91cf\u7684\u4f7f\u7528\u4e86\u8be5\u6280\u672f\u3002<\/p>\n<p>\u501f\u52a9 PromptIDE\uff0c\u5de5\u7a0b\u5e08\u548c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u900f\u660e\u7684\u8bbf\u95ee Grok-1 \u6a21\u578b\uff08\u4e3a Grok \u63d0\u4f9b\u652f\u6301\u7684\u6a21\u578b\uff09\u3002\u8be5 IDE \u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u63a2\u7d22\u6211\u4eec\u5927\u6a21\u578b (LLM) \u7684\u529f\u80fd\u3002IDE \u7684\u6838\u5fc3\u662f\u4e00\u4e2a Python \u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u5b83\u4e0e\u65b0\u7684 SDK \u76f8\u7ed3\u5408\uff0c\u53ef\u4ee5\u5b9e\u73b0\u590d\u6742\u7684 prompt \u6280\u672f\u3002\u5728 IDE \u4e2d\u6267\u884c prompt \u65f6\uff0c\u7528\u6237\u4f1a\u770b\u5230\u4e00\u4e9b\u6bd4\u8f83\u6709\u7528\u7684\u5206\u6790\uff0c\u4f8b\u5982\u91c7\u6837\u6982\u7387\u3001\u805a\u5408\u6ce8\u610f\u529b\u63a9\u7801\u7b49\u3002<\/p>\n<p>\u8be5 IDE \u4f1a\u81ea\u52a8\u4fdd\u5b58\u6240\u6709\u7684 prompt \u5e76\u5177\u6709\u5185\u7f6e\u7248\u672c\u63a7\u5236\uff0c\u8fd8\u5141\u8bb8\u7528\u6237\u6bd4\u8f83\u4e0d\u540c prompt \u6280\u672f\u7684\u8f93\u51fa\u3002\u6700\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20 CSV \u6587\u4ef6\u7b49\u5c0f\u6587\u4ef6\uff0c\u5e76\u4f7f\u7528 SDK \u4e2d\u7684\u5355\u4e2a Python \u51fd\u6570\u8bfb\u53d6\u5b83\u4eec\u3002\u7ed3\u5408 SDK \u7684\u5e76\u53d1\u7279\u6027\uff0c\u5373\u4f7f\u662f\u7a0d\u5927\u7684\u6587\u4ef6\u4e5f\u80fd\u5feb\u901f\u5904\u7406\u3002<\/p>\n<p>\u4e0b\u9762\u662f IDE \u4e3b\u8981\u529f\u80fd\u6f14\u793a\u3002<\/p>\n<h4>\u4ee3\u7801\u7f16\u8f91\u5668 &amp; SDK<\/h4>\n<p><img data-dominant-color=\"edeeef\" data-has-transparency=\"true\" style=\"--dominant-color: #edeeef;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-16305\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/9594471021996c85205321942c99035d689c79.png\" width=\"1080\" height=\"675\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/9594471021996c85205321942c99035d689c79.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/9594471021996c85205321942c99035d689c79-300x188.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/9594471021996c85205321942c99035d689c79-1024x640.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/9594471021996c85205321942c99035d689c79-150x94.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/9594471021996c85205321942c99035d689c79-768x480.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>PromptIDE \u7684\u6838\u5fc3\u662f\u4ee3\u7801\u7f16\u8f91\u5668 + Python SDK\uff0c\u5176\u4e2d SDK \u63d0\u4f9b\u4e86\u4e00\u79cd\u65b0\u7684\u7f16\u7a0b\u8303\u5f0f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u590d\u6742\u7684 prompting \u6280\u672f\u3002<\/p>\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u7528\u6237\u53ef\u4ee5\u4f7f\u7528 prompt () \u51fd\u6570\u624b\u52a8\u5c06 token \u6dfb\u52a0\u5230\u4e0a\u4e0b\u6587\u4e2d\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528 sample () \u51fd\u6570\u6839\u636e\u4e0a\u4e0b\u6587\u751f\u6210 token\u3002<\/p>\n<p><img data-dominant-color=\"353a44\" data-has-transparency=\"false\" style=\"--dominant-color: #353a44;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16306\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a252f9740b7595f64592314516cf0eec3074b3.png\" width=\"871\" height=\"1280\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a252f9740b7595f64592314516cf0eec3074b3.png 871w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a252f9740b7595f64592314516cf0eec3074b3-204x300.png 204w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a252f9740b7595f64592314516cf0eec3074b3-697x1024.png 697w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a252f9740b7595f64592314516cf0eec3074b3-102x150.png 102w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/a252f9740b7595f64592314516cf0eec3074b3-768x1129.png 768w\" sizes=\"auto, (max-width: 871px) 100vw, 871px\" \/><\/p>\n<p>\u6b64\u5916\uff0c\u591a\u4e2a web worker \u53ef\u4ee5\u540c\u65f6\u8fd0\u884c\uff0c\u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u5e76\u884c\u6267\u884c\u591a\u4e2a prompt\u3002<\/p>\n<p><img data-dominant-color=\"e5e6e6\" data-has-transparency=\"true\" style=\"--dominant-color: #e5e6e6;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-16307\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/33bc50c06d343869c3092106873495635048e6.png\" width=\"1080\" height=\"675\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/33bc50c06d343869c3092106873495635048e6.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/33bc50c06d343869c3092106873495635048e6-300x188.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/33bc50c06d343869c3092106873495635048e6-1024x640.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/33bc50c06d343869c3092106873495635048e6-150x94.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/33bc50c06d343869c3092106873495635048e6-768x480.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u7528\u6237\u4e5f\u53ef\u4ee5\u4f7f\u7528\u540c\u4e00\u7a0b\u5e8f\u4e2d\u7684\u591a\u4e2a\u4e0a\u4e0b\u6587\u6765\u5b9e\u73b0\u590d\u6742\u7684 prompting \u6280\u672f\u3002\u5982\u679c\u51fd\u6570\u4f7f\u7528 @prompt_fn \u88c5\u9970\u5668\u8fdb\u884c\u6ce8\u91ca\uff0c\u5219\u5b83\u5c06\u5728\u81ea\u5df1\u7684\u65b0\u4e0a\u4e0b\u6587\u4e2d\u6267\u884c\uff0c\u8be5\u51fd\u6570\u53ef\u4ee5\u72ec\u7acb\u4e8e\u5176\u7236\u4e0a\u4e0b\u6587\u6267\u884c\u4e00\u4e9b\u64cd\u4f5c\u3002\u8fd9\u79cd\u7f16\u7a0b\u8303\u5f0f\u652f\u6301\u5177\u6709\u4efb\u610f\u5d4c\u5957\u5b50\u4e0a\u4e0b\u6587\u7684\u9012\u5f52\u548c\u8fed\u4ee3 prompts\u3002<\/p>\n<p>\u5e76\u53d1\u6027\uff1aSDK \u4f7f\u7528 Python \u534f\u7a0b\u6765\u5e76\u53d1\u5904\u7406\u591a\u4e2a\u5e26 @prompt_fn \u6ce8\u91ca\u7684 Python \u51fd\u6570\uff0c\u4ece\u800c\u52a0\u5feb\u65f6\u95f4\u8fdb\u7a0b\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406 CSV \u6587\u4ef6\u65f6\u3002<\/p>\n<p><img data-dominant-color=\"eeeff0\" data-has-transparency=\"true\" style=\"--dominant-color: #eeeff0;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-16308\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/b114cfa03fba855a62a4051044a6906136502b.png\" width=\"1080\" height=\"675\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/b114cfa03fba855a62a4051044a6906136502b.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/b114cfa03fba855a62a4051044a6906136502b-300x188.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/b114cfa03fba855a62a4051044a6906136502b-1024x640.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/b114cfa03fba855a62a4051044a6906136502b-150x94.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/b114cfa03fba855a62a4051044a6906136502b-768x480.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u7528\u6237\u8f93\u5165\uff1aPrompt \u53ef\u4ee5\u901a\u8fc7 user_input () \u51fd\u6570\u8fdb\u884c\u4ea4\u4e92\u3002user_input () \u51fd\u6570\u8fd4\u56de\u7528\u6237\u8f93\u5165\u7684\u5b57\u7b26\u4e32\uff0c\u7136\u540e\u53ef\u4ee5\u901a\u8fc7 prompt () \u51fd\u6570\u5c06\u5176\u6dfb\u52a0\u5230\u4e0a\u4e0b\u6587\u4e2d\u3002\u4f7f\u7528\u8fd9\u4e9b API\uff0c\u53ea\u9700\u56db\u884c\u4ee3\u7801\u5373\u53ef\u5b9e\u73b0\u804a\u5929\u673a\u5668\u4eba\uff1a<\/p>\n<p><img data-dominant-color=\"343741\" data-has-transparency=\"false\" style=\"--dominant-color: #343741;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16309\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/23b159c45502c18586704133eed3f614397105.png\" width=\"1080\" height=\"149\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/23b159c45502c18586704133eed3f614397105.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/23b159c45502c18586704133eed3f614397105-300x41.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/23b159c45502c18586704133eed3f614397105-1024x141.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/23b159c45502c18586704133eed3f614397105-150x21.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/23b159c45502c18586704133eed3f614397105-768x106.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u6587\u4ef6\uff1a\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5c06\u8f83\u5c0f\u7684\u6587\u4ef6\u4e0a\u4f20\u5230 PromptIDE\uff08\u6bcf\u4e2a\u6587\u4ef6\u6700\u591a 5 MiB\uff0c\u603b\u5171\u6700\u591a 50 MiB\uff09\uff0c\u5e76\u5728 prompt \u4e2d\u4f7f\u7528\u4ed6\u4eec\u4e0a\u4f20\u7684\u6587\u4ef6\u3002read_file () 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