{"id":3233,"date":"2023-05-22T10:26:39","date_gmt":"2023-05-22T02:26:39","guid":{"rendered":"https:\/\/aibackup.com\/?p=3233"},"modified":"2023-06-01T12:45:03","modified_gmt":"2023-06-01T04:45:03","slug":"five-open-source-datasets-for-training-llms","status":"publish","type":"post","link":"https:\/\/aibackup.com\/news\/five-open-source-datasets-for-training-llms\/","title":{"rendered":"\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4e94\u5927\u5f00\u6e90\u6570\u636e\u96c6"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3233\" class=\"elementor elementor-3233\">\n\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-7055320 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7055320\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container 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sizes=\"(max-width: 2030px) 100vw, 2030px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-f9b18cd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f9b18cd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9321548\" data-id=\"9321548\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9c78090 elementor-widget elementor-widget-text-editor\" data-id=\"9c78090\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>\u5728\u4eba\u5de5\u667a\u80fd\u7684\u4e16\u754c\u91cc\uff0c\u6570\u636e\u5c31\u50cf\u662f\u71c3\u6599\uff0c\u63a8\u52a8\u7740\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8fd0\u884c\u3002\u7279\u522b\u662f\u5bf9\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\uff0c\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u96c6\u662f\u5176\u8bad\u7ec3\u7684\u5173\u952e\u3002\u4eca\u5929\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e94\u4e2a\u7528\u4e8e\u8bad\u7ec3LLMs\u7684\u5f00\u6e90\u6570\u636e\u96c6\u3002<\/p><ol><li><p><b>YT-Temporal-1B<\/b>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7531\u65af\u5766\u798f\u5927\u5b66\u521b\u5efa\u7684\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86YouTube\u89c6\u9891\u7684\u65f6\u95f4\u6807\u7b7e\u3002\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e2a\u6837\u672c\u90fd\u662f\u4e00\u4e2a\u89c6\u9891\u7247\u6bb5\uff0c\u914d\u6709\u76f8\u5e94\u7684\u65f6\u95f4\u6807\u7b7e\u3002\u8fd9\u4e2a\u6570\u636e\u96c6\u7684\u89c4\u6a21\u8fbe\u5230\u4e86\u60ca\u4eba\u76841B\uff0c\u4e3a\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8d44\u6e90\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u548c\u5b9e\u9a8c\u3002<\/p><\/li><li><p><b>Muffin<\/b>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7531\u65af\u5766\u798f\u5927\u5b66\u548cGoogle\u5171\u540c\u521b\u5efa\u7684\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86\u5927\u91cf\u7684\u591a\u6a21\u6001\u4fe1\u606f\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u548c\u89c6\u9891\u3002Muffin\u6570\u636e\u96c6\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u4e3a\u4e86\u7814\u7a76\u548c\u5f00\u53d1\u80fd\u591f\u7406\u89e3\u548c\u751f\u6210\u591a\u6a21\u6001\u5185\u5bb9\u7684\u6a21\u578b\u3002<\/p><\/li><li><p><b>LAION-400M<\/b>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7531LAION.AI\u53d1\u5e03\u7684\u5927\u89c4\u6a21\u5f00\u653e\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86400M\u7684\u82f1\u6587\u7f51\u9875\u6587\u672c\u3002\u8fd9\u4e2a\u6570\u636e\u96c6\u7684\u76ee\u6807\u662f\u4e3a\u4e86\u652f\u6301\u5927\u89c4\u6a21\u7684\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u9700\u8981\u5927\u91cf\u6587\u672c\u6570\u636e\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u3002<\/p><\/li><li><p><b>HumanEval<\/b>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7531OpenAI\u521b\u5efa\u7684\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86164\u4e2a\u7f16\u7a0b\u95ee\u9898\uff0c\u7528\u4e8e\u8bc4\u4f30\u4ed6\u4eec\u7684Codex\u6a21\u578b\u3002\u8fd9\u4e2a\u6570\u636e\u96c6\u7684\u7279\u70b9\u662f\u6240\u6709\u7684\u95ee\u9898\u90fd\u662f\u624b\u5199\u7684\uff0c\u4ee5\u786e\u4fdd\u8bc4\u4f30\u95ee\u9898\u4e0d\u5728Codex\u6570\u636e\u96c6\u4e2d\u5b58\u5728\u3002<\/p><\/li><li><p><b>WebVid-2M<\/b>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7531\u725b\u6d25\u5927\u5b66\u521b\u5efa\u7684\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86250\u4e07\u4e2a\u77ed\u89c6\u9891\u548c\u6587\u672c\u63cf\u8ff0\uff0c\u8fd9\u4e9b\u6570\u636e\u90fd\u662f\u4ece\u80a1\u7968\u5f71\u7247\u7f51\u7ad9\u4e0a\u83b7\u53d6\u7684\u3002\u8fd9\u4e2a\u6570\u636e\u96c6\u662fWebVid-10M\u6570\u636e\u96c6\u7684\u4e00\u4e2a\u5b50\u96c6\u3002<\/p><\/li><\/ol><p>\u53c2\u8003\u8d44\u6599\uff1a<\/p><ol><li><a href=\"https:\/\/crfm.stanford.edu\/ecosystem-graphs\/index.html?asset=YT-Temporal-1B\" target=\"_new\">YT-Temporal-1B<\/a><\/li><li><a href=\"https:\/\/crfm.stanford.edu\/ecosystem-graphs\/index.html?asset=Muffin\" target=\"_new\">Muffin<\/a><\/li><li><a href=\"https:\/\/crfm.stanford.edu\/ecosystem-graphs\/index.html?asset=LAION-400M\" target=\"_new\">LAION-400M<\/a><\/li><li><a href=\"https:\/\/crfm.stanford.edu\/ecosystem-graphs\/index.html?asset=HumanEval\" target=\"_new\">HumanEval<\/a><\/li><li><a href=\"https:\/\/crfm.stanford.edu\/ecosystem-graphs\/index.html?asset=WebVid-2M\" target=\"_new\">WebVid-2M<\/a><\/li><\/ol><p>\u4ee5\u4e0a\u5c31\u662f\u4e94\u4e2a\u7528\u4e8e\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5f00\u6e90\u6570\u636e\u96c6\u3002\u5e0c\u671b\u8fd9\u4e9b\u4fe1\u606f\u80fd\u5bf9\u4f60\u7684\u7814\u7a76\u6216\u9879\u76ee\u6709\u6240\u5e2e\u52a9\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u4e94\u4e2a\u7528\u4e8e\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u5f00\u6e90\u6570\u636e\u96c6\uff0c\u5305\u62ecYT-Temporal-1B\u3001Muffin\u3001LAION-400M\u3001HumanEval\u548cWebVid-2M\u3002\u8fd9\u4e9b\u6570\u636e\u96c6\u7684\u8be6\u7ec6\u4fe1\u606f\u548c\u7279\u6027\u5c06\u5728\u6587\u7ae0\u4e2d\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\u3002<\/p>\n","protected":false},"author":1,"featured_media":3235,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[117,38,20],"tags":[],"yoast_head":"<!-- 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