{"id":178103,"date":"2026-01-24T14:49:00","date_gmt":"2026-01-24T14:49:00","guid":{"rendered":"https:\/\/ktromedia.com\/?p=178103"},"modified":"2026-01-24T14:49:00","modified_gmt":"2026-01-24T14:49:00","slug":"2026-%e5%b9%b4%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e5%b7%a5%e5%85%b7%e5%8c%85%ef%bc%9a5-%e4%b8%aa%e8%87%aa%e4%b8%bb%e9%a2%84%e6%b5%8b%e5%9f%ba%e7%a1%80%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/ktromedia.com\/?p=178103","title":{"rendered":"2026 \u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5 \u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b"},"content":{"rendered":"<div id=\"\">\n<div style=\"width: 810px\" class=\"wp-caption aligncenter\"><\/p>\n<p class=\"wp-caption-text\">2026 \u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5 \u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b<br \/>\u4f5c\u8005\u63d0\u4f9b\u7684\u56fe\u7247<\/p>\n<\/div>\n<h2>\u4ecb\u7ecd<\/h2>\n<p>\u5927\u591a\u6570\u9884\u6d4b\u5de5\u4f5c\u6d89\u53ca\u4e3a\u6bcf\u4e2a\u6570\u636e\u96c6\u6784\u5efa\u81ea\u5b9a\u4e49\u6a21\u578b &#8211; \u5728\u8fd9\u91cc\u62df\u5408 ARIMA\uff0c\u5728\u90a3\u91cc\u8c03\u6574 LSTM\uff0c\u5e76\u52aa\u529b\u89e3\u51b3 <strong><a href=\"https:\/\/facebook.github.io\/prophet\/\" target=\"_blank\" rel=\"noopener\">\u5148\u77e5<\/a><\/strong>\u7684\u8d85\u53c2\u6570\u3002\u57fa\u7840\u6a21\u578b\u626d\u8f6c\u4e86\u8fd9\u4e00\u5c40\u9762\u3002\u5b83\u4eec\u7ecf\u8fc7\u5927\u91cf\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u9884\u8bad\u7ec3\uff0c\u65e0\u9700\u989d\u5916\u8bad\u7ec3\u5373\u53ef\u9884\u6d4b\u65b0\u6a21\u5f0f\uff0c\u7c7b\u4f3c\u4e8e GPT \u53ef\u4ee5\u7f16\u5199\u4ece\u672a\u660e\u786e\u89c1\u8fc7\u7684\u4e3b\u9898\u3002\u6b64\u5217\u8868\u6db5\u76d6\u4e86\u6784\u5efa 2026 \u5e74\u751f\u4ea7\u9884\u6d4b\u7cfb\u7edf\u6240\u9700\u4e86\u89e3\u7684\u4e94\u4e2a\u57fa\u672c\u57fa\u7840\u6a21\u578b\u3002<\/p>\n<p>\u4ece\u7279\u5b9a\u4e8e\u4efb\u52a1\u7684\u6a21\u578b\u5230\u57fa\u7840\u6a21\u578b\u7f16\u6392\u7684\u8f6c\u53d8\u6539\u53d8\u4e86\u56e2\u961f\u8fdb\u884c\u9884\u6d4b\u7684\u65b9\u5f0f\u3002\u9884\u8bad\u7ec3\u6a21\u578b\u5df2\u7ecf\u4e86\u89e3\u901a\u7528\u65f6\u95f4\u6a21\u5f0f\uff0c\u800c\u4e0d\u662f\u82b1\u8d39\u6570\u5468\u65f6\u95f4\u8c03\u6574\u53c2\u6570\u5e76\u4e3a\u6bcf\u4e2a\u65b0\u6570\u636e\u96c6\u4e89\u8bba\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\u3002\u56e2\u961f\u65e0\u9700\u5e7f\u6cdb\u7684\u673a\u5668\u5b66\u4e60\u57fa\u7840\u8bbe\u65bd\u5373\u53ef\u83b7\u5f97\u66f4\u5feb\u7684\u90e8\u7f72\u3001\u66f4\u597d\u7684\u8de8\u9886\u57df\u6cdb\u5316\u5e76\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002<\/p>\n<h2>1. Amazon Chronos-2\uff08\u751f\u4ea7\u5c31\u7eea\u57fa\u7840\uff09<\/h2>\n<p><strong><a href=\"https:\/\/github.com\/amazon-science\/chronos-forecasting\" target=\"_blank\" rel=\"noopener\">\u4e9a\u9a6c\u900a Chronos-2<\/a><\/strong>  \u5bf9\u4e8e\u8f6c\u5411\u57fa\u7840\u6a21\u578b\u9884\u6d4b\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u662f\u6700\u6210\u719f\u7684\u9009\u62e9\u3002\u8be5\u9884\u8bad\u7ec3 Transformer \u6a21\u578b\u7cfb\u5217\u57fa\u4e8e T5 \u67b6\u6784\uff0c\u901a\u8fc7\u7f29\u653e\u548c\u91cf\u5316\u5bf9\u65f6\u95f4\u5e8f\u5217\u503c\u8fdb\u884c\u6807\u8bb0 &#8211; \u5c06\u9884\u6d4b\u89c6\u4e3a\u8bed\u8a00\u5efa\u6a21\u4efb\u52a1\u3002 2025 \u5e74 10 \u6708\u7248\u672c\u6269\u5c55\u4e86\u652f\u6301\u5355\u53d8\u91cf\u3001\u591a\u53d8\u91cf\u548c\u534f\u53d8\u91cf\u9884\u6d4b\u7684\u529f\u80fd\u3002<\/p>\n<p>\u8be5\u6a21\u578b\u63d0\u4f9b\u6700\u5148\u8fdb\u7684\u96f6\u6837\u672c\u9884\u6d4b\uff0c\u59cb\u7ec8\u4f18\u4e8e\u5f00\u7bb1\u5373\u7528\u7684\u8c03\u6574\u7edf\u8ba1\u6a21\u578b\uff0c\u5728\u5355\u4e2a GPU \u4e0a\u6bcf\u79d2\u5904\u7406 300 \u591a\u4e2a\u9884\u6d4b\u3002\u62e5\u6709\u6570\u767e\u4e07\u6b21\u4e0b\u8f7d <strong><a href=\"https:\/\/huggingface.co\/amazon\/chronos-2\" target=\"_blank\" rel=\"noopener\">\u62b1\u8138<\/a><\/strong>  \u4ee5\u53ca\u4e0e AWS \u5de5\u5177\u7684\u672c\u673a\u96c6\u6210\uff0c\u4f8b\u5982 <strong><a href=\"https:\/\/aws.amazon.com\/sagemaker\/\" target=\"_blank\" rel=\"noopener\">\u8d24\u8005\u521b\u5ba2<\/a><\/strong>  \u548c <strong><a href=\"https:\/\/auto.gluon.ai\/\" target=\"_blank\" rel=\"noopener\">\u81ea\u52a8\u80f6\u5b50<\/a><\/strong>\uff0cChronos-2 \u62e5\u6709\u57fa\u7840\u6a21\u578b\u4e2d\u6700\u5f3a\u5927\u7684\u6587\u6863\u548c\u793e\u533a\u652f\u6301\u3002\u8be5\u67b6\u6784\u6709\u4e94\u79cd\u89c4\u6a21\uff0c\u53c2\u6570\u8303\u56f4\u4ece 900 \u4e07\u5230 7.1 \u4ebf\u4e0d\u7b49\uff0c\u56e0\u6b64\u56e2\u961f\u53ef\u4ee5\u5728\u6027\u80fd\u4e0e\u8ba1\u7b97\u9650\u5236\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u67e5\u770b\u5b9e\u65bd\u60c5\u51b5 <a href=\"https:\/\/github.com\/amazon-science\/chronos-forecasting\" target=\"_blank\" rel=\"noopener\">GitHub<\/a>\uff0c\u56de\u987e\u4e00\u4e0b\u6280\u672f\u65b9\u6cd5 <a href=\"https:\/\/arxiv.org\/abs\/2403.07815\" target=\"_blank\" rel=\"noopener\">\u7814\u7a76\u8bba\u6587<\/a>\uff0c\u6216\u8005\u4ece Hugging Face \u4e2d\u83b7\u53d6\u9884\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n<h2>2. Salesforce MOIRAI-2\uff08\u901a\u7528\u9884\u62a5\u5458\uff09<\/h2>\n<p><strong><a href=\"https:\/\/github.com\/SalesforceAIResearch\/uni2ts\" target=\"_blank\" rel=\"noopener\">Salesforce MOIRAI-2<\/a><\/strong>  \u901a\u8fc7\u5176\u901a\u7528\u9884\u6d4b\u67b6\u6784\u89e3\u51b3\u4e86\u5904\u7406\u6df7\u4e71\u7684\u73b0\u5b9e\u4e16\u754c\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u5b9e\u9645\u6311\u6218\u3002\u8fd9\u79cd\u4ec5\u89e3\u7801\u5668\u7684\u53d8\u538b\u5668\u57fa\u7840\u6a21\u578b\u9002\u7528\u4e8e\u5355\u4e2a\u6846\u67b6\u5185\u7684\u4efb\u4f55\u6570\u636e\u9891\u7387\u3001\u4efb\u4f55\u6570\u91cf\u7684\u53d8\u91cf\u548c\u4efb\u4f55\u9884\u6d4b\u957f\u5ea6\u3002\u8be5\u6a21\u578b\u7684\u201c\u4efb\u610f\u53d8\u91cf\u6ce8\u610f\u529b\u201d\u673a\u5236\u53ef\u4ee5\u52a8\u6001\u8c03\u6574\u5230\u591a\u53d8\u91cf\u65f6\u95f4\u5e8f\u5217\uff0c\u800c\u4e0d\u9700\u8981\u56fa\u5b9a\u7684\u8f93\u5165\u7ef4\u5ea6\uff0c\u8fd9\u4f7f\u5176\u4e0e\u4e3a\u7279\u5b9a\u6570\u636e\u7ed3\u6784\u8bbe\u8ba1\u7684\u6a21\u578b\u533a\u5206\u5f00\u6765\u3002<\/p>\n<p>MOIRAI-2 \u5728 GIFT-Eval \u6392\u884c\u699c\u4e0a\u7684\u975e\u6570\u636e\u6cc4\u6f0f\u6a21\u578b\u4e2d\u6392\u540d\u9760\u524d\uff0c\u5728\u5206\u5e03\u4efb\u52a1\u548c\u96f6\u6837\u672c\u4efb\u52a1\u4e0a\u90fd\u5177\u6709\u5f3a\u5927\u7684\u6027\u80fd\u3002\u5bf9 LOTSA \u6570\u636e\u96c6\uff08\u8de8\u4e5d\u4e2a\u9886\u57df\u7684 270 \u4ebf\u4e2a\u89c2\u6d4b\u503c\uff09\u8fdb\u884c\u8bad\u7ec3\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u7a33\u5065\u5730\u6cdb\u5316\u5230\u65b0\u7684\u9884\u6d4b\u573a\u666f\u3002\u56e2\u961f\u53d7\u76ca\u4e8e\u5b8c\u5168\u5f00\u6e90\u7684\u5f00\u53d1\u548c\u79ef\u6781\u7684\u7ef4\u62a4\uff0c\u8fd9\u4f7f\u5f97\u5b83\u5bf9\u4e8e\u6d89\u53ca\u591a\u4e2a\u53d8\u91cf\u548c\u4e0d\u89c4\u5219\u9891\u7387\u7684\u590d\u6742\u7684\u73b0\u5b9e\u5e94\u7528\u7a0b\u5e8f\u5f88\u6709\u4ef7\u503c\u3002\u8be5\u9879\u76ee\u7684 <a href=\"https:\/\/github.com\/SalesforceAIResearch\/uni2ts\" target=\"_blank\" rel=\"noopener\">GitHub \u5b58\u50a8\u5e93<\/a> \u5305\u62ec\u5b9e\u65bd\u7ec6\u8282\uff0c\u800c <a href=\"https:\/\/arxiv.org\/abs\/2402.02592\" target=\"_blank\" rel=\"noopener\">\u6280\u672f\u8bba\u6587<\/a> \u548c <a href=\"https:\/\/www.salesforce.com\/blog\/moirai-2-0\/\" target=\"_blank\" rel=\"noopener\">Salesforce \u535a\u5ba2\u6587\u7ae0<\/a> \u89e3\u91ca\u901a\u7528\u9884\u6d4b\u65b9\u6cd5\u3002\u9884\u8bad\u7ec3\u6a21\u578b\u5df2\u5f00\u542f <a href=\"https:\/\/huggingface.co\/Salesforce\/moirai-2.0-R-small\" target=\"_blank\" rel=\"noopener\">\u62b1\u8138<\/a>\u3002<\/p>\n<h2>3.Lag-Llama\uff08\u5f00\u6e90\u9aa8\u5e72\u7f51\uff09<\/h2>\n<p><strong><a href=\"https:\/\/github.com\/time-series-foundation-models\/lag-llama\" target=\"_blank\" rel=\"noopener\">\u62c9\u683c-\u9a86\u9a7c<\/a><\/strong>  \u901a\u8fc7\u53d7 Meta \u7684 LLaMA \u67b6\u6784\u542f\u53d1\u7684\u7eaf\u89e3\u7801\u5668\u53d8\u538b\u5668\uff0c\u4e3a\u57fa\u7840\u6a21\u578b\u5e26\u6765\u6982\u7387\u9884\u6d4b\u529f\u80fd\u3002\u4e0e\u4ec5\u4ea7\u751f\u70b9\u9884\u6d4b\u7684\u6a21\u578b\u4e0d\u540c\uff0cLag-Llama \u4e3a\u6bcf\u4e2a\u9884\u6d4b\u6b65\u9aa4\u751f\u6210\u5e26\u6709\u4e0d\u786e\u5b9a\u6027\u533a\u95f4\u7684\u5b8c\u6574\u6982\u7387\u5206\u5e03 &#8211; \u51b3\u7b56\u8fc7\u7a0b\u6240\u9700\u7684\u91cf\u5316\u4e0d\u786e\u5b9a\u6027\u3002\u8be5\u6a21\u578b\u4f7f\u7528\u6ede\u540e\u7279\u5f81\u4f5c\u4e3a\u534f\u53d8\u91cf\uff0c\u5e76\u5728\u5c0f\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u5fae\u8c03\u65f6\u663e\u793a\u51fa\u5f3a\u5927\u7684\u5c0f\u6837\u672c\u5b66\u4e60\u80fd\u529b\u3002<\/p>\n<p>\u5b8c\u5168\u5f00\u6e90\u7684\u6027\u8d28\u548c\u5bbd\u677e\u7684\u8bb8\u53ef\u4f7f\u5f97\u4efb\u4f55\u89c4\u6a21\u7684\u56e2\u961f\u90fd\u53ef\u4ee5\u4f7f\u7528 Lag-Llama\uff0c\u800c\u5b83\u5728 CPU \u6216 GPU \u4e0a\u8fd0\u884c\u7684\u80fd\u529b\u6d88\u9664\u4e86\u57fa\u7840\u8bbe\u65bd\u969c\u788d\u3002\u901a\u8fc7\u4e3b\u8981\u673a\u5668\u5b66\u4e60\u4f1a\u8bae\u4e0a\u7684\u51fa\u7248\u7269\u83b7\u5f97\u7684\u5b66\u672f\u652f\u6301\u589e\u52a0\u4e86\u9a8c\u8bc1\u3002\u5bf9\u4e8e\u4f18\u5148\u8003\u8651\u900f\u660e\u5ea6\u3001\u53ef\u91cd\u590d\u6027\u548c\u6982\u7387\u8f93\u51fa\u800c\u4e0d\u662f\u539f\u59cb\u6027\u80fd\u6307\u6807\u7684\u56e2\u961f\uff0cLag-Llama \u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u57fa\u7840\u6a21\u578b\u9aa8\u5e72\u3002\u8fd9 <a href=\"https:\/\/github.com\/time-series-foundation-models\/lag-llama\" target=\"_blank\" rel=\"noopener\">GitHub \u5b58\u50a8\u5e93<\/a> \u5305\u542b\u5b9e\u73b0\u4ee3\u7801\uff0c\u5e76\u4e14 <a href=\"https:\/\/arxiv.org\/abs\/2310.08278\" target=\"_blank\" rel=\"noopener\">\u7814\u7a76\u8bba\u6587<\/a> \u8be6\u7ec6\u4ecb\u7ecd\u4e86\u6982\u7387\u9884\u6d4b\u65b9\u6cd5\u3002<\/p>\n<h2>4. Time-LLM\uff08LLM \u9002\u914d\u5668\uff09<\/h2>\n<p><strong><a href=\"https:\/\/github.com\/KimMeen\/Time-LLM\" target=\"_blank\" rel=\"noopener\">\u65f6\u95f4-\u6cd5\u5b66\u7855\u58eb<\/a><\/strong>  \u91c7\u7528\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u5c06\u73b0\u6709\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8f6c\u6362\u4e3a\u9884\u6d4b\u7cfb\u7edf\uff0c\u800c\u4e0d\u4fee\u6539\u539f\u59cb\u6a21\u578b\u6743\u91cd\u3002\u8fd9\u4e2a\u91cd\u7f16\u7a0b\u6846\u67b6\u5c06\u65f6\u95f4\u5e8f\u5217\u8865\u4e01\u8f6c\u6362\u4e3a\u6587\u672c\u539f\u578b\uff0c\u8ba9 GPT-2\u3001LLaMA \u6216 BERT \u7b49\u51bb\u7ed3\u7684 LLM \u7406\u89e3\u65f6\u95f4\u6a21\u5f0f\u3002 \u201c\u63d0\u793a\u4f5c\u4e3a\u524d\u7f00\u201d\u6280\u672f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6ce8\u5165\u9886\u57df\u77e5\u8bc6\uff0c\u56e0\u6b64\u56e2\u961f\u53ef\u4ee5\u4f7f\u7528\u73b0\u6709\u7684\u8bed\u8a00\u6a21\u578b\u57fa\u7840\u8bbe\u65bd\u6765\u9884\u6d4b\u4efb\u52a1\u3002<\/p>\n<p>\u8fd9\u79cd\u9002\u914d\u5668\u65b9\u6cd5\u975e\u5e38\u9002\u5408\u5df2\u7ecf\u5728\u751f\u4ea7\u4e2d\u8fd0\u884c LLM \u7684\u7ec4\u7ec7\uff0c\u56e0\u4e3a\u5b83\u6d88\u9664\u4e86\u90e8\u7f72\u548c\u7ef4\u62a4\u5355\u72ec\u7684\u9884\u6d4b\u6a21\u578b\u7684\u9700\u8981\u3002\u8be5\u6846\u67b6\u652f\u6301\u591a\u4e2a\u9aa8\u5e72\u6a21\u578b\uff0c\u5f53\u65b0\u7248\u672c\u53ef\u7528\u65f6\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u4e0d\u540c\u7684\u6cd5\u5b66\u7855\u58eb\u4e4b\u95f4\u5207\u6362\u3002 Time-LLM \u4ee3\u8868\u4e86\u201c\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u201d\u9884\u6d4b\u65b9\u6cd5\uff0c\u5176\u4e2d\u901a\u7528\u8bed\u8a00\u7406\u89e3\u80fd\u529b\u8f6c\u79fb\u5230\u65f6\u95f4\u6a21\u5f0f\u8bc6\u522b\u3002\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8bbf\u95ee\u5b9e\u65bd <a href=\"https:\/\/github.com\/KimMeen\/Time-LLM\" target=\"_blank\" rel=\"noopener\">GitHub \u5b58\u50a8\u5e93<\/a>\uff0c\u6216\u67e5\u770b\u4e2d\u7684\u65b9\u6cd5 <a href=\"https:\/\/arxiv.org\/abs\/2310.01728\" target=\"_blank\" rel=\"noopener\">\u7814\u7a76\u8bba\u6587<\/a>\u3002<\/p>\n<h2>5. Google TimesFM\uff08\u5927\u578b\u79d1\u6280\u6807\u51c6\uff09<\/h2>\n<p><strong><a href=\"https:\/\/github.com\/google-research\/timesfm\" target=\"_blank\" rel=\"noopener\">\u8c37\u6b4c\u65f6\u4ee3FM<\/a><\/strong>  \u63d0\u4f9b\u7531\u6700\u5927\u7684\u6280\u672f\u7814\u7a76\u7ec4\u7ec7\u4e4b\u4e00\u652f\u6301\u7684\u4f01\u4e1a\u7ea7\u57fa\u7840\u6a21\u578b\u9884\u6d4b\u3002\u8fd9\u79cd\u57fa\u4e8e\u8865\u4e01\u7684\u7eaf\u89e3\u7801\u5668\u6a21\u578b\u5728 Google \u5185\u90e8\u6570\u636e\u96c6\u7684 1000 \u4ebf\u4e2a\u771f\u5b9e\u65f6\u95f4\u70b9\u4e0a\u8fdb\u884c\u4e86\u9884\u8bad\u7ec3\uff0c\u4ee5\u6700\u5c11\u7684\u914d\u7f6e\u5728\u591a\u4e2a\u9886\u57df\u63d0\u4f9b\u5f3a\u5927\u7684\u96f6\u6837\u672c\u6027\u80fd\u3002\u8be5\u6a21\u578b\u8bbe\u8ba1\u4f18\u5148\u8003\u8651\u5927\u89c4\u6a21\u751f\u4ea7\u90e8\u7f72\uff0c\u53cd\u6620\u4e86\u5176\u6e90\u4e8e Google \u5185\u90e8\u9884\u6d4b\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n<p>TimesFM \u7ecf\u8fc7\u5728 Google \u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e7f\u6cdb\u4f7f\u7528\uff0c\u4e45\u7ecf\u8003\u9a8c\uff0c\u4e3a\u56e2\u961f\u5728\u4e1a\u52a1\u573a\u666f\u4e2d\u90e8\u7f72\u57fa\u7840\u6a21\u578b\u6811\u7acb\u4e86\u4fe1\u5fc3\u3002\u8be5\u6a21\u578b\u5e73\u8861\u4e86\u6027\u80fd\u548c\u6548\u7387\uff0c\u907f\u514d\u4e86\u8f83\u5927\u66ff\u4ee3\u65b9\u6848\u7684\u8ba1\u7b97\u5f00\u9500\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u6709\u7ade\u4e89\u529b\u7684\u51c6\u786e\u6027\u3002 Google Research \u7684\u6301\u7eed\u652f\u6301\u610f\u5473\u7740\u6301\u7eed\u7684\u5f00\u53d1\u548c\u7ef4\u62a4\uff0c\u4f7f TimesFM \u6210\u4e3a\u5bfb\u6c42\u4f01\u4e1a\u7ea7\u57fa\u7840\u6a21\u578b\u529f\u80fd\u7684\u56e2\u961f\u7684\u53ef\u9760\u9009\u62e9\u3002\u901a\u8fc7\u8bbf\u95ee\u6a21\u578b <a href=\"https:\/\/github.com\/google-research\/timesfm\" target=\"_blank\" rel=\"noopener\">GitHub \u5b58\u50a8\u5e93<\/a>\uff0c\u56de\u987e\u4e00\u4e0b\u67b6\u6784 <a href=\"https:\/\/arxiv.org\/abs\/2310.10688\" target=\"_blank\" rel=\"noopener\">\u6280\u672f\u8bba\u6587<\/a>\uff0c\u6216\u9605\u8bfb\u5b9e\u65bd\u7ec6\u8282 <a href=\"https:\/\/research.google\/blog\/a-decoder-only-foundation-model-for-time-series-forecasting\/\" target=\"_blank\" rel=\"noopener\">\u8c37\u6b4c\u7814\u7a76\u535a\u5ba2\u6587\u7ae0<\/a>\u3002<\/p>\n<h2>\u7ed3\u8bba<\/h2>\n<p>\u57fa\u7840\u6a21\u578b\u5c06\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u4ece\u6a21\u578b\u8bad\u7ec3\u95ee\u9898\u8f6c\u53d8\u4e3a\u6a21\u578b\u9009\u62e9\u6311\u6218\u3002 Chronos-2 \u63d0\u4f9b\u751f\u4ea7\u6210\u719f\u5ea6\uff0cMOIRAI-2 \u5904\u7406\u590d\u6742\u7684\u591a\u53d8\u91cf\u6570\u636e\uff0cLag-Llama \u63d0\u4f9b\u6982\u7387\u8f93\u51fa\uff0cTime-LLM \u5229\u7528\u73b0\u6709\u7684 LLM \u57fa\u7840\u8bbe\u65bd\uff0cTimesFM \u63d0\u4f9b\u4f01\u4e1a\u53ef\u9760\u6027\u3002\u6839\u636e\u60a8\u5bf9\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3001\u591a\u53d8\u91cf\u652f\u6301\u3001\u57fa\u7840\u8bbe\u65bd\u7ea6\u675f\u548c\u90e8\u7f72\u89c4\u6a21\u7684\u7279\u5b9a\u9700\u6c42\u6765\u8bc4\u4f30\u6a21\u578b\u3002\u9996\u5148\u5bf9\u4ee3\u8868\u6027\u6570\u636e\u96c6\u8fdb\u884c\u96f6\u6837\u672c\u8bc4\u4f30\uff0c\u4ee5\u786e\u5b9a\u54ea\u79cd\u57fa\u7840\u6a21\u578b\u9002\u5408\u60a8\u7684\u9884\u6d4b\u9700\u6c42\uff0c\u7136\u540e\u518d\u8fdb\u884c\u5fae\u8c03\u6216\u5b9a\u5236\u5f00\u53d1\u3002<\/p>\n<\/p><\/div>\n<div id=\"post-author\">&#13;<\/p>\n<div class=\"profile-image\"><img decoding=\"async\" src=\"https:\/\/ktromedia.com\/wp-content\/uploads\/2026\/01\/1769266138_986_2026-\u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5-\u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b.jpg\" width=\"80\" height=\"80\"  alt=\"\u7ef4\u8bfa\u5fb7\u00b7\u4e18\u52a0\u5c3c\" class=\"avatar avatar-80 wp-user-avatar wp-user-avatar-80 alignnone photo\"\/><\/div>\n<p>&#13;<\/p>\n<div class=\"profile-content\">\n<h4>\u5173\u4e8e\u7ef4\u8bfa\u5fb7\u00b7\u695a\u52a0\u5c3c<\/h4>\n<p>\t\tVinod Chugani \u662f\u4e00\u4f4d\u4eba\u5de5\u667a\u80fd\u548c\u6570\u636e\u79d1\u5b66\u6559\u80b2\u5bb6\uff0c\u64b0\u5199\u4e86\u4e24\u672c\u5173\u4e8e\u638c\u63e1\u673a\u5668\u5b66\u4e60\u7684\u7efc\u5408\u7535\u5b50\u4e66\uff1a <em>\u6570\u636e\u79d1\u5b66\u521d\u5b66\u8005\u6307\u5357<\/em> \u548c <em>\u66f4\u9ad8\u6c34\u5e73\u7684\u6570\u636e\u79d1\u5b66<\/em>\u3002\u4ed6\u7684\u6587\u7ae0\u91cd\u70b9\u5173\u6ce8\u6570\u636e\u79d1\u5b66\u57fa\u7840\u77e5\u8bc6\u3001\u673a\u5668\u5b66\u4e60\u5e94\u7528\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6846\u67b6\u548c\u65b0\u5174\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u4f7f\u590d\u6742\u7684\u6982\u5ff5\u5bf9\u5404\u4e2a\u7ea7\u522b\u7684\u4ece\u4e1a\u8005\u6765\u8bf4\u90fd\u662f\u53ef\u884c\u7684\u3002\u901a\u8fc7\u4ed6\u7684\u6559\u5b66\u548c\u6307\u5bfc\u5de5\u4f5c\uff0cVinod 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\/>\n\t&#13;\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>2026 \u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5 \u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b\u4f5c\u8005\u63d0\u4f9b\u7684\u56fe\u7247 \u4ecb\u7ecd \u5927\u591a\u6570\u9884\u6d4b\u5de5\u4f5c\u6d89\u53ca\u4e3a\u6bcf\u4e2a\u6570\u636e\u96c6\u6784\u5efa\u81ea\u5b9a\u4e49\u6a21\u578b &#8211; \u5728\u8fd9\u91cc\u62df\u5408 ARIMA\uff0c\u5728\u90a3\u91cc\u8c03\u6574 LSTM\uff0c\u5e76\u52aa\u529b\u89e3\u51b3 \u5148\u77e5\u7684\u8d85\u53c2\u6570\u3002\u57fa\u7840\u6a21\u578b\u626d\u8f6c\u4e86\u8fd9\u4e00\u5c40\u9762\u3002\u5b83\u4eec\u7ecf\u8fc7\u5927\u91cf\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u9884\u8bad\u7ec3\uff0c\u65e0\u9700\u989d\u5916\u8bad\u7ec3\u5373\u53ef\u9884\u6d4b\u65b0\u6a21\u5f0f\uff0c\u7c7b\u4f3c\u4e8e GPT \u53ef\u4ee5\u7f16\u5199\u4ece\u672a\u660e\u786e\u89c1\u8fc7\u7684\u4e3b\u9898\u3002\u6b64\u5217\u8868\u6db5\u76d6\u4e86\u6784\u5efa 2026 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Amazon Chronos-2\uff08\u751f\u4ea7\u5c31\u7eea\u57fa\u7840\uff09 \u4e9a\u9a6c\u900a Chronos-2 \u5bf9\u4e8e\u8f6c\u5411\u57fa\u7840\u6a21\u578b\u9884\u6d4b\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u662f\u6700\u6210\u719f\u7684\u9009\u62e9\u3002\u8be5\u9884\u8bad\u7ec3 Transformer \u6a21\u578b\u7cfb\u5217\u57fa\u4e8e T5 \u67b6\u6784\uff0c\u901a\u8fc7\u7f29\u653e\u548c\u91cf\u5316\u5bf9\u65f6\u95f4\u5e8f\u5217\u503c\u8fdb\u884c\u6807\u8bb0 &#8211; \u5c06\u9884\u6d4b\u89c6\u4e3a\u8bed\u8a00\u5efa\u6a21\u4efb\u52a1\u3002 2025 \u5e74 10 \u6708\u7248\u672c\u6269\u5c55\u4e86\u652f\u6301\u5355\u53d8\u91cf\u3001\u591a\u53d8\u91cf\u548c\u534f\u53d8\u91cf\u9884\u6d4b\u7684\u529f\u80fd\u3002 \u8be5\u6a21\u578b\u63d0\u4f9b\u6700\u5148\u8fdb\u7684\u96f6\u6837\u672c\u9884\u6d4b\uff0c\u59cb\u7ec8\u4f18\u4e8e\u5f00\u7bb1\u5373\u7528\u7684\u8c03\u6574\u7edf\u8ba1\u6a21\u578b\uff0c\u5728\u5355\u4e2a GPU \u4e0a\u6bcf\u79d2\u5904\u7406 300 \u591a\u4e2a\u9884\u6d4b\u3002\u62e5\u6709\u6570\u767e\u4e07\u6b21\u4e0b\u8f7d \u62b1\u8138 \u4ee5\u53ca\u4e0e AWS \u5de5\u5177\u7684\u672c\u673a\u96c6\u6210\uff0c\u4f8b\u5982 \u8d24\u8005\u521b\u5ba2 \u548c \u81ea\u52a8\u80f6\u5b50\uff0cChronos-2 \u62e5\u6709\u57fa\u7840\u6a21\u578b\u4e2d\u6700\u5f3a\u5927\u7684\u6587\u6863\u548c\u793e\u533a\u652f\u6301\u3002\u8be5\u67b6\u6784\u6709\u4e94\u79cd\u89c4\u6a21\uff0c\u53c2\u6570\u8303\u56f4\u4ece 900 \u4e07\u5230 7.1 \u4ebf\u4e0d\u7b49\uff0c\u56e0\u6b64\u56e2\u961f\u53ef\u4ee5\u5728\u6027\u80fd\u4e0e\u8ba1\u7b97\u9650\u5236\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u67e5\u770b\u5b9e\u65bd\u60c5\u51b5 GitHub\uff0c\u56de\u987e\u4e00\u4e0b\u6280\u672f\u65b9\u6cd5 \u7814\u7a76\u8bba\u6587\uff0c\u6216\u8005\u4ece Hugging Face \u4e2d\u83b7\u53d6\u9884\u8bad\u7ec3\u6a21\u578b\u3002 2. Salesforce<\/p>\n","protected":false},"author":1,"featured_media":178104,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[],"class_list":{"0":"post-178103","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>2026 \u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5 \u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b - Ktromedia<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ktromedia.com\/?p=178103\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"2026 \u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5 \u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b - Ktromedia\" \/>\n<meta property=\"og:description\" content=\"2026 \u5e74\u65f6\u95f4\u5e8f\u5217\u5de5\u5177\u5305\uff1a5 \u4e2a\u81ea\u4e3b\u9884\u6d4b\u57fa\u7840\u6a21\u578b\u4f5c\u8005\u63d0\u4f9b\u7684\u56fe\u7247 \u4ecb\u7ecd \u5927\u591a\u6570\u9884\u6d4b\u5de5\u4f5c\u6d89\u53ca\u4e3a\u6bcf\u4e2a\u6570\u636e\u96c6\u6784\u5efa\u81ea\u5b9a\u4e49\u6a21\u578b &#8211; \u5728\u8fd9\u91cc\u62df\u5408 ARIMA\uff0c\u5728\u90a3\u91cc\u8c03\u6574 LSTM\uff0c\u5e76\u52aa\u529b\u89e3\u51b3 \u5148\u77e5\u7684\u8d85\u53c2\u6570\u3002\u57fa\u7840\u6a21\u578b\u626d\u8f6c\u4e86\u8fd9\u4e00\u5c40\u9762\u3002\u5b83\u4eec\u7ecf\u8fc7\u5927\u91cf\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u9884\u8bad\u7ec3\uff0c\u65e0\u9700\u989d\u5916\u8bad\u7ec3\u5373\u53ef\u9884\u6d4b\u65b0\u6a21\u5f0f\uff0c\u7c7b\u4f3c\u4e8e GPT \u53ef\u4ee5\u7f16\u5199\u4ece\u672a\u660e\u786e\u89c1\u8fc7\u7684\u4e3b\u9898\u3002\u6b64\u5217\u8868\u6db5\u76d6\u4e86\u6784\u5efa 2026 \u5e74\u751f\u4ea7\u9884\u6d4b\u7cfb\u7edf\u6240\u9700\u4e86\u89e3\u7684\u4e94\u4e2a\u57fa\u672c\u57fa\u7840\u6a21\u578b\u3002 \u4ece\u7279\u5b9a\u4e8e\u4efb\u52a1\u7684\u6a21\u578b\u5230\u57fa\u7840\u6a21\u578b\u7f16\u6392\u7684\u8f6c\u53d8\u6539\u53d8\u4e86\u56e2\u961f\u8fdb\u884c\u9884\u6d4b\u7684\u65b9\u5f0f\u3002\u9884\u8bad\u7ec3\u6a21\u578b\u5df2\u7ecf\u4e86\u89e3\u901a\u7528\u65f6\u95f4\u6a21\u5f0f\uff0c\u800c\u4e0d\u662f\u82b1\u8d39\u6570\u5468\u65f6\u95f4\u8c03\u6574\u53c2\u6570\u5e76\u4e3a\u6bcf\u4e2a\u65b0\u6570\u636e\u96c6\u4e89\u8bba\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\u3002\u56e2\u961f\u65e0\u9700\u5e7f\u6cdb\u7684\u673a\u5668\u5b66\u4e60\u57fa\u7840\u8bbe\u65bd\u5373\u53ef\u83b7\u5f97\u66f4\u5feb\u7684\u90e8\u7f72\u3001\u66f4\u597d\u7684\u8de8\u9886\u57df\u6cdb\u5316\u5e76\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002 1. Amazon Chronos-2\uff08\u751f\u4ea7\u5c31\u7eea\u57fa\u7840\uff09 \u4e9a\u9a6c\u900a Chronos-2 \u5bf9\u4e8e\u8f6c\u5411\u57fa\u7840\u6a21\u578b\u9884\u6d4b\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u662f\u6700\u6210\u719f\u7684\u9009\u62e9\u3002\u8be5\u9884\u8bad\u7ec3 Transformer \u6a21\u578b\u7cfb\u5217\u57fa\u4e8e T5 \u67b6\u6784\uff0c\u901a\u8fc7\u7f29\u653e\u548c\u91cf\u5316\u5bf9\u65f6\u95f4\u5e8f\u5217\u503c\u8fdb\u884c\u6807\u8bb0 &#8211; \u5c06\u9884\u6d4b\u89c6\u4e3a\u8bed\u8a00\u5efa\u6a21\u4efb\u52a1\u3002 2025 \u5e74 10 \u6708\u7248\u672c\u6269\u5c55\u4e86\u652f\u6301\u5355\u53d8\u91cf\u3001\u591a\u53d8\u91cf\u548c\u534f\u53d8\u91cf\u9884\u6d4b\u7684\u529f\u80fd\u3002 \u8be5\u6a21\u578b\u63d0\u4f9b\u6700\u5148\u8fdb\u7684\u96f6\u6837\u672c\u9884\u6d4b\uff0c\u59cb\u7ec8\u4f18\u4e8e\u5f00\u7bb1\u5373\u7528\u7684\u8c03\u6574\u7edf\u8ba1\u6a21\u578b\uff0c\u5728\u5355\u4e2a GPU \u4e0a\u6bcf\u79d2\u5904\u7406 300 \u591a\u4e2a\u9884\u6d4b\u3002\u62e5\u6709\u6570\u767e\u4e07\u6b21\u4e0b\u8f7d \u62b1\u8138 \u4ee5\u53ca\u4e0e AWS \u5de5\u5177\u7684\u672c\u673a\u96c6\u6210\uff0c\u4f8b\u5982 \u8d24\u8005\u521b\u5ba2 \u548c \u81ea\u52a8\u80f6\u5b50\uff0cChronos-2 \u62e5\u6709\u57fa\u7840\u6a21\u578b\u4e2d\u6700\u5f3a\u5927\u7684\u6587\u6863\u548c\u793e\u533a\u652f\u6301\u3002\u8be5\u67b6\u6784\u6709\u4e94\u79cd\u89c4\u6a21\uff0c\u53c2\u6570\u8303\u56f4\u4ece 900 \u4e07\u5230 7.1 \u4ebf\u4e0d\u7b49\uff0c\u56e0\u6b64\u56e2\u961f\u53ef\u4ee5\u5728\u6027\u80fd\u4e0e\u8ba1\u7b97\u9650\u5236\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u67e5\u770b\u5b9e\u65bd\u60c5\u51b5 GitHub\uff0c\u56de\u987e\u4e00\u4e0b\u6280\u672f\u65b9\u6cd5 \u7814\u7a76\u8bba\u6587\uff0c\u6216\u8005\u4ece Hugging Face \u4e2d\u83b7\u53d6\u9884\u8bad\u7ec3\u6a21\u578b\u3002 2. 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