{"id":6352,"date":"2024-04-25T19:52:13","date_gmt":"2024-04-25T11:52:13","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=6352"},"modified":"2024-12-13T21:02:16","modified_gmt":"2024-12-13T13:02:16","slug":"slm%e6%98%af%e4%bb%80%e9%ba%bc%ef%bc%9f%e5%be%ae%e8%bb%9fphi-3%e5%b0%8f%e6%a8%a1%e5%9e%8b%e9%9d%88%e6%84%9f%e4%be%86%e8%87%aa%e3%80%8c%e5%a5%b3%e5%85%92%e7%9a%84%e7%9d%a1%e5%89%8d%e6%95%85%e4%ba%8b","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=6352","title":{"rendered":"SLM\u662f\u4ec0\u9ebc\uff1f\u5fae\u8edfPhi-3\u5c0f\u6a21\u578b\u9748\u611f\u4f86\u81ea\u300c\u5973\u5152\u7684\u7761\u524d\u6545\u4e8b\u300d\uff01\u6bd4LLM\u66f4\u5feb\u66f4\u5e73\u50f9"},"content":{"rendered":"\n

2024-04-25 | \u5468\u80b2\u4fe1<\/p>\n\n\n\n

\u5fae\u8edf\uff08Microsoft\uff09\u8fd1\u671f\u767c\u8868SLM\uff08\u5c0f\u578b\u8a9e\u8a00\u6a21\u578b\uff09\u300cPhi-3\u300d\u7cfb\u5217\uff0c\u5f15\u8d77\u71b1\u70c8\u8a0e\u8ad6\uff01\u5fae\u8edf\u6307\u51fa\uff0c\u5c0d\u6bd4\u5176\u4ed6\u6a21\u578b\uff0c\u4ed6\u5011\u76f8\u4fe1Phi-3\u662f\u6548\u80fd\u6700\u597d\u4f46\u6210\u672c\u6700\u5212\u7b97\u7684\u6a21\u578b\uff0c\u7279\u5225\u7684\u662f\uff0c\u5fae\u8edf\u5b98\u65b9\u4e5f\u66dd\u5149\u7814\u7a76\u54e1\u9806\u5229\u7814\u767c\u51faPhi-3\u7684\u9748\u611f\u4f86\u6e90\u548c\u300c\u5973\u5152\u7684\u7761\u524d\u6545\u4e8b\u300d\u6709\u95dc\uff01\u7a76\u7adfSLM\u548cLLM\u6709\u4f55\u5dee\u7570\uff1f\u672c\u6587\u5e36\u60a8\u6df1\u5165\u4e86\u89e3\uff01<\/p>\n\n\n\n

Phi-3\u7cfb\u5217\u5171\u6709\u54ea\u4e9b\u6a21\u578b\uff1f<\/h2>\n\n\n\n

\u5fae\u8edf\u5167\u90e8AI\u9996\u5e2d\u7522\u54c1\u7d93\u7406Sonali Yadav\u6307\u51fa\uff0cPhi-3\u7cfb\u5217\u4e26\u975e\u55ae\u7d14\u5c07LLM\u9032\u884c\u898f\u6a21\u8f49\u5316\u3001\u8b8a\u6210SLM\uff0c\u800c\u61c9\u8a72\u5b9a\u7fa9\u70ba\u5f9e\u300c\u55ae\u4e00\u985e\u300d\u6a21\u578b\u8f49\u70ba\u300c\u7cfb\u5217\u5316\u300d\u6a21\u578b<\/strong>\uff0c\u5982\u6b64\u5ba2\u6236\u53ef\u4ee5\u5728\u6574\u500b\u5c0f\u6a21\u578b\u7cfb\u5217\u7d44\u5408\u4e2d\u627e\u51fa\u6700\u7b26\u5408\u9700\u6c42\u7528\u9014\u7684\u5176\u4e2d\u4e00\u500b\u3002<\/p>\n\n\n\n

Phi-3\u7cfb\u5217\u7387\u5148\u63a8\u51fa\u7684\u6a21\u578b\u662f\u300cPhi-3-mini\u300d\uff0c\u5176\u4e2d\u5305\u542b38\u5104\u500b\u53c3\u6578\uff0c\u73fe\u5728\u5df2\u5217\u5165Azure AI \u6a21\u578b\u76ee\u9304\u3001Hugging Face\u3001Ollama\uff0c\u4e5f\u5728\u8f1d\u9054\u300cNVIDIA NIM\u5fae\u670d\u52d9\u300d\u7684\u63d0\u4f9b\u9805\u76ee\u4e2d\u3002<\/p>\n\n\n\n

\u8a72\u7cfb\u5217\u4e2d\uff0c\u9084\u5305\u542b\u5176\u4ed6\u6a21\u578b\u300cPhi-3-small\u300d\u548c\u300c Phi-3-medium\u300d\uff0c\u524d\u8005\u5305\u542b70\u5104\u500b\u53c3\u6578\uff0c\u5f8c\u8005\u5305\u542b140\u5104\u500b\u53c3\u6578\uff0c\u5c07\u9678\u7e8c\u63a8\u51fa\u3002<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n\n

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Phi-3\u7cfb\u5217\u7684\u9748\u611f\u4f86\u6e90\u662f\u4ec0\u9ebc\uff1f<\/h2>\n\n\n\n

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\u56e0\u6b64Ronen Eldan\u5f8c\u4f86\u4fbf\u548c\u5718\u968a\u6210\u54e1\u5148\u53d6\u5f97\u5927\u91cf\u7cbe\u6e96\u7684\u6578\u64da\uff0c\u7d93\u904e\u4e00\u7cfb\u5217\u63d0\u793a\u3001\u4eba\u5de5\u8207LLM\u56b4\u5bc6\u5be9\u67e5\u5f8c\uff0c\u518d\u5275\u5efa\u51fa\u300cCodeTextbook\u300d\u6578\u64da\u96c6\uff0c\u4ee5\u4f5c\u70baPhi-3\u7cfb\u5217\u7684\u57fa\u790e\u3002<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n\n

Phi-3\u7cfb\u5217\u6a21\u578b\u8207\u5176\u4ed6\u76f8\u4f3c\u898f\u6a21\u7684\u57fa\u6e96\u6e2c\u8a66\u6210\u6548\u8868\u3002\uff08\u5716\uff0f\u5fae\u8edf\u5b98\u7db2\uff09<\/p>\n\n\n\n

\u8a71\u8aaa\u56de\u4f86\uff0cSLM\u5230\u5e95\u662f\u4ec0\u9ebc\uff1f\u76f8\u8f03LLM\uff0c\u5177\u6709\u4ec0\u9ebc\u7279\u9ede\uff1f<\/h2>\n\n\n\n

SLMs\u662f\u5efa\u7acb\u65bc\u66f4\u70ba\u7c21\u55ae\u7684\u795e\u7d93\u7db2\u8def\u67b6\u69cb\u4e4b\u4e0a\uff0c\u518d\u57fa\u65bc\u8f03\u77ed\u5e8f\u5217\u7684\u6578\u64da\u96c6\u9032\u884c\u63a8\u7406\u6216\u9810\u6e2c\u751f\u6210\uff0c\u975e\u5e38\u9069\u5408\u7528\u4f86\u9032\u884c\u6587\u672c\u751f\u6210\u3001\u5206\u985e\u5206\u6790\u548c\u7ffb\u8b6f\u7b49\u9805\u76ee\uff0c\u76f8\u8f03LLM\uff0c\u8a13\u7df4\u6210\u672c\u6d88\u8017\u66f4\u4f4e\uff0c\u4e5f\u66f4\u5bb9\u6613\u90e8\u7f72\u548c\u7dad\u8b77\u3002<\/p>\n\n\n\n

\u5118\u7ba1\u300c\u77e5\u8b58\u5ee3\u5ea6\u300d\u548c\u6578\u64da\u898f\u6a21\u4e0d\u5982LLM\uff0c\u4f46\u662f\u5728\u7279\u5b9a\u5c08\u696d\u9818\u57df\u4e2d\uff0c\u5176\u8868\u73fe\u6210\u6548\u548c\u80fd\u529b\u6975\u70ba\u512a\u7570\u3002<\/strong><\/p>\n\n\n\n

\u4ee5\u4e0b\u70baSLM\u76846\u5927\u512a\u9ede\u3002<\/strong><\/p>\n\n\n\n

\n

1. \u5c3a\u5bf8\u8f03\u5c0f\uff1aSLM\u7684\u53c3\u6578\u6578\u91cf\u8f03\u5c11\uff0c\u56e0\u6b64\u5728\u8a2d\u5099\u90e8\u7f72\u5c64\u9762\u66f4\u5bb9\u6613\uff0c\u4e0d\u9700\u8981\u5927\u91cf\u7684\u8a08\u7b97\u63a8\u7406\u8cc7\u6e90\u3002<\/p>\n\n\n\n

2. \u901f\u5ea6\u66f4\u5feb\uff1aSLM\u53ef\u4ee5\u63d0\u4f9b\u300c\u5ef6\u9072\u7387\u4f4e\u300d\u7684\u826f\u597dAI\u4f7f\u7528\u9ad4\u9a57\uff0c\u5c0d\u65bc\u6709\u6642\u9700\u8981\u300c\u5373\u6642\u505a\u51fa\u53cd\u61c9\u300d\u7684\u8feb\u5207\u60c5\u6cc1\u4e0b\uff0c\u6703\u6bd4LLM\u8868\u73fe\u5730\u66f4\u70ba\u512a\u79c0\u3002<\/p>\n\n\n\n

3. \u6c92\u7db2\u7d61\u4e5f\u53ef\u4ee5\uff1aSLM\u80fd\u5920\u5728\u96e2\u7dda\u72c0\u614b\u7e7c\u7e8c\u904b\u884c\uff0c\u9019\u5c0d\u65bc\u6c92\u9023\u63a5\u7db2\u7d61\u6216\u7db2\u7d61\u9023\u63a5\u4e0d\u7a69\u5b9a\u7684\u5834\u5408\u975e\u5e38\u91cd\u8981\u3002<\/p>\n\n\n\n

4. \u6709\u5229\u96b1\u79c1\u4fdd\u8b77\uff1aSLM\u7684\u6578\u64da\u4e0d\u9700\u50b3\u9001\u5230\u96f2\u7aef\uff0c\u9019\u6709\u52a9\u65bc\u4fdd\u8b77\u7528\u6236\u7684\u96b1\u79c1\u3002<\/p>\n\n\n\n

5. \u6210\u672c\u6548\u76ca\u4f73\uff1aSLM\u7684\u7dad\u904b\u8207\u8a13\u7df4\u6210\u672c\u901a\u5e38\u504f\u4f4e\uff0c\u4e0d\u9700\u8981\u5927\u898f\u6a21\u7684\u6210\u672c\uff0c\u9019\u5c0d\u65bc\u60f3\u5728\u6709\u9650\u9810\u7b97\u4f7f\u7528AI\u7684\u4f01\u696d\u6216\u5ba2\u6236\u4f86\u8aaa\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n\n\n\n

6. \u591a\u6a23\u6027\uff1aSLM\u53ef\u9069\u7528\u65bc\u4e0d\u540c\u61c9\u7528\u5834\u666f\u3001\u5404\u985e\u7522\u696d\uff0c\u4e26\u5354\u52a9\u9032\u884c\u7c21\u55ae\u7684\u554f\u984c\u56de\u7b54\u3001\u6458\u8981\u548c\u5167\u5bb9\u751f\u6210\u3002<\/p>\n<\/blockquote>\n\n\n\n

\u8cc7\u6599\u4f86\u6e90:https:\/\/www.storm.mg\/lifestyle\/5100638<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

2024-04-25 | \u5468\u80b2\u4fe1 \u5fae\u8edf\uff08Microsoft\uff09\u8fd1\u671f\u767c\u8868SLM\uff08\u5c0f\u578b\u8a9e\u8a00\u6a21\u578b\uff09\u300cPhi-3\u300d\u7cfb\u5217\uff0c\u5f15\u8d77\u71b1\u70c8\u8a0e\u8ad6\uff01\u5fae\u8edf\u6307\u51fa\uff0c\u5c0d\u6bd4\u5176\u4ed6\u6a21\u578b\uff0c\u4ed6\u5011\u76f8\u4fe1Phi-3\u662f\u6548\u80fd\u6700\u597d\u4f46\u6210…<\/p>\n","protected":false},"author":4,"featured_media":6353,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[579,4],"tags":[26,40],"class_list":["post-6352","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-579","category-industry-news","tag-ai","tag-40"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2024\/07\/20240425-014342_U29119_M949258_f467.jpg?fit=800%2C533&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/6352","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6352"}],"version-history":[{"count":2,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/6352\/revisions"}],"predecessor-version":[{"id":6409,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/6352\/revisions\/6409"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/6353"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6352"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6352"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}