{"id":1736,"date":"2024-05-27T03:37:00","date_gmt":"2024-05-27T03:37:00","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1736"},"modified":"2024-05-27T03:37:46","modified_gmt":"2024-05-27T03:37:46","slug":"guge-gemmayigeqingliangjikaiyuanmoxing","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/guge-gemmayigeqingliangjikaiyuanmoxing.html","title":{"rendered":"\u8c37\u6b4c Gemma\uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u5f00\u6e90\u6a21\u578b"},"content":{"rendered":"<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/907d360771bf1398883afa5602944458.png\" alt=\"\u672a\u6807\u9898-2.jpg\" \/><\/figure>\n<\/p>\n<p>\u5728\u8fc7\u53bb\u7684\u4e00\u5468\uff0c\u4e16\u754c\u89c1\u8bc1\u4e86\u4e24\u5bb6\u79d1\u6280\u5de8\u5934\u6700\u5177\u7a81\u7834\u6027\u7684\u4eba\u5de5\u667a\u80fd\u8fdb\u6b65\u3002OpenAI \u63a8\u51fa\u4e86\u4ee4\u4eba\u60ca\u53f9\u7684 AI \u89c6\u9891\u751f\u6210\u5668 Sora\uff0c\u800c Google \u63a8\u51fa\u4e86 <code>Gemini 1.5<\/code> \u6a21\u578b\uff0c\u80fd\u591f\u652f\u6301\u591a\u8fbe 100 \u4e07\u4e2a Token \u4e0a\u4e0b\u6587\u3002<\/p>\n<p>Gemma\uff0c\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u3001\u6700\u5148\u8fdb\u7684\u5f00\u6e90\u6a21\u578b\u7cfb\u5217\uff0c\u5b83\u5efa\u7acb\u5728\u7528\u4e8e\u521b\u5efa Gemini \u6a21\u578b\u7684\u7814\u7a76\u548c\u6280\u672f\u7684\u57fa\u7840\u4e0a\u3002<\/p>\n<h3 data-id=\"heading-0\">\u4ec0\u4e48\u662fGemma<\/h3>\n<p>Gemma \u662f\u4ee5\u62c9\u4e01\u8bed gemma \u547d\u540d\uff0c\u610f\u601d\u662f<strong>\u5b9d\u77f3<\/strong> \uff0cGemma \u4ece\u5176\u524d\u8eab Gemini \u4e2d\u6c72\u53d6\u7075\u611f\uff0c\u53cd\u6620\u4e86\u5b83\u5728\u79d1\u6280\u754c\u7684\u4ef7\u503c\u548c\u7a00\u6709\u6027\u3002<\/p>\n<p>\u5b83\u4eec\u662f\u6587\u672c\u5230\u6587\u672c\u3001\u4ec5\u9650\u89e3\u7801\u5668\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u63d0\u4f9b\u82f1\u8bed\u7248\u672c\uff0c\u5177\u6709\u5f00\u653e\u6743\u91cd\u3001\u9884\u8bad\u7ec3\u53d8\u4f53\u548c\u6307\u4ee4\u8c03\u6574\u53d8\u4f53\u3002<\/p>\n<p>Gemma \u5df2\u7ecf\u5f00\u59cb\u5728\u5168\u7403\u8303\u56f4\u5185\u63d0\u4f9b\u4e24\u79cd\u5927\u5c0f <code>2B<\/code> \u548c <code>7B<\/code>\uff0c\u652f\u6301\u591a\u79cd\u5de5\u5177\u548c\u7cfb\u7edf\uff0c\u5e76\u53ef\u4ee5\u5728\u5f00\u53d1\u4eba\u5458\u7b14\u8bb0\u672c\u7535\u8111\u548c\u5de5\u4f5c\u7ad9\u4e0a\u8fd0\u884c\u3002<\/p>\n<h4 data-id=\"heading-1\">2 \u79cd\u6a21\u578b\u5927\u5c0f\u548c\u529f\u80fd<\/h4>\n<p>Gemma \u6a21\u578b\u6709 <code>20 billion<\/code> \u548c <code>70 billion<\/code> \u53c2\u6570\u5927\u5c0f\u53ef\u4f9b\u9009\u62e9\u3002 2B \u6a21\u578b\u65e8\u5728\u79fb\u52a8\u8bbe\u5907\u548c\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u8fd0\u884c\uff0c\u800c 7B \u6a21\u578b\u65e8\u5728\u53f0\u5f0f\u8ba1\u7b97\u673a\u548c\u5c0f\u578b\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\u3002<\/p>\n<h4 data-id=\"heading-2\">\u8c03\u6574\u6a21\u578b<\/h4>\n<p>Gemma \u4e5f\u6709\u4e24\u4e2a\u7248\u672c\uff1a\u8c03\u6574\u7248\u548c\u9884\u8bad\u7ec3\u7248\u3002<\/p>\n<ul>\n<li><strong>\u9884\u8bad\u7ec3<\/strong>\uff1a\u6ca1\u6709\u4efb\u4f55\u5fae\u8c03\u7684\u57fa\u672c\u6a21\u578b\u3002\u8be5\u6a21\u578b\u672a\u9488\u5bf9 Gemma \u6838\u5fc3\u6570\u636e\u8bad\u7ec3\u96c6\u4e4b\u5916\u7684\u4efb\u4f55\u7279\u5b9a\u4efb\u52a1\u6216\u6307\u4ee4\u8fdb\u884c\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u6307\u4ee4\u8c03\u6574<\/strong>\uff1a\u9488\u5bf9\u4eba\u7c7b\u8bed\u8a00\u4ea4\u4e92\u8fdb\u884c\u4e86\u5fae\u8c03\uff0c\u63d0\u9ad8\u4e86\u5176\u6267\u884c\u76ee\u6807\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/li>\n<\/ul>\n<h4 data-id=\"heading-3\">\u4e0e\u7ade\u4e89\u5bf9\u624b\u76f8\u6bd4\uff1f<\/h4>\n<p>\u7531\u4e8e Gemma \u4f53\u79ef\u5c0f\uff0c\u56e0\u6b64\u80fd\u591f\u76f4\u63a5\u5728\u7528\u6237\u7684\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u8fd0\u884c\u3002\u4e0b\u56fe\u663e\u793a\u4e86 Gemma\uff087B\uff09\u7684\u8bed\u8a00\u7406\u89e3\u548c\u751f\u6210\u6027\u80fd\u4e0e LLaMA 2 \uff087B\uff09\u3001LLaMA 2\uff0813B\uff09 \u548c Mistral\uff087B\uff09\u7b49\u7c7b\u4f3c\u5927\u5c0f\u7684\u5f00\u653e\u6a21\u578b\u7684\u6bd4\u8f83\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/cca18bcb2ed63957f4c11fcfc09e9ba5.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u53ef\u4ee5\u5728<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fai.google.dev%2Fgemma%3Futm_source%3Dkeyword%26utm_medium%3Dreferral%26utm_campaign%3Dgemma_cta%26utm_content\" target=\"_blank\" title=\"https:\/\/ai.google.dev\/gemma?utm_source=keyword&amp;utm_medium=referral&amp;utm_campaign=gemma_cta&amp;utm_content\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u6b64\u5904<\/a>\u67e5\u770b\u6bcf\u4e2a\u57fa\u51c6\u7684\u66f4\u8be6\u7ec6\u6bd4\u8f83\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/3202752145b629d57013da197e071069.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h3 data-id=\"heading-4\">Gemini 1.5 \u6709\u4ec0\u4e48\u65b0\u529f\u80fd\uff1f<\/h3>\n<p><code>Gemini 1.5<\/code> \u63d0\u4f9b\u4e86\u91cd\u5927\u589e\u5f3a\u529f\u80fd\uff0c\u65e8\u5728\u89e3\u51b3\u521d\u59cb\u7248\u672c\u7684\u7f3a\u70b9\uff1a<\/p>\n<ul>\n<li><code>1,000,000<\/code> \u4e2aToken\u4e0a\u4e0b\u6587\uff1a\u8fd9\u662f\u76ee\u524d\u4efb\u4f55\u5927\u578b\u57fa\u7840\u6a21\u578b\u4e2d\u6700\u5927\u7684\u4e0a\u4e0b\u6587\u3002 OpenAI \u7684 GPT-4 \u5177\u6709 <code>128K<\/code> \u4e0a\u4e0b\u6587\u3002<\/li>\n<li>\u5c06\u6709\u66f4\u5feb\u7684\u54cd\u5e94\uff1a\u8c37\u6b4c\u6b63\u5728\u91c7\u7528\u53ef\u80fd\u4e3a GPT-4 \u63d0\u4f9b\u652f\u6301\u7684\u4e13\u5bb6\u6df7\u5408 MoE \u67b6\u6784\uff0c\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5c06\u63d0\u793a\u5206\u89e3\u4e3a\u5b50\u4efb\u52a1\u5e76\u5c06\u5176\u8def\u7531\u7ed9\u4e13\u95e8\u7684\u201c\u4e13\u5bb6\u201d\uff0c\u4ece\u800c\u663e\u7740\u63d0\u9ad8\u6548\u7387\u548c\u6027\u80fd\u3002<\/li>\n<li>\u5feb\u901f\u4fe1\u606f\u68c0\u7d22\uff1a\u65b0\u6a21\u578b\u5c55\u793a\u4e86\u5728\u5927\u91cf\u6587\u672c\u3001\u89c6\u9891\u6216\u97f3\u9891\u6570\u636e\u4e2d\u7cbe\u786e\u5b9a\u4f4d\u7279\u5b9a\u7ec6\u8282\u7684\u80fd\u529b\u663e\u7740\u63d0\u9ad8\u3002<\/li>\n<li>\u66f4\u64c5\u957f\u7f16\u7801\uff1a\u5927\u578b\u4e0a\u4e0b\u6587\u53ef\u4ee5\u5bf9\u6574\u4e2a\u4ee3\u7801\u5e93\u8fdb\u884c\u6df1\u5165\u5206\u6790\uff0c\u5e2e\u52a9 Gemini \u6a21\u578b\u638c\u63e1\u590d\u6742\u7684\u5173\u7cfb\u3001\u6a21\u5f0f\u548c\u5bf9\u4ee3\u7801\u7684\u7406\u89e3\u3002<\/li>\n<\/ul>\n<h3 data-id=\"heading-5\">\u53ef\u4ee5\u7528\u6765\u505a\u4ec0\u4e48\uff1f<\/h3>\n<p>\u4ee5\u4e0b\u662f Gemma \u7684\u4e00\u4e9b\u53ef\u80fd\u7684\u4f7f\u7528\u573a\u666f\uff1a<\/p>\n<h4 data-id=\"heading-6\">\u5185\u5bb9\u521b\u4f5c\u4e0e\u4f20\u64ad<\/h4>\n<ul>\n<li>\u6587\u672c\u751f\u6210<\/li>\n<li>\u804a\u5929\u673a\u5668\u4eba\u548c\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd<\/li>\n<li>\u6587\u672c\u6458\u8981<\/li>\n<\/ul>\n<h4 data-id=\"heading-7\">\u7814\u7a76\u4e0e\u6559\u80b2<\/h4>\n<ul>\n<li>\u81ea\u7136\u8bed\u8a00\u5904\u7406 \uff08NLP\uff09\u7814\u7a76\uff1a\u4f5c\u4e3a NLP \u7814\u7a76\u7684\u57fa\u7840\uff0c\u8bd5\u9a8c\u6280\u672f\u3001\u5f00\u53d1\u7b97\u6cd5\u5e76\u4e3a\u8be5\u9886\u57df\u7684\u8fdb\u6b65\u505a\u51fa\u8d21\u732e\u3002<\/li>\n<li>\u8bed\u8a00\u5b66\u4e60\u5de5\u5177\uff1a\u652f\u6301\u4ea4\u4e92\u5f0f\u8bed\u8a00\u5b66\u4e60\u4f53\u9a8c\u3001\u5e2e\u52a9\u8bed\u6cd5\u7ea0\u6b63\u6216\u63d0\u4f9b\u5199\u4f5c\u7ec3\u4e60\u3002<\/li>\n<li>\u77e5\u8bc6\u63a2\u7d22\uff1a\u901a\u8fc7\u751f\u6210\u6458\u8981\u6216\u56de\u7b54\u6709\u5173\u7279\u5b9a\u4e3b\u9898\u7684\u95ee\u9898\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u63a2\u7d22\u5927\u91cf\u6587\u672c\u3002<\/li>\n<\/ul>\n<p>\u4ee5\u524d\u9700\u8981\u975e\u5e38\u5927\u7684\u6a21\u578b\u7684\u4efb\u52a1\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528\u6700\u5148\u8fdb\u7684\u3001\u66f4\u5c0f\u7684\u6a21\u578b\u3002\u8fd9\u5f00\u542f\u4e86\u5f00\u53d1 AI \u5e94\u7528\u7a0b\u5e8f\u7684\u5168\u65b0\u65b9\u5f0f\uff0c\u5f88\u5feb\u5c31\u53ef\u4ee5\u5728\u667a\u80fd\u624b\u673a\u4e0a\u770b\u5230\u8bbe\u5907\u5185\u7684 AI \u804a\u5929\u673a\u5668\u4eba\u2014\u2014\u4e0d\u9700\u8981\u4e92\u8054\u7f51\u8fde\u63a5\u3002<\/p>\n<h3 data-id=\"heading-8\">\u5c1d\u8bd5\u5f00\u59cb<\/h3>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/a812e8f5fd2e0d967ce62fe58a699667.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>Gemma \u6a21\u578b\u53ef\u4ee5\u4ece <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.kaggle.com%2Fmodels%2Fgoogle%2Fgemma\" target=\"_blank\" title=\"https:\/\/www.kaggle.com\/models\/google\/gemma\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Kaggle Models<\/a> \u4e0b\u8f7d\u8fd0\u884c\u3002<\/p>\n<p>\u8fdb\u5165\u9875\u9762\u540e\uff0c\u9009\u62e9 Code \u6807\u7b7e\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ff2a77bb30aba3ee745d45dc602cbec9.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u968f\u4fbf\u9009\u62e9\u4e00\u4e2a\u70b9\u51fb\u8fdb\u53bb\uff0c\u8fd9\u91cc\u9009\u62e9\u7b2c\u4e00\u4e2a\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/19a2dc888558d408c5876f8f25847e52.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u9009\u62e9 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcolab.research.google.com%2Fgithub%2Fgoogle%2Fgenerative-ai-docs%2Fblob%2Fmain%2Fsite%2Fen%2Fgemma%2Fdocs%2Flora_tuning.ipynb%23scrollTo%3Dvz5zLEyLstfn\" target=\"_blank\" title=\"https:\/\/colab.research.google.com\/github\/google\/generative-ai-docs\/blob\/main\/site\/en\/gemma\/docs\/lora_tuning.ipynb#scrollTo=vz5zLEyLstfn\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Run in Google Colab<\/a>\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/1c22b92e6fb6d19da901acbfe1ac59a4.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/51ee1d04c295a6b392e7d9c153f0b269.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h3 data-id=\"heading-9\">\u603b\u7ed3<\/h3>\n<p>\u867d\u7136 Gemma \u6a21\u578b\u53ef\u80fd\u5f88\u5c0f\u5e76\u4e14\u7f3a\u4e4f\u590d\u6742\u6027\uff0c\u4f46\u5b83\u4eec\u53ef\u4ee5\u5728\u901f\u5ea6\u548c\u4f7f\u7528\u6210\u672c\u65b9\u9762\u5f25\u8865\u8fd9\u4e00\u70b9\u3002<\/p>\n<p>\u4ece\u66f4\u5927\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u8c37\u6b4c\u4e0d\u662f\u8ffd\u9010\u6d88\u8d39\u8005\u773c\u524d\u7684\u5174\u594b\uff0c\u800c\u662f\u4e3a\u4f01\u4e1a\u57f9\u80b2\u5e02\u573a\u3002\u8bbe\u60f3\u4e00\u4e0b\uff0c\u5f53\u5f00\u53d1\u4eba\u5458\u4f7f\u7528 Gemma \u521b\u5efa\u521b\u65b0\u7684\u65b0\u6d88\u8d39\u8005\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u516c\u53f8\u4f1a\u4e3a Google Cloud \u670d\u52a1\u4ed8\u8d39\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>OpenAI \u63a8\u51fa\u4e86\u4ee4\u4eba\u60ca\u53f9\u7684 AI \u89c6\u9891\u751f\u6210\u5668 Sora\uff0c\u800c Google \u63a8\u51fa\u4e86 Gemini 1.5 \u6a21\u578b\uff0c\u80fd\u591f\u652f\u6301\u591a\u8fbe 100 \u4e07\u4e2a Token \u4e0a\u4e0b\u6587\u3002<\/p>\n","protected":false},"author":1,"featured_media":11527,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"5","footnotes":""},"categories":[3],"tags":[127,128,129,136,126],"collection":[],"class_list":["post-1736","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-ai","tag-128","tag-129","tag-136","tag-gpt"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1736"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1736\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/11527"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1736"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}