{"id":3956,"date":"2026-03-01T20:09:00","date_gmt":"2026-03-01T12:09:00","guid":{"rendered":"https:\/\/ai.ziyuanzz.online\/?page_id=3956"},"modified":"2026-03-28T11:07:28","modified_gmt":"2026-03-28T03:07:28","slug":"gemma","status":"publish","type":"page","link":"https:\/\/ai.ziyuanzz.online\/index.php\/gemma\/","title":{"rendered":"Gemma"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"500\" src=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-184.png\" alt=\"\" class=\"wp-image-3957\" style=\"width:230px\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-184.png 600w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-184-300x250.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Gemma<\/h2>\n\n\n\n<p>\u8c37\u6b4c\u63a8\u51fa\u7684\u65b0\u4e00\u4ee3\u8f7b\u91cf\u7ea7\u5f00\u653e\u6a21\u578b<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ai.google.dev\/gemma?hl=zh-cn\" target=\"_blank\" rel=\"nofollow noopener\">\u8bbf\u95ee\u5b98\u7f51 ><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"240\" src=\"http:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1.png\" alt=\"\" class=\"wp-image-34\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1.png 2400w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-300x30.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-1024x102.png 1024w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-768x77.png 768w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-1536x154.png 1536w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-2048x205.png 2048w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u662f\u4ec0\u4e48<\/h2>\n\n\n\n<p>Gemma\u662f\u7531\u8c37\u6b4cDeepMind\u548c\u8c37\u6b4c\u7684\u5176\u4ed6\u56e2\u961f\u5f00\u53d1\u7684\u4e00\u7cfb\u5217\u8f7b\u91cf\u7ea7\u3001\u5148\u8fdb\u7684\u5f00\u653eAI\u6a21\u578b\uff0c\u57fa\u4e8e\u4e0eGemini\u6a21\u578b\u76f8\u540c\u7684\u6280\u672f\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u6784\u5efa\u8d1f\u8d23\u4efb\u7684AI\u5e94\u7528\u3002Gemma\u6a21\u578b\u7cfb\u5217\u5305\u62ec\u4e24\u79cd\u6743\u91cd\u89c4\u6a21\u7684\u6a21\u578b\uff1aGemma 2B \u548c Gemma 7B\uff0c\u63d0\u4f9b\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u7248\u672c\uff0c\u652f\u6301\u591a\u79cd\u6846\u67b6\uff0c\u5982JAX\u3001PyTorch\u548cTensorFlow\uff0c\u4ee5\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u9ad8\u6548\u8fd0\u884c\u30026\u670828\u65e5\uff0c\u7b2c\u4e8c\u4ee3\u6a21\u578b<a href=\"https:\/\/ai-bot.cn\/gemma-2\/\" target=\"_blank\" rel=\"nofollow noopener\">Gemma 2<\/a>\u5df2\u53d1\u5e03\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"424\" src=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-120.png\" alt=\"\" class=\"wp-image-3958\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-120.png 800w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-120-300x159.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-120-768x407.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u5b98\u65b9\u5165\u53e3<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gemma\u7684\u5b98\u7f51\u4e3b\u9875\uff1a<a href=\"https:\/\/ai.google.dev\/gemma?hl=zh-cn\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/ai.google.dev\/gemma?hl=zh-cn<\/a><\/li>\n\n\n\n<li>Gemma\u7684Hugging Face\u6a21\u578b\uff1a<a href=\"https:\/\/huggingface.co\/models?search=google\/gemma\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/huggingface.co\/models?search=google\/gemma<\/a><\/li>\n\n\n\n<li>Gemma\u7684Kaggle\u6a21\u578b\u5730\u5740\uff1a<a href=\"https:\/\/www.kaggle.com\/models\/google\/gemma\/code\/\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/www.kaggle.com\/models\/google\/gemma\/code\/<\/a><\/li>\n\n\n\n<li>Gemma\u7684\u6280\u672f\u62a5\u544a\uff1a<a href=\"https:\/\/storage.googleapis.com\/deepmind-media\/gemma\/gemma-report.pdf\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/storage.googleapis.com\/deepmind-media\/gemma\/gemma-report.pdf<\/a><\/li>\n\n\n\n<li>\u5b98\u65b9PyTorch\u5b9e\u73b0GitHub\u4ee3\u7801\u5e93\uff1a<a href=\"https:\/\/github.com\/google\/gemma_pytorch\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/github.com\/google\/gemma_pytorch<\/a><\/li>\n\n\n\n<li>Gemma\u7684Google Colab\u8fd0\u884c\u5730\u5740\uff1a<a href=\"https:\/\/colab.research.google.com\/github\/google\/generative-ai-docs\/blob\/main\/site\/en\/gemma\/docs\/lora_tuning.ipynb\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/colab.research.google.com\/github\/google\/generative-ai-docs\/blob\/main\/site\/en\/gemma\/docs\/lora_tuning.ipynb<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u4e3b\u8981\u7279\u6027<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8f7b\u91cf\u7ea7\u67b6\u6784<\/strong>\uff1aGemma\u6a21\u578b\u8bbe\u8ba1\u4e3a\u8f7b\u91cf\u7ea7\uff0c\u4fbf\u4e8e\u5728\u591a\u79cd\u8ba1\u7b97\u73af\u5883\u4e2d\u8fd0\u884c\uff0c\u5305\u62ec\u4e2a\u4eba\u7535\u8111\u548c\u5de5\u4f5c\u7ad9\u3002<\/li>\n\n\n\n<li><strong>\u5f00\u653e\u6a21\u578b<\/strong>\uff1aGemma\u6a21\u578b\u7684\u6743\u91cd\u662f\u5f00\u653e\u7684\uff0c\u5141\u8bb8\u7528\u6237\u5728\u9075\u5b88\u8bb8\u53ef\u534f\u8bae\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u5546\u4e1a\u4f7f\u7528\u548c\u5206\u53d1\u3002<\/li>\n\n\n\n<li><strong>\u9884\u8bad\u7ec3\u4e0e\u6307\u4ee4\u5fae\u8c03<\/strong>\uff1a\u63d0\u4f9b\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u7ecf\u8fc7\u6307\u4ee4\u5fae\u8c03\u7684\u7248\u672c\uff0c\u540e\u8005\u901a\u8fc7\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u6765\u786e\u4fdd\u6a21\u578b\u884c\u4e3a\u7684\u8d1f\u8d23\u4efb\u6027\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6846\u67b6\u652f\u6301<\/strong>\uff1aGemma\u652f\u6301JAX\u3001PyTorch\u548cTensorFlow\u7b49\u4e3b\u8981AI\u6846\u67b6\uff0c\u901a\u8fc7Keras 3.0\u63d0\u4f9b\u5de5\u5177\u94fe\uff0c\u7b80\u5316\u4e86\u63a8\u7406\u548c\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u8fc7\u7a0b\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u6027\u4e0e\u53ef\u9760\u6027<\/strong>\uff1a\u5728\u8bbe\u8ba1\u65f6\uff0cGemma\u9075\u5faaGoogle\u7684AI\u539f\u5219\uff0c\u4f7f\u7528\u81ea\u52a8\u5316\u6280\u672f\u8fc7\u6ee4\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u654f\u611f\u4fe1\u606f\uff0c\u5e76\u8fdb\u884c\u4e86\u4e00\u7cfb\u5217\u5b89\u5168\u8bc4\u4f30\uff0c\u5305\u62ec\u7ea2\u961f\u6d4b\u8bd5\u548c\u5bf9\u6297\u6027\u6d4b\u8bd5\u3002<\/li>\n\n\n\n<li><strong>\u6027\u80fd\u4f18\u5316<\/strong>\uff1aGemma\u6a21\u578b\u9488\u5bf9NVIDIA GPU\u548cGoogle Cloud TPUs\u7b49\u786c\u4ef6\u5e73\u53f0\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u786e\u4fdd\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u90fd\u80fd\u5b9e\u73b0\u9ad8\u6027\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u793e\u533a\u652f\u6301<\/strong>\uff1aGoogle\u63d0\u4f9b\u4e86Kaggle\u3001Colab\u7b49\u5e73\u53f0\u7684\u514d\u8d39\u8d44\u6e90\uff0c\u4ee5\u53caGoogle Cloud\u7684\u79ef\u5206\uff0c\u9f13\u52b1\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u5229\u7528Gemma\u8fdb\u884c\u521b\u65b0\u548c\u7814\u7a76\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u5e73\u53f0\u517c\u5bb9\u6027<\/strong>\uff1aGemma\u6a21\u578b\u53ef\u4ee5\u5728\u591a\u79cd\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u5305\u62ec\u7b14\u8bb0\u672c\u7535\u8111\u3001\u53f0\u5f0f\u673a\u3001\u7269\u8054\u7f51\u8bbe\u5907\u548c\u4e91\u7aef\uff0c\u652f\u6301\u5e7f\u6cdb\u7684AI\u529f\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u8d1f\u8d23\u4efb\u7684AI\u5de5\u5177\u5305<\/strong>\uff1aGoogle\u8fd8\u53d1\u5e03\u4e86Responsible Generative AI Toolkit\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u5b89\u5168\u548c\u8d1f\u8d23\u4efb\u7684AI\u5e94\u7528\uff0c\u5305\u62ec\u5b89\u5168\u5206\u7c7b\u5668\u3001\u8c03\u8bd5\u5de5\u5177\u548c\u5e94\u7528\u6307\u5357\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"435\" src=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-121.png\" alt=\"\" class=\"wp-image-3959\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-121.png 800w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-121-300x163.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-121-768x418.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u6280\u672f\u8981\u70b9<\/h2>\n\n\n\n<ul 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