{"id":9573,"date":"2025-07-14T17:30:29","date_gmt":"2025-07-14T09:30:29","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/9573.html"},"modified":"2025-07-14T17:30:29","modified_gmt":"2025-07-14T09:30:29","slug":"gemma","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/en\/sites\/9573.html","title":{"rendered":"Gemma"},"content":{"rendered":"<p><strong>Gemma\u662fGoogle\u6700\u65b0\u53d1\u5e03\u7684\u5f00\u6e90\u8f7b\u91cf\u7ea7AI\u6a21\u578b\u5bb6\u65cf\uff0c\u4e3b\u6253\u5f00\u653e\u6743\u91cd\u3001\u591a\u6a21\u6001\u80fd\u529b\u548c\u9ad8\u5ea6\u5b9a\u5236\u6027\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u7247\u7b49\u590d\u6742\u573a\u666f\uff0c\u9002\u5408\u5f00\u53d1\u8005\u3001\u7814\u7a76\u8005\u53ca\u4f01\u4e1a\u591a\u5e73\u53f0\u90e8\u7f72\u3002<\/strong> <br><strong>\u514d\u8d39\u83b7\u53d6\u6a21\u578b\uff0c\u7075\u6d3b\u672c\u5730\u6216\u4e91\u7aef\u4f7f\u7528\uff0c\u4f4e\u95e8\u69db\u63a8\u52a8AI\u521b\u65b0\u3002<\/strong><\/p>\n\n\n\n<p><strong>2025\u5e747\u6708\uff0cGoogle\u5ba3\u5e03\u5176\u6700\u65b0\u5f00\u653e<a href=\"https:\/\/aicats.wiki\/en\/2025\/06\/18\/2232.html\/\" title=\"What is DeepSeek? This article will give you a quick overview of the core functions and application scenarios of this AI model.\">AI\u6a21\u578b\u5e73\u53f0<\/a>Gemma\u6b63\u5f0f\u767b\u9646\u5f00\u53d1\u8005\u4e0e\u4f01\u4e1a\u5e02\u573a\u3002<\/strong> Gemma\uff08<a href=\"https:\/\/ai.google.dev\/gemma?hl=zh-cn\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u7f51\u5740\u70b9\u6b64<\/a>\uff09\u662fGoogle DeepMind\u8054\u5408\u591a\u90e8\u95e8\u503e\u529b\u6253\u9020\u7684\u8f7b\u91cf\u3001\u5f00\u653e\u3001\u667a\u80fd\u7684AI\u8bad\u7ec3\u6a21\u578b\u5de5\u5177\u5bb6\u65cf\uff0c<strong>\u81f4\u529b\u4e8e\u63a8\u52a8\u7814\u7a76\u521b\u65b0\u4e0e\u4e1a\u52a1\u843d\u5730\u3002<\/strong><\/p>\n\n\n\n<p>\u5728\u751f\u6210\u5f0fAI\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\u4e4b\u9645\uff0c<strong>Google\u4ee5Gemma\u4e3a\u6838\u5fc3\uff0c\u4e3a\u5e7f\u5927\u5f00\u53d1\u8005\u3001\u7814\u7a76\u8005\u3001\u4f01\u4e1a\u6253\u5f00\u4f4e\u95e8\u69db\u3001\u9ad8\u6269\u5c55\u6027\u7684\u65b0\u4e00\u4ee3AI\u5e94\u7528\u4e4b\u95e8\uff0c\u5728\u5f00\u653eAI\u751f\u6001\u3001\u6280\u672f\u5b89\u5168\u4e0e\u591a\u6a21\u6001\u80fd\u529b\u4e0a\u5904\u4e8e\u9886\u5148\u3002<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-248.jpg\" alt=\"gemma\u5b98\u65b9\u7f51\u7ad9\" class=\"wp-image-10309\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fgemma\u5b98\u65b9\u7f51\u7ad9<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<p><strong>Gemma\u4e3b\u6253\u5f00\u653e\u6743\u91cd\u3001\u9ad8\u5ea6\u5b9a\u5236\u4e0e\u591a\u6a21\u6001\u80fd\u529b\uff0c\u4e3aAI\u8bad\u7ec3\u6a21\u578b\u8d4b\u80fd\u591a\u5143\u573a\u666f\u3002<\/strong> Gemma\u5bb6\u65cf\u6a21\u578b\u4ee5\u751f\u6210\u5f0f\u8bed\u8a00\u80fd\u529b\u4e3a\u6838\u5fc3\uff0c\u652f\u6301\u6587\u672c\u548c\u56fe\u50cf\u8f93\u5165\uff0c\u80fd\u591f\u6db5\u76d6\u5bf9\u8bdd\u3001\u6458\u8981\u3001\u7406\u89e3\u3001\u7f16\u7801\u4e43\u81f3\u89c6\u89c9\u7b49\u591a\u91cd\u4efb\u52a1\uff0c\u6ee1\u8db3\u5f00\u53d1\u3001\u7814\u7a76\u4e0e\u4f01\u4e1a\u5e94\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Features<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6a21\u6001\u8f93\u5165\uff1a<\/strong>\u81eaGemma 3\u8d77\uff0c\u652f\u6301\u6587\u672c\u548c\u56fe\u7247\u540c\u65f6\u5904\u7406\uff0c\u5177\u5907\u89c6\u89c9\u8bed\u8a00\u80fd\u529b\uff0c\u5982\u56fe\u7247\u5185\u5bb9\u5206\u6790\u3001\u6587\u672c\u95ee\u7b54\u3001\u5bf9\u8c61\u8bc6\u522b\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\uff1a<\/strong>\u652f\u6301128K token\uff0c\u8f7b\u677e\u5904\u7406\u8d85\u957f\u6587\u6863\u6216\u6279\u91cf\u56fe\u7247\uff0c\u9002\u7528\u4e8e\u6cd5\u5f8b\u3001\u533b\u7597\u7b49\u5927\u6587\u672c\u573a\u666f\u3002<\/li>\n\n\n\n<li><strong>\u5f3a\u5927\u591a\u8bed\u8a00\u652f\u6301\uff1a<\/strong>\u539f\u751f\u652f\u6301140+\u79cd\u8bed\u8a00\uff0c\u5168\u7403\u5316AI\u5f00\u53d1\u65e0\u969c\u788d\u3002<\/li>\n\n\n\n<li><strong>\u7075\u6d3b\u6a21\u578b\u53c2\u6570\u53ca\u91cf\u5316\uff1a<\/strong>\u6db5\u76d61B\u30014B\u300112B\u300127B\u53c2\u6570\u89c4\u6a21\uff0c\u652f\u630132~4\u4f4d\u591a\u7ea7\u522b\u91cf\u5316\u3002<\/li>\n\n\n\n<li><strong>\u5f00\u653e\u6743\u91cd\u53ca\u81ea\u5b9a\u4e49\u8bad\u7ec3\uff1a<\/strong>\u6240\u6709\u6a21\u578b\u6743\u91cd\u5f00\u653e\uff0c\u652f\u6301\u4e8c\u6b21\u5fae\u8c03\u4e0e\u5b9a\u5236\uff0c\u9002\u914d\u4e13\u5c5e\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>\u51fd\u6570\u8c03\u7528\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\uff1a<\/strong>\u4fbf\u4e8e\u667a\u80fd\u5bf9\u8bdd\u3001\u81ea\u52a8\u5316\u4ee3\u7801\u7b49API\u6df1\u5ea6\u96c6\u6210\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u4e0e\u5ba1\u8ba1\uff1a<\/strong>\u5982ShieldGemma\u56fe\u7247\u5b89\u5168\u5206\u7c7b\u5668\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5408\u89c4\u6392\u67e5\u9ad8\u98ce\u9669\u5185\u5bb9\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-248-1.jpg\" alt=\"\u5b98\u7f51\u65b0\u95fb\" class=\"wp-image-10312\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u5b98\u7f51\u65b0\u95fb<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>model<\/th><th>\u53c2\u6570\u91cf<\/th><th>enter<\/th><th>Output<\/th><th>Recommended hardware<\/th><th>32\u4f4d\u663e\u5b58<\/th><th>8\u4f4d\u663e\u5b58<\/th><th>4\u4f4d\u663e\u5b58<\/th><\/tr><tr><td>Gemma 1B<\/td><td>10\u4ebf<\/td><td>text<\/td><td>text<\/td><td>\u624b\u673a\/\u7b14\u7535<\/td><td>4GB<\/td><td>1.1GB<\/td><td>892MB<\/td><\/tr><tr><td>Gemma 4B<\/td><td>40\u4ebf<\/td><td>Text\/Image<\/td><td>text<\/td><td>\u53f0\u673a\/\u8f7b\u670d\u52a1\u5668<\/td><td>16 GB<\/td><td>4.4GB<\/td><td>3.4GB<\/td><\/tr><tr><td>Gemma 12B<\/td><td>120\u4ebf<\/td><td>Text\/Image<\/td><td>text<\/td><td>\u9ad8\u7aef\u684c\u9762\/\u670d\u52a1\u5668<\/td><td>48GB<\/td><td>12.2GB<\/td><td>8.7GB<\/td><\/tr><tr><td>Gemma 27B<\/td><td>270\u4ebf<\/td><td>Text\/Image<\/td><td>text<\/td><td>\u670d\u52a1\u5668\u96c6\u7fa4<\/td><td>108GB<\/td><td>29.1GB<\/td><td>21GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/model_card_3\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8868\u683c\u53c2\u6570\u8be6\u60c5<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752435666.png\" alt=\"Gemma\u663e\u5b58\u9700\u6c42\u901f\u67e5\u8868\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">Photo\/<a title=\"\" href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/model_card_3\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma\u663e\u5b58\u9700\u6c42\u901f\u67e5\u8868<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u66f4\u591a\u6280\u672f\u7ec6\u8282\uff1a<\/strong> <a href=\"https:\/\/goo.gle\/Gemma3Report\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma 3\u6280\u672f\u62a5\u544a<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u6837\u5316\u6a21\u578b\u5bb6\u65cf<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Gemma Core\uff1a<\/strong>\uff081B\/4B\/12B\/27B\uff09\u6587\u672c\u548c\u89c6\u89c9\u751f\u6210\u3001\u63a8\u7406\u3001\u6458\u8981\u7b49\u591a\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>CodeGemma\uff1a<\/strong>\u4ee3\u7801\u751f\u6210\u3001\u81ea\u52a8\u8865\u5168\u3002<\/li>\n\n\n\n<li><strong>PaliGemma\uff1a<\/strong>\u56fe\u7247\u95ee\u7b54\u3001\u89c6\u89c9\u6458\u8981\u3002<\/li>\n\n\n\n<li><strong>ShieldGemma\uff1a<\/strong>\u5185\u5bb9\u5b89\u5168\u5ba1\u8ba1\u53ca\u68c0\u6d4b\u3002<\/li>\n\n\n\n<li><strong>TxGemma\uff1a<\/strong>\u533b\u5b66\u548c\u5782\u7c7b\u9884\u6d4b\u3001\u63a8\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<p>Gemma\u6a21\u578b\u53ef\u901a\u8fc7<a href=\"https:\/\/huggingface.co\/collections\/google\/gemma-3-release-67c6c6f89c4f76621268bb6d\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Hugging Face<\/a>\u4e0e<a href=\"https:\/\/www.kaggle.com\/models?query=gemma\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Kaggle<\/a>\u514d\u8d39\u4e0b\u8f7d\u4f7f\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752435669.png\" alt=\"Gemma Hugging Face\u6a21\u578b\u9875\u9762\u622a\u56fe\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">Photo\/<a title=\"\" href=\"https:\/\/huggingface.co\/collections\/google\/gemma-3-release-67c6c6f89c4f76621268bb6d\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma Hugging Face\u6a21\u578b\u9875\u9762\u622a\u56fe<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u4ef7\u683c &amp; \u65b9\u6848<\/h2>\n\n\n\n<p><strong>Gemma\u79c9\u627f\u5f00\u653e\u7b56\u7565\uff0c\u6a21\u578b\u6743\u91cd\u5b8c\u5168\u514d\u8d39\uff0c\u652f\u6301\u591a\u5e73\u53f0\u81ea\u7531\u90e8\u7f72\u4e0e\u8bad\u7ec3\u3002<\/strong>\u5982\u9700\u66f4\u9ad8\u6027\u80fd\u7684\u4e91\u7aefAPI\u3001\u4f01\u4e1a\u7ea7\u670d\u52a1\uff0c\u53ef\u9009\u7528Google Cloud\u76f8\u5173\u4ed8\u8d39\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u4ef7\u65b9\u6848\u901f\u89c8<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-248.png\" alt=\"Image\" class=\"wp-image-10315\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/ai.google.dev\/gemma\/docs?hl=zh-cn\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >gemma\u6587\u6863<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>plan<\/th><th>price<\/th><th>\u8bf4\u660e\u4e0e\u9002\u7528\u573a\u666f<\/th><\/tr><tr><td>\u672c\u5730\u6a21\u578b\u4e0b\u8f7d<\/td><td>free<\/td><td>Hugging Face\/Kaggle\u4e0b\u8f7d\u6743\u91cd\uff0c\u672c\u5730\u6216\u81ea\u6709\u670d\u52a1\u5668\u90e8\u7f72<\/td><\/tr><tr><td>Google Colab<\/td><td>\u514d\u8d39\/\u5347\u7ea7\u7248<\/td><td>\u514d\u8d39\u8bd5\u7528Gemma\uff0c\u5fae\u8c03\u4e0e\u63a8\u7406\uff0c\u4ed8\u8d39\u53ef\u83b7\u66f4\u9ad8\u8d44\u6e90<\/td><\/tr><tr><td>Google Cloud AI<\/td><td>\u65b0\u7528\u6237$300\u8d4f\u91d1<\/td><td>\u4e91\u7aefAPI\u63a8\u7406\/\u8bad\u7ec3\uff0c\u9996\u5f00\u8d26\u6237\u9001$300\uff0c\u9002\u5408\u4f01\u4e1a\u4e0e\u79d1\u7814<\/td><\/tr><tr><td>Vertex AI<\/td><td>Charged based on usage<\/td><td>\u4e3b\u6253\u4f01\u4e1a\u7ea7AI\u90e8\u7f72\uff0cAPI\u8c03\u7528\u5373\u4ed8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>For reference<a href=\"https:\/\/cloud.google.com\/free\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8d39\u7528\u8be6\u60c5\u548c\u8bd5\u7528<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528Gemma<\/h2>\n\n\n\n<p><strong>Gemma\u652f\u6301\u591a\u6846\u67b6\u591a\u5e73\u53f0\uff0c\u9002\u5408\u96f6\u57fa\u7840\u5230\u4e13\u4e1a\u7ea7\u7528\u6237\uff0c\u64cd\u4f5c\u4fbf\u6377\u3002<\/strong> <a href=\"https:\/\/ai.google.dev\/gemma\/docs\/get_started\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u5165\u95e8\u6307\u5f15<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u4f7f\u7528\u65b9\u5f0f<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\uff1a<\/strong><br>access<a href=\"https:\/\/huggingface.co\/collections\/google\/gemma-3-release-67c6c6f89c4f76621268bb6d\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Hugging Face<\/a>\u6216<a href=\"https:\/\/www.kaggle.com\/models\/google\/gemma-3\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Kaggle<\/a>\u9009\u62e9\u9700\u8981\u7684\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u5f00\u53d1\u6846\u67b6\u9009\u62e9\uff1a<\/strong><br>Keras\u3001PyTorch\u3001JAX\u3001Transformers\u7b49\u5747\u517c\u5bb9\u652f\u6301\uff08<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/keras_inference\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Detailed tutorial<\/a>\uff09\uff0c\u4e5f\u53efGemma.cpp\u3001Ollama\u8fb9\u7aef\u8fd0\u884c\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u4e0e\u5fae\u8c03\uff1a<\/strong><br>\u652f\u6301\u672c\u5730\/\u4e91\u7aefprompt\u63a8\u7406\u3001LoRA\/QLoRA\u9ad8\u6548\u5fae\u8c03\uff0c\u5c0f\u6837\u672c\u9002\u7528\u3002<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/lora_tuning\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5fae\u8c03\u6559\u7a0b<\/a><\/li>\n\n\n\n<li><strong>\u4e00\u7ad9\u5f0f\u90e8\u7f72\uff1a<\/strong><br>\u4f01\u4e1a\u652f\u6301Vertex AI\u3001GKE\u3001Dataflow\u7b49MLO<a class=\"external\" href=\"https:\/\/aicats.wiki\/en\/sitetag\/ps\" title=\"View articles related to ps\" target=\"_blank\">ps<\/a>\u96c6\u6210\u4e91\u670d\u52a1\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u96c6\u6210\u6b65\u9aa4\u7b80\u8981<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>step<\/th><th>Brief<\/th><th>Reference Links<\/th><\/tr><tr><td>\u83b7\u53d6\u6743\u91cd<\/td><td>\u4e0b\u8f7d\u6743\u91cd\u6587\u4ef6<\/td><td><a href=\"https:\/\/huggingface.co\/models?search=google\/gemma\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Hugging Face<\/a><\/td><\/tr><tr><td>\u73af\u5883\u914d\u7f6e<\/td><td>\u5b89\u88c5\u5e93\u52a0\u8f7d\u6a21\u578b<\/td><td><a href=\"https:\/\/ai.google.dev\/gemma\/docs\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Official documentation<\/a><\/td><\/tr><tr><td>\u63a8\u7406\u8c03\u7528<\/td><td>\u7f16\u5199\u811a\u672c<\/td><td><a href=\"https:\/\/ai.google.dev\/gemma\/docs\/run\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5feb\u901f\u6307\u5f15<\/a><\/td><\/tr><tr><td>\u90e8\u7f72\u4e0a\u7ebf<\/td><td>\u96c6\u6210\u5458\u5de5\/\u4e91\u7aef\/\u624b\u673a<\/td><td><a href=\"https:\/\/ai.google.dev\/gemma\/docs\/integrations\/web\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u90e8\u7f72\u6559\u7a0b<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u65b0\u624b\u63a8\u8350\u4eceColab\u5728\u7ebf\u8bd5\u7528\uff0c<a href=\"https:\/\/colab.google\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9Notebook\u793a\u4f8b<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-249.png\" alt=\"Official Guidelines\" class=\"wp-image-10318\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u5b98\u65b9\u6307\u5f15<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u9002\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<p><strong>Gemma\u4ee5\u5f00\u653e\u6613\u7528\u3001\u5b89\u5168\u591a\u5143\u3001\u517c\u5bb9\u6027\u5f3a\u7684\u4f18\u52bf\uff0c\u6210\u4e3a\u4ee5\u4e0b\u7fa4\u4f53AI\u5f00\u53d1\u9996\u9009\uff1a<\/strong> <a href=\"https:\/\/ai.google.dev\/gemma\/gemmaverse\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma\u793e\u533a\u6848\u4f8b<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u9002\u7528\u5bf9\u8c61<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u5f00\u53d1\u8005\/\u521b\u4e1a\u8005\u56e2\u961f\uff1a<\/strong>\u81ea\u5b9a\u4ea7\u54c1\u5982\u5bf9\u8bdd\u673a\u5668\u4eba\u3001\u751f\u6210\u5f0f\u5185\u5bb9\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u5b66\u672f\u7814\u7a76\u8005\uff1a<\/strong>\u5f00\u653e\u6743\u91cd\u3001\u53ef\u5fae\u8c03\u3001\u4fbf\u4e8e\u521b\u65b0\u65b9\u6cd5\u8bba\u7814\u7a76\u3002<\/li>\n\n\n\n<li><strong>\u4e2d\u5c0f\/\u5927\u578b\u4f01\u4e1aIT\uff1a<\/strong>\u4f4e\u6210\u672c\u79c1\u6709\u90e8\u7f72\uff0c\u6570\u636e\u5408\u89c4\u5b89\u5168\u3002<\/li>\n\n\n\n<li><strong>AI\u6559\u80b2\/\u57f9\u8bad\uff1a<\/strong>\u65b0\u6280\u672f\u6559\u5b66\u3001\u5b9e\u9a8c\u3002<\/li>\n\n\n\n<li><strong>\u5168\u7403\u5316\/\u672c\u5730\u5316\u9700\u6c42\u5f00\u53d1\u8005\uff1a<\/strong>\u591a\u8bed\u79cd\u4ea4\u4e92\uff0c\u9002\u914d\u4e0d\u540c\u5730\u533a\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5178\u578b\u9002\u914d\u573a\u666f\u4e3e\u4f8b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-250.jpg\" alt=\"\u5b98\u65b9\u7b14\u8bb0\u672c\" class=\"wp-image-10321\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u5b98\u65b9\u7b14\u8bb0\u672c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>Scene<\/th><th>\u6a21\u578b\/\u80fd\u529b<\/th><th>illustrate<\/th><\/tr><tr><td>Intelligent Customer Service<\/td><td>Gemma 3 4B\/12B<\/td><td>\u591a\u8f6e\u95ee\u7b54\u3001\u81ea\u52a8\u6458\u8981<\/td><\/tr><tr><td>\u6587\u672c\u751f\u6210\u6458\u8981<\/td><td>Gemma 3 1B\/4B<\/td><td>\u957f\u6587\u6863\u5904\u7406<\/td><\/tr><tr><td>\u56fe\u7247\u5185\u5bb9\u5ba1\u6838<\/td><td>ShieldGemma 2<\/td><td>\u5408\u89c4\u3001\u5b89\u5168\u5206\u7c7b<\/td><\/tr><tr><td>Programming Automation<\/td><td>CodeGemma<\/td><td>\u4ee3\u7801\u8865\u5168\u5206\u6790<\/td><\/tr><tr><td>\u591a\u8bed\u8a00\u6559\u5b66<\/td><td>Gemma 3<\/td><td>140+\u8bed\u8a00\u652f\u6301<\/td><\/tr><tr><td>\u533b\u5b66\u5782\u76f4\u9886\u57df<\/td><td>TxGemma<\/td><td>\u9886\u57df\u5b9a\u5236\u3001\u63a8\u7406\u9884\u6d4b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u5e73\u53f0\u751f\u6001\u4e0e\u5b89\u5168\u5408\u89c4<\/h2>\n\n\n\n<p><strong>Gemma\u9ad8\u5ea6\u91cd\u89c6\u8d23\u4efbAI\u4e0e\u5185\u5bb9\u5b89\u5168\u3002<\/strong> Google\u5728Gemma\u5e73\u53f0\u8bbe\u8ba1\u4e86\u591a\u6837\u8d23\u4efb\u7ec4\u4ef6\uff08Responsible GenAI Toolkit\u3001\u9650\u5236\u7b56\u7565\u7b49\uff09\uff0c\u7ed3\u5408ShieldGemma\u652f\u6301\u81ea\u52a8\u5185\u5bb9\u5ba1\u6838\u3001\u654f\u611f\u4fe1\u606f\u62e6\u622a\u4e0e\u5408\u89c4\u8ffd\u8e2a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9632\u504f\u89c1\u4e0e\u6ee5\u7528\uff1a<\/strong>\u5168\u6d41\u7a0b\u53bb\u504f\u4e0e\u5c42\u7ea7\u5185\u5bb9\u7ba1\u7406\u3002<\/li>\n\n\n\n<li><strong>\u7814\u53d1\u5408\u89c4\u6027\uff1a<\/strong>\u7b26\u5408Google Responsible AI\u653f\u7b56\uff0c\u4fdd\u969c\u5065\u5eb7\u53d1\u5c55\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u66f4\u591a\u8bf4\u660e\u89c1<a href=\"https:\/\/ai.google.dev\/gemma\/terms\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u793e\u533a\u653f\u7b56\u9875<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Gemma\u7684\u6280\u672f\u751f\u6001\u4e0e\u793e\u533a\u521b\u65b0<\/h2>\n\n\n\n<p>Google\u9f13\u52b1\u5f00\u53d1\u8005\/\u7814\u7a76\u8005\u8fdb\u884c\u521b\u65b0\u6a21\u578b\u7814\u53d1\u4e0e\u751f\u6001\u5171\u5efa\u3002Princeton NLP\u7b49\u79d1\u7814\u673a\u6784\uff0c\u4ee5\u53caOmniAudio\u591a\u6a21\u6001\u6269\u5c55\u6848\u4f8b\uff0c\u5df2\u4e30\u5bccGemmaverse\u793e\u533a \u3002<\/p>\n\n\n\n<p>Gemma\u4e0eHugging Face\u3001Ollama\u3001Vertex AI\u3001Colab\u3001Keras\u7b49\u5e73\u53f0\u65e0\u7f1d\u8854\u63a5\uff0c\u53ef\u9ad8\u6548\u96c6\u6210\u884c\u4e1a\u4e1a\u52a1\u94fe\u8def\u3002<strong>\u5927\u5927\u52a0\u901fAI\u6280\u672f\u6c11\u4e3b\u5316\u8fdb\u7a0b\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752435690.png\" alt=\"Gemma\u793e\u533a\u521b\u65b0\u751f\u6001\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fGemma\u793e\u533a\u521b\u65b0\u751f\u6001<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Gemma\u548cGemini\u533a\u522b\uff1f<\/h3>\n\n\n\n<p><strong>Gemini\u5b9a\u4f4d\u65d7\u8230\uff0c\u8d85\u5927\u89c4\u6a21\u591a\u6a21\u6001AI\uff0cGemma\u4e3b\u6253\u5f00\u6e90\u8f7b\u91cf\u3001\u4f4e\u95e8\u69db\u3001\u53ef\u672c\u5730\u5316\u90e8\u7f72\uff0c\u9002\u5408\u79c1\u6709\u5316\u548c\u521b\u65b0\u5f00\u53d1\u3002<\/strong> See details<a href=\"https:\/\/www.zdnet.com\/article\/first-gemini-now-gemma-googles-new-open-ai-models-target-developers\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma vs Gemini\u5b98\u65b9\u8bf4\u660e<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5982\u4f55\u672c\u5730\u90e8\u7f72Gemma\uff1f<\/h3>\n\n\n\n<p>\u76f4\u63a5\u4e0b\u8f7d\u6743\u91cd\uff0c\u6309\u786c\u4ef6\u9009\u62e9\u53c2\u6570\/\u7cbe\u5ea6\uff0c\u914d\u5408PyTorch\/Keras\u7b49\u6216Ollama\u3001Gemma.cpp\u7b49\u5de5\u5177\u5b9e\u73b0\u672c\u5730\u63a8\u7406\u4e0e\u8bad\u7ec3\u3002\u65e0\u9700\u4f9d\u8d56\u4e91\uff0c\u8be6\u89c1<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/integrations\/web\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u90e8\u7f72\u6307\u5357<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u652f\u6301\u5b9a\u5236\u5316\u9886\u57df\u5fae\u8c03\u5417\uff1f<\/h3>\n\n\n\n<p><strong>Gemma\u652f\u6301\u5b9a\u5236\u5316\u5fae\u8c03\uff08\u5982LoRA\/QLoRA\uff09\uff0c\u652f\u6301\u672c\u5730\/\u4e91\u7aef\u591a\u573a\u666f\u3002<\/strong> See details<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/lora_tuning\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5fae\u8c03\u6559\u7a0b<\/a>\u3002\u8bf7\u6ce8\u610f\u5fae\u8c03\u663e\u5b58\u9700\u6c42\u6bd4\u63a8\u7406\u9ad8\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Gemma\u7684\u53d1\u5e03\uff0c\u610f\u5473\u7740\u751f\u6210\u5f0fAI\u6c11\u4e3b\u5316\u8fc8\u51fa\u65b0\u6b65\u4f10\u3002\u4e2a\u4eba\u548c\u4f01\u4e1a\u5747\u53ef\u5728Gemma\u751f\u6001\u4e2d\u521b\u65b0\u548c\u6210\u957f\uff0c\u63a8\u52a8\u4e0b\u4e00\u4ee3AI\u5e7f\u6cdb\u5e94\u7528\u3002\u4f53\u9a8c\u66f4\u591a\uff0c\u8bf7\u8bbf\u95ee<a href=\"https:\/\/ai.google.dev\/gemma?hl=zh-cn\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma\u5b98\u7f51<\/a>\u3002<\/strong><\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,39],"favorites":[577],"class_list":["post-9573","sites","type-sites","status-publish","hentry","sitetag-ai","sitetag-ps","favorites-ai-models"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/9573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/comments?post=9573"}],"version-history":[{"count":0,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/9573\/revisions"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/media?parent=9573"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/content_visibility?post=9573"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sitetag?post=9573"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/favorites?post=9573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}