{"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\/tw\/sites\/9573-html","title":{"rendered":"Gemma"},"content":{"rendered":"<p><strong>Gemma\u662fGoogle\u6700\u65b0\u767c\u8868\u7684\u958b\u6e90\u8f15\u91cf\u7d1aAI\u6a21\u578b\u5bb6\u65cf\uff0c\u4e3b\u6253\u958b\u653e\u6b0a\u91cd\u3001\u591a\u6a21\u614b\u80fd\u529b\u548c\u9ad8\u5ea6\u5ba2\u88fd\u5316\uff0c\u652f\u63f4\u6587\u5b57\u3001\u5716\u7247\u7b49\u8907\u96dc\u5834\u666f\uff0c\u9069\u5408\u958b\u767c\u8005\u3001\u7814\u7a76\u8005\u53ca\u4f01\u696d\u591a\u5e73\u53f0\u90e8\u7f72\u3002<\/strong> <br><strong>\u514d\u8cbb\u53d6\u5f97\u6a21\u578b\uff0c\u9748\u6d3b\u672c\u5730\u6216\u96f2\u7aef\u4f7f\u7528\uff0c\u4f4e\u9580\u6abb\u63a8\u52d5AI\u5275\u65b0\u3002<\/strong><\/p>\n\n\n\n<p><strong>2025\u5e747\u6708\uff0cGoogle\u5ba3\u5e03\u5176\u6700\u65b0\u958b\u653e<a href=\"https:\/\/aicats.wiki\/tw\/2025\/06\/18\/2232.html\/\" title=\"deepseek\u662f\u4ec0\u9ebc\uff1f\u4e00\u6587\u5e36\u4f60\u5feb\u901f\u4e86\u89e3\u9019\u6b3eAI\u6a21\u578b\u7684\u6838\u5fc3\u529f\u80fd\u8207\u61c9\u7528\u5834\u666f\">AI\u6a21\u578b\u5e73\u53f0<\/a>Gemma\u6b63\u5f0f\u767b\u9678\u958b\u767c\u8005\u8207\u4f01\u696d\u5e02\u5834\u3002<\/strong> Gemma\uff08<a href=\"https:\/\/ai.google.dev\/gemma?hl=zh-cn\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u7db2\u5740\u9ede\u6b64<\/a>\uff09\u662fGoogle DeepMind\u806f\u5408\u591a\u90e8\u9580\u50be\u529b\u6253\u9020\u7684\u8f15\u91cf\u3001\u958b\u653e\u3001\u667a\u6167\u7684AI\u8a13\u7df4\u6a21\u5f0f\u5de5\u5177\u5bb6\u65cf\uff0c<strong>\u81f4\u529b\u65bc\u63a8\u52d5\u7814\u7a76\u5275\u65b0\u8207\u696d\u52d9\u843d\u5730\u3002<\/strong><\/p>\n\n\n\n<p>\u5728\u751f\u6210\u5f0fAI\u6d6a\u6f6e\u5e2d\u6372\u5168\u7403\u4e4b\u969b\uff0c<strong>Google\u4ee5Gemma\u70ba\u6838\u5fc3\uff0c\u70ba\u5ee3\u5927\u958b\u767c\u8005\u3001\u7814\u7a76\u8005\u3001\u4f01\u696d\u6253\u958b\u4f4e\u9580\u6abb\u3001\u9ad8\u64f4\u5c55\u6027\u7684\u65b0\u4e00\u4ee3AI\u61c9\u7528\u4e4b\u9580\uff0c\u5728\u958b\u653eAI\u751f\u614b\u3001\u6280\u8853\u5b89\u5168\u8207\u591a\u6a21\u614b\u80fd\u529b\u4e0a\u8655\u65bc\u9818\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\u7db2\u7ad9\" class=\"wp-image-10309\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fgemma\u5b98\u65b9\u7db2\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\u958b\u653e\u6b0a\u91cd\u3001\u9ad8\u5ea6\u5ba2\u88fd\u5316\u8207\u591a\u6a21\u614b\u80fd\u529b\uff0c\u70baAI\u8a13\u7df4\u6a21\u578b\u8ce6\u80fd\u591a\u5143\u5834\u666f\u3002<\/strong> Gemma\u5bb6\u65cf\u6a21\u578b\u4ee5\u751f\u6210\u5f0f\u8a9e\u8a00\u80fd\u529b\u70ba\u6838\u5fc3\uff0c\u652f\u63f4\u6587\u5b57\u8207\u5716\u50cf\u8f38\u5165\uff0c\u80fd\u5920\u6db5\u84cb\u5c0d\u8a71\u3001\u6458\u8981\u3001\u7406\u89e3\u3001\u7de8\u78bc\u751a\u81f3\u8996\u89ba\u7b49\u591a\u91cd\u4efb\u52d9\uff0c\u6eff\u8db3\u958b\u767c\u3001\u7814\u7a76\u8207\u4f01\u696d\u61c9\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u529f\u80fd\u4eae\u9ede<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6a21\u614b\u8f38\u5165\uff1a<\/strong>\u81eaGemma 3\u8d77\uff0c\u652f\u63f4\u6587\u5b57\u8207\u5716\u7247\u540c\u6642\u8655\u7406\uff0c\u5177\u5099\u8996\u89ba\u8a9e\u8a00\u80fd\u529b\uff0c\u5982\u5716\u7247\u5167\u5bb9\u5206\u6790\u3001\u6587\u5b57\u554f\u7b54\u3001\u7269\u4ef6\u8fa8\u8b58\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u8d85\u9577\u4e0a\u4e0b\u6587\u8996\u7a97\uff1a<\/strong>\u652f\u63f4128K token\uff0c\u8f15\u9b06\u8655\u7406\u8d85\u9577\u6587\u4ef6\u6216\u5927\u91cf\u5716\u7247\uff0c\u9069\u7528\u65bc\u6cd5\u5f8b\u3001\u91ab\u7642\u7b49\u5927\u6587\u5b57\u5834\u666f\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u5927\u591a\u8a9e\u8a00\u652f\u63f4\uff1a<\/strong>\u539f\u751f\u652f\u63f4140+\u7a2e\u8a9e\u8a00\uff0c\u5168\u7403\u5316AI\u958b\u767c\u7121\u969c\u7919\u3002<\/li>\n\n\n\n<li><strong>\u9748\u6d3b\u6a21\u578b\u53c3\u6578\u53ca\u91cf\u5316\uff1a<\/strong>\u6db5\u84cb1B\u30014B\u300112B\u300127B\u53c3\u6578\u898f\u6a21\uff0c\u652f\u63f432~4\u4f4d\u5143\u591a\u5c64\u7d1a\u91cf\u5316\u3002<\/li>\n\n\n\n<li><strong>\u958b\u653e\u6b0a\u91cd\u53ca\u81ea\u8a02\u8a13\u7df4\uff1a<\/strong>\u6240\u6709\u6a21\u578b\u6b0a\u91cd\u958b\u653e\uff0c\u652f\u63f4\u4e8c\u6b21\u5fae\u8abf\u8207\u5b9a\u5236\uff0c\u9069\u914d\u5c08\u5c6c\u8cc7\u6599\u3002<\/li>\n\n\n\n<li><strong>\u51fd\u6578\u547c\u53eb\u53ca\u7d50\u69cb\u5316\u8f38\u51fa\uff1a<\/strong>\u65b9\u4fbf\u667a\u6167\u5c0d\u8a71\u3001\u81ea\u52d5\u5316\u7a0b\u5f0f\u78bc\u7b49API\u6df1\u5ea6\u6574\u5408\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u8207\u5be9\u8a08\uff1a<\/strong>\u5982ShieldGemma\u5716\u7247\u5b89\u5168\u5206\u985e\u5668\uff0c\u5e6b\u52a9\u4f01\u696d\u5408\u898f\u6392\u67e5\u9ad8\u98a8\u96aa\u5167\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\u7db2\u65b0\u805e\" class=\"wp-image-10312\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u5b98\u7db2\u65b0\u805e<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u578b\u865f<\/th><th>\u53c3\u6578\u91cf<\/th><th>\u8f38\u5165<\/th><th>\u8f38\u51fa<\/th><th>\u63a8\u85a6\u786c\u9ad4<\/th><th>32\u4f4d\u5143\u986f\u5b58<\/th><th>8\u4f4d\u5143\u986f\u5b58<\/th><th>4\u4f4d\u986f\u5b58<\/th><\/tr><tr><td>Gemma 1B<\/td><td>10\u5104<\/td><td>\u6587\u5b57<\/td><td>\u6587\u5b57<\/td><td>\u624b\u6a5f\/\u7b46\u96fb<\/td><td>4GB<\/td><td>1.1GB<\/td><td>892MB<\/td><\/tr><tr><td>Gemma 4B<\/td><td>40\u5104<\/td><td>\u6587\u5b57\/\u5716\u7247<\/td><td>\u6587\u5b57<\/td><td>\u684c\u4e0a\u578b\u96fb\u8166\/\u8f15\u4f3a\u670d\u5668<\/td><td>16GB<\/td><td>4.4GB<\/td><td>3.4GB<\/td><\/tr><tr><td>Gemma 12B<\/td><td>120\u5104<\/td><td>\u6587\u5b57\/\u5716\u7247<\/td><td>\u6587\u5b57<\/td><td>\u9ad8\u968e\u684c\u9762\/\u4f3a\u670d\u5668<\/td><td>48GB<\/td><td>12.2GB<\/td><td>8.7GB<\/td><\/tr><tr><td>Gemma 27B<\/td><td>270\u5104<\/td><td>\u6587\u5b57\/\u5716\u7247<\/td><td>\u6587\u5b57<\/td><td>\u4f3a\u670d\u5668\u53e2\u96c6<\/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\u53c3\u6578\u8a73\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\u986f\u5b58\u9700\u6c42\u901f\u67e5\u8868\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/model_card_3\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma\u986f\u5b58\u9700\u6c42\u901f\u67e5\u8868<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u66f4\u591a\u6280\u8853\u7d30\u7bc0\uff1a<\/strong> <a href=\"https:\/\/goo.gle\/Gemma3Report\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma 3\u6280\u8853\u5831\u544a<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u6a23\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\u5b57\u548c\u8996\u89ba\u751f\u6210\u3001\u63a8\u7406\u3001\u6458\u8981\u7b49\u591a\u4efb\u52d9\u3002<\/li>\n\n\n\n<li><strong>CodeGemma\uff1a<\/strong>\u7a0b\u5f0f\u78bc\u751f\u6210\u3001\u81ea\u52d5\u88dc\u5168\u3002<\/li>\n\n\n\n<li><strong>PaliGemma\uff1a<\/strong>\u5716\u7247\u554f\u7b54\u3001\u8996\u89ba\u6458\u8981\u3002<\/li>\n\n\n\n<li><strong>ShieldGemma\uff1a<\/strong>\u5167\u5bb9\u5b89\u5168\u5be9\u8a08\u53ca\u6aa2\u6e2c\u3002<\/li>\n\n\n\n<li><strong>TxGemma\uff1a<\/strong>\u91ab\u5b78\u548c\u5782\u985e\u9810\u6e2c\u3001\u63a8\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<p>Gemma\u6a21\u578b\u53ef\u900f\u904e<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\u8cbb\u4e0b\u8f09\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\u9801\u9762\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/huggingface.co\/collections\/google\/gemma-3-release-67c6c6f89c4f76621268bb6d\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma Hugging Face\u6a21\u578b\u9801\u9762\u622a\u5716<\/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\u50f9\u683c&amp; \u65b9\u6848<\/h2>\n\n\n\n<p><strong>Gemma\u79c9\u627f\u958b\u653e\u7b56\u7565\uff0c\u6a21\u578b\u6b0a\u91cd\u5b8c\u5168\u514d\u8cbb\uff0c\u652f\u63f4\u591a\u5e73\u53f0\u81ea\u7531\u90e8\u7f72\u8207\u8a13\u7df4\u3002<\/strong>\u5982\u9700\u66f4\u9ad8\u6548\u80fd\u7684\u96f2\u7aefAPI\u3001\u4f01\u696d\u7d1a\u670d\u52d9\uff0c\u53ef\u9078\u7528Google Cloud\u76f8\u95dc\u4ed8\u8cbb\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u50f9\u65b9\u6848\u901f\u89bd<\/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\">\u5716\uff0f<a href=\"https:\/\/ai.google.dev\/gemma\/docs?hl=zh-cn\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >gemma\u6587\u6a94<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u65b9\u6848<\/th><th>\u50f9\u683c<\/th><th>\u8aaa\u660e\u8207\u9069\u7528\u5834\u666f<\/th><\/tr><tr><td>\u672c\u5730\u6a21\u578b\u4e0b\u8f09<\/td><td>\u514d\u8cbb<\/td><td>Hugging Face\/Kaggle\u4e0b\u8f09\u6b0a\u91cd\uff0c\u672c\u5730\u6216\u81ea\u6709\u4f3a\u670d\u5668\u90e8\u7f72<\/td><\/tr><tr><td>Google Colab<\/td><td>\u514d\u8cbb\/\u5347\u7d1a\u7248<\/td><td>\u514d\u8cbb\u8a66\u7528Gemma\uff0c\u5fae\u8abf\u8207\u63a8\u7406\uff0c\u4ed8\u8cbb\u53ef\u7372\u5f97\u66f4\u9ad8\u8cc7\u6e90<\/td><\/tr><tr><td>Google Cloud AI<\/td><td>\u65b0\u7528\u6236$300\u8cde\u91d1<\/td><td>\u96f2\u7aefAPI\u63a8\u7406\/\u8a13\u7df4\uff0c\u9996\u958b\u5e33\u6236\u9001$300\uff0c\u9069\u5408\u4f01\u696d\u8207\u79d1\u5b78\u7814\u7a76<\/td><\/tr><tr><td>Vertex AI<\/td><td>\u6309\u7528\u91cf\u8a08\u8cbb<\/td><td>\u4e3b\u6253\u4f01\u696d\u7d1aAI\u90e8\u7f72\uff0cAPI\u547c\u53eb\u5373\u4ed8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53ef\u53c3\u8003<a href=\"https:\/\/cloud.google.com\/free\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8cbb\u7528\u8a73\u60c5\u548c\u8a66\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\u63f4\u591a\u6846\u67b6\u591a\u5e73\u53f0\uff0c\u9069\u5408\u96f6\u57fa\u790e\u5230\u5c08\u696d\u7d1a\u7528\u6236\uff0c\u64cd\u4f5c\u4fbf\u5229\u3002<\/strong> <a href=\"https:\/\/ai.google.dev\/gemma\/docs\/get_started\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u5165\u9580\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\u8f09\u6a21\u578b\u6b0a\u91cd\uff1a<\/strong><br>\u8a2a\u554f<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>\u9078\u64c7\u9700\u8981\u7684\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u958b\u767c\u6846\u67b6\u9078\u64c7\uff1a<\/strong><br>Keras\u3001PyTorch\u3001JAX\u3001Transformers\u7b49\u7686\u76f8\u5bb9\u652f\u63f4\uff08<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/keras_inference\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8a73\u7d30\u6559\u5b78<\/a>\uff09\uff0c\u4e5f\u53efGemma.cpp\u3001Ollama\u908a\u7aef\u904b\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u8207\u5fae\u8abf\uff1a<\/strong><br>\u652f\u63f4\u672c\u5730\/\u96f2\u7aefprompt\u63a8\u7406\u3001LoRA\/QLoRA\u9ad8\u6548\u5fae\u8abf\uff0c\u5c0f\u6a23\u672c\u9069\u7528\u3002<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/lora_tuning\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5fae\u8abf\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\/tw\/sitetag\/ps\" title=\"\u67e5\u770b\u8207 ps \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">ps<\/a>\u96c6\u6210\u4e91\u670d\u52a1\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u6574\u5408\u6b65\u9a5f\u7c21\u55ae<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6b65\u9a5f<\/th><th>\u7c21\u8ff0<\/th><th>\u53c3\u8003\u9023\u7d50<\/th><\/tr><tr><td>\u7372\u53d6\u6b0a\u91cd<\/td><td>\u4e0b\u8f09\u6b0a\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>\u74b0\u5883\u914d\u7f6e<\/td><td>\u5b89\u88dd\u5eab\u8f09\u5165\u6a21\u578b<\/td><td><a href=\"https:\/\/ai.google.dev\/gemma\/docs\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6587\u6a94<\/a><\/td><\/tr><tr><td>\u63a8\u7406\u8abf\u7528<\/td><td>\u7de8\u5beb\u8173\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\u7dda<\/td><td>\u6574\u5408\u54e1\u5de5\/\u96f2\u7aef\/\u624b\u6a5f<\/td><td><a href=\"https:\/\/ai.google.dev\/gemma\/docs\/integrations\/web\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u90e8\u7f72\u6559\u5b78<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u65b0\u624b\u63a8\u85a6Colab\u7dda\u4e0a\u8a66\u7528\uff0c<a href=\"https:\/\/colab.google\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9Notebook\u7bc4\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=\"\u5b98\u65b9\u6307\u5f15\" 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\u9069\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<p><strong>Gemma\u4ee5\u958b\u653e\u6613\u7528\u3001\u5b89\u5168\u591a\u5143\u3001\u76f8\u5bb9\u6027\u5f37\u7684\u512a\u52e2\uff0c\u6210\u70ba\u4ee5\u4e0b\u7fa4\u9ad4AI\u958b\u767c\u9996\u9078\uff1a<\/strong> <a href=\"https:\/\/ai.google.dev\/gemma\/gemmaverse\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma\u793e\u5340\u6848\u4f8b<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u9069\u7528\u5c0d\u8c61<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u958b\u767c\u8005\/\u5275\u696d\u8005\u5718\u968a\uff1a<\/strong>\u81ea\u8a02\u7522\u54c1\u5982\u5c0d\u8a71\u6a5f\u5668\u4eba\u3001\u751f\u6210\u5f0f\u5167\u5bb9\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u5b78\u8853\u7814\u7a76\u8005\uff1a<\/strong>\u958b\u653e\u6b0a\u91cd\u3001\u53ef\u5fae\u8abf\u3001\u4fbf\u65bc\u5275\u65b0\u65b9\u6cd5\u8ad6\u7814\u7a76\u3002<\/li>\n\n\n\n<li><strong>\u4e2d\u5c0f\u578b\/\u5927\u578b\u4f01\u696dIT\uff1a<\/strong>\u4f4e\u6210\u672c\u79c1\u6709\u90e8\u7f72\uff0c\u8cc7\u6599\u5408\u898f\u5b89\u5168\u3002<\/li>\n\n\n\n<li><strong>AI\u6559\u80b2\/\u8a13\u7df4\uff1a<\/strong>\u65b0\u79d1\u6280\u6559\u5b78\u3001\u5be6\u9a57\u3002<\/li>\n\n\n\n<li><strong>\u5168\u7403\u5316\/\u5728\u5730\u5316\u9700\u6c42\u958b\u767c\u8005\uff1a<\/strong>\u591a\u8a9e\u7a2e\u4ea4\u4e92\uff0c\u9069\u914d\u4e0d\u540c\u5730\u5340\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5178\u578b\u9069\u914d\u5834\u666f\u8209\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\u7b46\u8a18\u672c\" class=\"wp-image-10321\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u5b98\u65b9\u7b46\u8a18\u672c<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u5834\u666f<\/th><th>\u6a21\u578b\/\u80fd\u529b<\/th><th>\u8aaa\u660e<\/th><\/tr><tr><td>\u667a\u6167\u5ba2\u670d<\/td><td>Gemma 3 4B\/12B<\/td><td>\u591a\u8f2a\u554f\u7b54\u3001\u81ea\u52d5\u6458\u8981<\/td><\/tr><tr><td>\u6587\u5b57\u7522\u751f\u6458\u8981<\/td><td>Gemma 3 1B\/4B<\/td><td>\u9577\u6587\u4ef6\u8655\u7406<\/td><\/tr><tr><td>\u5716\u7247\u5167\u5bb9\u5be9\u6838<\/td><td>ShieldGemma 2<\/td><td>\u5408\u898f\u3001\u5b89\u5168\u5206\u985e<\/td><\/tr><tr><td>\u7a0b\u5f0f\u8a2d\u8a08\u81ea\u52d5\u5316<\/td><td>CodeGemma<\/td><td>\u7a0b\u5f0f\u78bc\u88dc\u5168\u5206\u6790<\/td><\/tr><tr><td>\u591a\u8a9e\u8a00\u6559\u5b78<\/td><td>Gemma 3<\/td><td>140+\u8a9e\u8a00\u652f\u6301<\/td><\/tr><tr><td>\u91ab\u5b78\u5782\u76f4\u9818\u57df<\/td><td>TxGemma<\/td><td>\u9818\u57df\u5b9a\u5236\u3001\u63a8\u7406\u9810\u6e2c<\/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\u614b\u8207\u5b89\u5168\u5408\u898f<\/h2>\n\n\n\n<p><strong>Gemma\u9ad8\u5ea6\u91cd\u8996\u8cac\u4efbAI\u8207\u5167\u5bb9\u5b89\u5168\u3002<\/strong> Google\u5728Gemma\u5e73\u53f0\u8a2d\u8a08\u4e86\u591a\u6a23\u5316\u8cac\u4efb\u5143\u4ef6\uff08Responsible GenAI Toolkit\u3001\u9650\u5236\u7b56\u7565\u7b49\uff09\uff0c\u7d50\u5408ShieldGemma\u652f\u63f4\u81ea\u52d5\u5167\u5bb9\u5be9\u6838\u3001\u654f\u611f\u8cc7\u8a0a\u6514\u622a\u8207\u5408\u898f\u8ffd\u8e64\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9632\u504f\u898b\u8207\u6feb\u7528\uff1a<\/strong>\u5168\u6d41\u7a0b\u53bb\u504f\u8207\u5c64\u7d1a\u5167\u5bb9\u7ba1\u7406\u3002<\/li>\n\n\n\n<li><strong>\u7814\u767c\u5408\u898f\u6027\uff1a<\/strong>\u7b26\u5408Google Responsible AI\u653f\u7b56\uff0c\u4fdd\u969c\u5065\u5eb7\u767c\u5c55\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u66f4\u591a\u8aaa\u660e\u898b<a href=\"https:\/\/ai.google.dev\/gemma\/terms\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u793e\u5340\u653f\u7b56\u9801<\/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\u8853\u751f\u614b\u8207\u793e\u5340\u5275\u65b0<\/h2>\n\n\n\n<p>Google\u9f13\u52f5\u958b\u767c\u8005\/\u7814\u7a76\u8005\u9032\u884c\u5275\u65b0\u6a21\u578b\u7814\u767c\u8207\u751f\u614b\u5171\u5efa\u3002 Princeton NLP\u7b49\u79d1\u7814\u6a5f\u69cb\uff0c\u4ee5\u53caOmniAudio\u591a\u6a21\u614b\u64f4\u5c55\u6848\u4f8b\uff0c\u5df2\u8c50\u5bccGemmaverse\u793e\u7fa4\u3002<\/p>\n\n\n\n<p>Gemma\u8207Hugging Face\u3001Ollama\u3001Vertex AI\u3001Colab\u3001Keras\u7b49\u5e73\u53f0\u7121\u7e2b\u929c\u63a5\uff0c\u53ef\u9ad8\u6548\u6574\u5408\u7522\u696d\u696d\u52d9\u9023\u7d50\u3002<strong>\u5927\u5927\u52a0\u901fAI\u6280\u8853\u6c11\u4e3b\u5316\u9032\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\u7fa4\u5275\u65b0\u751f\u614b\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fGemma\u793e\u5340\u5275\u65b0\u751f\u614b<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Gemma\u548cGemini\u5dee\u5225\uff1f<\/h3>\n\n\n\n<p><strong>Gemini\u5b9a\u4f4d\u65d7\u8266\uff0c\u8d85\u5927\u898f\u6a21\u591a\u6a21\u614bAI\uff0cGemma\u4e3b\u6253\u958b\u6e90\u8f15\u91cf\u3001\u4f4e\u9580\u6abb\u3001\u53ef\u5728\u5730\u5316\u90e8\u7f72\uff0c\u9069\u5408\u79c1\u6709\u5316\u548c\u5275\u65b0\u958b\u767c\u3002<\/strong> \u8a73\u898b<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\u8aaa\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\u8f09\u6b0a\u91cd\uff0c\u4f9d\u786c\u9ad4\u9078\u64c7\u53c3\u6578\/\u7cbe\u78ba\u5ea6\uff0c\u914d\u5408PyTorch\/Keras\u7b49\u6216Ollama\u3001Gemma.cpp\u7b49\u5de5\u5177\u5be6\u73fe\u672c\u5730\u63a8\u7406\u8207\u8a13\u7df4\u3002\u7121\u9700\u4f9d\u8cf4\u96f2\uff0c\u8a73\u898b<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\u63f4\u5ba2\u88fd\u5316\u9818\u57df\u5fae\u8abf\u55ce\uff1f<\/h3>\n\n\n\n<p><strong>Gemma\u652f\u63f4\u5ba2\u88fd\u5316\u5fae\u8abf\uff08\u5982LoRA\/QLoRA\uff09\uff0c\u652f\u63f4\u672c\u5730\/\u96f2\u7aef\u591a\u5834\u666f\u3002<\/strong> \u8a73\u898b<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/lora_tuning\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5fae\u8abf\u6559\u7a0b<\/a>\u3002\u8acb\u6ce8\u610f\u5fae\u8abf\u986f\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\u767c\u5e03\uff0c\u610f\u5473\u8457\u751f\u6210\u5f0fAI\u6c11\u4e3b\u5316\u9081\u51fa\u65b0\u6b65\u4f10\u3002\u500b\u4eba\u548c\u4f01\u696d\u5747\u53ef\u5728Gemma\u751f\u614b\u4e2d\u5275\u65b0\u548c\u6210\u9577\uff0c\u63a8\u52d5\u4e0b\u4e00\u4ee3AI\u5ee3\u6cdb\u61c9\u7528\u3002\u9ad4\u9a57\u66f4\u591a\uff0c\u8acb\u8a2a\u554f<a href=\"https:\/\/ai.google.dev\/gemma?hl=zh-cn\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemma\u5b98\u7db2<\/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\/tw\/wp-json\/wp\/v2\/sites\/9573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=9573"}],"version-history":[{"count":0,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/9573\/revisions"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=9573"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=9573"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sitetag?post=9573"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/favorites?post=9573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}