{"id":94559,"date":"2024-08-05T19:36:31","date_gmt":"2024-08-05T12:36:31","guid":{"rendered":"https:\/\/phongvu.vn\/cong-nghe\/?p=94559"},"modified":"2024-08-05T19:36:34","modified_gmt":"2024-08-05T12:36:34","slug":"google-gemma-2-them-cac-mo-hinh-ai-moi","status":"publish","type":"post","link":"https:\/\/phongvu.vn\/cong-nghe\/google-gemma-2-them-cac-mo-hinh-ai-moi\/","title":{"rendered":"Google Gemma 2 m\u1edf r\u1ed9ng v\u1edbi c\u00e1c m\u00f4 h\u00ecnh AI m\u1edbi, t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 an to\u00e0n v\u00e0 minh b\u1ea1ch"},"content":{"rendered":"\n<p>Google v\u1eeba c\u00f4ng b\u1ed1 ba m\u00f4 h\u00ecnh AI m\u1edbi cho Gemma 2, d\u00f2ng s\u1ea3n ph\u1ea9m m\u00f4 h\u00ecnh AI m\u00e3 ngu\u1ed3n m\u1edf, t\u1eadp trung v\u00e0o vi\u1ec7c t\u0103ng c\u01b0\u1eddng t\u00ednh an to\u00e0n, minh b\u1ea1ch v\u00e0 kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn cho c\u1ed9ng \u0111\u1ed3ng ph\u00e1t tri\u1ec3n. Ba m\u00f4 h\u00ecnh n\u00e0y bao g\u1ed3m Gemma 2 2B, ShieldGemma v\u00e0 Gemma Scope, m\u1ed7i m\u00f4 h\u00ecnh mang \u0111\u1ebfn nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u1ed9c \u0111\u00e1o v\u00e0 h\u1eefu \u00edch cho vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng AI m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3. <\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng c\u1ee7a Gemma 2 m\u00e0 c\u00f2n \u0111\u1eb7t tr\u1ecdng t\u00e2m \u0111\u1eb7c bi\u1ec7t v\u00e0o vi\u1ec7c \u0111\u1ea3m b\u1ea3o an to\u00e0n v\u00e0 minh b\u1ea1ch trong vi\u1ec7c s\u1eed d\u1ee5ng AI.<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/google-ra-mat-gemini-1-5-flash-ai\/?srsltid=AfmBOooUdIge_tYajAxI7Y19l6KghCZSvqPJ75b2I7vL0KomXDxh3AKl\" target=\"_blank\" rel=\"noreferrer noopener\">Google ra m\u1eaft Gemini 1.5 Flash AI: B\u01b0\u1edbc ti\u1ebfn m\u1edbi trong cu\u1ed9c \u0111ua tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/tien-ich-cua-ai-moi-tai-google-i-o-2024\/?srsltid=AfmBOoqDJcMu9of7CGJ_KJiVPrVf3x_q7lqVucedWS28TQaEAgbH691M\" target=\"_blank\" rel=\"noreferrer noopener\">Nh\u1eefng ti\u1ec7n \u00edch n\u1ed5i b\u1eadt c\u1ee7a s\u1ea3n ph\u1ea9m AI m\u1edbi t\u1ea1i Google I\/O 2024<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/gemini-ai-cua-google-gian-diep-trong-google-drive-cua-ban\/?srsltid=AfmBOoq7ji8XGqVJzC5IELJ2xvr3MEYgmHZmNHjv8Z6-OsnPZbJfbqbg\" target=\"_blank\" rel=\"noreferrer noopener\">Gemini AI c\u1ee7a Google: \u201cGi\u00e1n \u0111i\u1ec7p\u201d trong Google Drive c\u1ee7a b\u1ea1n?<\/a><\/li>\n<\/ul>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_55 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >M\u1ee5c l\u1ee5c<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-6a2213a81797a\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-6a2213a81797a\"  type=\"checkbox\" id=\"item-6a2213a81797a\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/phongvu.vn\/cong-nghe\/google-gemma-2-them-cac-mo-hinh-ai-moi\/#Gemma_2_2B_Suc_manh_hieu_nang_tinh_linh_hoat_va_tiep_can_de_dang\" title=\"Gemma 2 2B: S\u1ee9c m\u1ea1nh hi\u1ec7u n\u0103ng, t\u00ednh linh ho\u1ea1t v\u00e0 ti\u1ebfp c\u1eadn d\u1ec5 d\u00e0ng\">Gemma 2 2B: S\u1ee9c m\u1ea1nh hi\u1ec7u n\u0103ng, t\u00ednh linh ho\u1ea1t v\u00e0 ti\u1ebfp c\u1eadn d\u1ec5 d\u00e0ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/phongvu.vn\/cong-nghe\/google-gemma-2-them-cac-mo-hinh-ai-moi\/#ShieldGemma_Bao_ve_nguoi_dung_voi_bo_phan_loai_noi_dung_an_toan\" title=\"ShieldGemma: B\u1ea3o v\u1ec7 ng\u01b0\u1eddi d\u00f9ng v\u1edbi b\u1ed9 ph\u00e2n lo\u1ea1i n\u1ed9i dung an to\u00e0n\">ShieldGemma: B\u1ea3o v\u1ec7 ng\u01b0\u1eddi d\u00f9ng v\u1edbi b\u1ed9 ph\u00e2n lo\u1ea1i n\u1ed9i dung an to\u00e0n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/phongvu.vn\/cong-nghe\/google-gemma-2-them-cac-mo-hinh-ai-moi\/#Gemma_Scope_Minh_bach_hoa_quy_trinh_ra_quyet_dinh_cua_AI\" title=\"Gemma Scope: Minh b\u1ea1ch h\u00f3a quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI\">Gemma Scope: Minh b\u1ea1ch h\u00f3a quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/phongvu.vn\/cong-nghe\/google-gemma-2-them-cac-mo-hinh-ai-moi\/#Tam_nhin_ve_mot_tuong_lai_duoc_xay_dung_tren_AI_co_trach_nhiem\" title=\"T\u1ea7m nh\u00ecn v\u1ec1 m\u1ed9t t\u01b0\u01a1ng lai \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean AI c\u00f3 tr\u00e1ch nhi\u1ec7m\">T\u1ea7m nh\u00ecn v\u1ec1 m\u1ed9t t\u01b0\u01a1ng lai \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean AI c\u00f3 tr\u00e1ch nhi\u1ec7m<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Gemma_2_2B_Suc_manh_hieu_nang_tinh_linh_hoat_va_tiep_can_de_dang\"><\/span><strong>Gemma 2 2B: S\u1ee9c m\u1ea1nh hi\u1ec7u n\u0103ng, t\u00ednh linh ho\u1ea1t v\u00e0 ti\u1ebfp c\u1eadn d\u1ec5 d\u00e0ng<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Gemma 2 2B, phi\u00ean b\u1ea3n m\u1edbi nh\u1ea5t c\u1ee7a m\u00f4 h\u00ecnh 2 t\u1ef7 tham s\u1ed1 ph\u1ed5 bi\u1ebfn c\u1ee7a Google, l\u00e0 m\u1ed9t minh ch\u1ee9ng cho s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3. M\u00f4 h\u00ecnh n\u00e0y n\u1ed5i b\u1eadt v\u1edbi kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh GPT-3.5 kh\u00e1c tr\u00ean Chatbot Arena, th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i trong c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n AI.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b.png\" alt=\"Gemma 2 2B kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh GPT-3.5 kh\u00e1c tr\u00ean Chatbot Arena\" class=\"wp-image-94562\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b.png 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b-300x188.png 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b-768x480.png 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b-150x94.png 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b-600x375.png 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b-696x435.png 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-2-2b-672x420.png 672w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Gemma 2 2B kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh GPT-3.5 kh\u00e1c tr\u00ean Chatbot Arena<\/figcaption><\/figure>\n\n\n\n<p>M\u1ed9t trong nh\u1eefng l\u1ee3i th\u1ebf ch\u00ednh c\u1ee7a Gemma 2 2B l\u00e0 t\u00ednh linh ho\u1ea1t trong tri\u1ec3n khai. M\u00f4 h\u00ecnh c\u00f3 th\u1ec3 ch\u1ea1y hi\u1ec7u qu\u1ea3 tr\u00ean nhi\u1ec1u lo\u1ea1i ph\u1ea7n c\u1ee9ng, t\u1eeb c\u00e1c thi\u1ebft b\u1ecb bi\u00ean v\u00e0 m\u00e1y t\u00ednh x\u00e1ch tay \u0111\u1ebfn c\u00e1c tri\u1ec3n khai \u0111\u00e1m m\u00e2y m\u1ea1nh m\u1ebd v\u1edbi Vertex AI v\u00e0 Google Kubernetes Engine (GKE). Gemma 2 2B \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a v\u1edbi th\u01b0 vi\u1ec7n NVIDIA TensorRT-LLM v\u00e0 c\u00f3 s\u1eb5n d\u01b0\u1edbi d\u1ea1ng NVIDIA NIM, gi\u00fap t\u0103ng t\u1ed1c hi\u1ec7u su\u1ea5t tr\u00ean nhi\u1ec1u n\u1ec1n t\u1ea3ng ph\u1ea7n c\u1ee9ng kh\u00e1c nhau.<\/p>\n\n\n\n<p>H\u01a1n n\u1eefa, m\u00f4 h\u00ecnh n\u00e0y t\u01b0\u01a1ng th\u00edch v\u1edbi nhi\u1ec1u framework ph\u1ed5 bi\u1ebfn nh\u01b0 Keras, JAX, Hugging Face, NVIDIA NeMo, Ollama, Gemma.cpp v\u00e0 s\u1eafp t\u1edbi l\u00e0 MediaPipe. Gemma 2 2B \u0111\u01b0\u1ee3c cung c\u1ea5p d\u01b0\u1edbi d\u1ea1ng m\u00e3 ngu\u1ed3n m\u1edf v\u1edbi gi\u1ea5y ph\u00e9p th\u01b0\u01a1ng m\u1ea1i Gemma, cho ph\u00e9p s\u1eed d\u1ee5ng cho c\u1ea3 m\u1ee5c \u0111\u00edch nghi\u00ean c\u1ee9u v\u00e0 th\u01b0\u01a1ng m\u1ea1i. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ea3i xu\u1ed1ng m\u00f4 h\u00ecnh t\u1eeb Kaggle, Hugging Face, Vertex AI Model Garden ho\u1eb7c tr\u1ea3i nghi\u1ec7m tr\u1ef1c ti\u1ebfp tr\u00ean Google AI Studio.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"ShieldGemma_Bao_ve_nguoi_dung_voi_bo_phan_loai_noi_dung_an_toan\"><\/span><strong>ShieldGemma: B\u1ea3o v\u1ec7 ng\u01b0\u1eddi d\u00f9ng v\u1edbi b\u1ed9 ph\u00e2n lo\u1ea1i n\u1ed9i dung an to\u00e0n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>ShieldGemma l\u00e0 m\u1ed9t b\u1ed9 c\u00e1c m\u00f4 h\u00ecnh ph\u00e2n lo\u1ea1i n\u1ed9i dung an to\u00e0n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean Gemma 2. N\u00f3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 gi\u1ea3m thi\u1ec3u n\u1ed9i dung \u0111\u1ed9c h\u1ea1i trong \u0111\u1ea7u v\u00e0o v\u00e0 \u0111\u1ea7u ra c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI. ShieldGemma t\u1eadp trung v\u00e0o b\u1ed1n lo\u1ea1i n\u1ed9i dung \u0111\u1ed9c h\u1ea1i ch\u00ednh: ng\u00f4n t\u1eeb th\u00f9 \u0111\u1ecbch, qu\u1ea5y r\u1ed1i, n\u1ed9i dung khi\u00eau d\u00e2m v\u00e0 n\u1ed9i dung nguy hi\u1ec3m. V\u1edbi hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i, ShieldGemma cung c\u1ea5p c\u00e1c k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh kh\u00e1c nhau \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u \u0111a d\u1ea1ng.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma.png\" alt=\"ShieldGemma c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 gi\u1ea3m thi\u1ec3u n\u1ed9i dung \u0111\u1ed9c h\u1ea1i trong \u0111\u1ea7u v\u00e0o v\u00e0 \u0111\u1ea7u ra c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI\" class=\"wp-image-94563\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma.png 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma-300x188.png 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma-768x480.png 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma-150x94.png 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma-600x375.png 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma-696x435.png 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/shieldgemma-672x420.png 672w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">ShieldGemma c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 gi\u1ea3m thi\u1ec3u n\u1ed9i dung \u0111\u1ed9c h\u1ea1i trong \u0111\u1ea7u v\u00e0o v\u00e0 \u0111\u1ea7u ra c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI<\/figcaption><\/figure>\n\n\n\n<p>M\u00f4 h\u00ecnh 2B l\u00fd t\u01b0\u1edfng cho c\u00e1c t\u00e1c v\u1ee5 ph\u00e2n lo\u1ea1i tr\u1ef1c tuy\u1ebfn, trong khi c\u00e1c phi\u00ean b\u1ea3n 9B v\u00e0 27B mang l\u1ea1i hi\u1ec7u su\u1ea5t cao h\u01a1n cho c\u00e1c \u1ee9ng d\u1ee5ng ngo\u1ea1i tuy\u1ebfn. T\u1ea5t c\u1ea3 c\u00e1c k\u00edch th\u01b0\u1edbc \u0111\u1ec1u \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a t\u1ed1c \u0111\u1ed9 b\u1eb1ng NVIDIA, \u0111\u1ea3m b\u1ea3o hi\u1ec7u su\u1ea5t hi\u1ec7u qu\u1ea3 tr\u00ean nhi\u1ec1u ph\u1ea7n c\u1ee9ng kh\u00e1c nhau. ShieldGemma l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf, khuy\u1ebfn kh\u00edch s\u1ef1 minh b\u1ea1ch v\u00e0 h\u1ee3p t\u00e1c trong c\u1ed9ng \u0111\u1ed3ng AI, \u0111\u00f3ng g\u00f3p v\u00e0o vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ti\u00eau chu\u1ea9n an to\u00e0n cho ng\u00e0nh c\u00f4ng nghi\u1ec7p AI trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Gemma_Scope_Minh_bach_hoa_quy_trinh_ra_quyet_dinh_cua_AI\"><\/span><strong>Gemma Scope: Minh b\u1ea1ch h\u00f3a quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Gemma Scope mang \u0111\u1ebfn cho c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n c\u00e1i nh\u00ecn s\u00e2u s\u1eafc ch\u01b0a t\u1eebng c\u00f3 v\u1ec1 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh Gemma 2. S\u1eed d\u1ee5ng b\u1ed9 m\u00e3 h\u00f3a t\u1ef1 \u0111\u1ed9ng th\u01b0a th\u1edbt (SAE), Gemma Scope c\u00f3 th\u1ec3 ph\u00f3ng to c\u00e1c \u0111i\u1ec3m c\u1ee5 th\u1ec3 trong m\u00f4 h\u00ecnh, l\u00e0m cho ho\u1ea1t \u0111\u1ed9ng b\u00ean trong c\u1ee7a n\u00f3 d\u1ec5 hi\u1ec3u h\u01a1n. B\u1eb1ng c\u00e1ch nghi\u00ean c\u1ee9u c\u00e1c ch\u1ebf \u0111\u1ed9 xem m\u1edf r\u1ed9ng n\u00e0y, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc c\u00f3 gi\u00e1 tr\u1ecb v\u1ec1 c\u00e1ch Gemma 2 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu, x\u1eed l\u00fd th\u00f4ng tin v\u00e0 cu\u1ed1i c\u00f9ng \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n.\u00a0<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope.jpg\" alt=\"Gemma Scope c\u00f3 th\u1ec3 ph\u00f3ng to c\u00e1c \u0111i\u1ec3m c\u1ee5 th\u1ec3 \u0111\u1ec3 x\u1eed l\u00ed th\u00f4ng tin v\u00e0 d\u1ef1 \u0111o\u00e1n \" class=\"wp-image-94564\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/08\/gemma-scope-672x420.jpg 672w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Gemma Scope c\u00f3 th\u1ec3 ph\u00f3ng to c\u00e1c \u0111i\u1ec3m c\u1ee5 th\u1ec3 \u0111\u1ec3 x\u1eed l\u00ed th\u00f4ng tin v\u00e0 d\u1ef1 \u0111o\u00e1n <\/figcaption><\/figure>\n\n\n\n<p>Gemma Scope bao g\u1ed3m h\u01a1n 400 SAE mi\u1ec5n ph\u00ed, bao ph\u1ee7 t\u1ea5t c\u1ea3 c\u00e1c l\u1edbp c\u1ee7a Gemma 2 2B v\u00e0 9B. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c t\u00ednh n\u0103ng c\u1ee7a SAE v\u00e0 ph\u00e2n t\u00edch h\u00e0nh vi c\u1ee7a m\u00f4 h\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft m\u00e3 tr\u00ean Neuronpedia. Ngo\u00e0i ra, Google cung c\u1ea5p m\u00e3 ngu\u1ed3n v\u00e0 c\u00e1c v\u00ed d\u1ee5 \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi SAE v\u00e0 Gemma 2.&nbsp; V\u1edbi Gemma Scope, Google \u0111\u1eb7t m\u1ee5c ti\u00eau gi\u00fap c\u1ed9ng \u0111\u1ed3ng nghi\u00ean c\u1ee9u AI kh\u00e1m ph\u00e1 c\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng AI d\u1ec5 hi\u1ec3u, c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 \u0111\u00e1ng tin c\u1eady h\u01a1n.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Tam_nhin_ve_mot_tuong_lai_duoc_xay_dung_tren_AI_co_trach_nhiem\"><\/span><strong>T\u1ea7m nh\u00ecn v\u1ec1 m\u1ed9t t\u01b0\u01a1ng lai \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean AI c\u00f3 tr\u00e1ch nhi\u1ec7m<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Vi\u1ec7c Google gi\u1edbi thi\u1ec7u c\u00e1c m\u00f4 h\u00ecnh m\u1edbi cho Gemma 2 kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n th\u1ec3 hi\u1ec7n t\u1ea7m nh\u00ecn c\u1ee7a h\u00e3ng v\u1ec1 m\u1ed9t t\u01b0\u01a1ng lai AI an to\u00e0n, c\u1edfi m\u1edf v\u00e0 h\u1ee3p t\u00e1c. B\u1eb1ng c\u00e1ch cung c\u1ea5p cho c\u1ed9ng \u0111\u1ed3ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 t\u00e0i nguy\u00ean c\u1ea7n thi\u1ebft, Google \u0111ang g\u00f3p ph\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t m\u00f4i tr\u01b0\u1eddng AI l\u00e0nh m\u1ea1nh, n\u01a1i m\u00e0 AI mang l\u1ea1i l\u1ee3i \u00edch cho t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi.<\/p>\n\n\n\n<p>V\u1edbi s\u1ef1 ra m\u1eaft c\u1ee7a Gemma 2 2B, ShieldGemma v\u00e0 Gemma Scope, Google m\u1ed9t l\u1ea7n n\u1eefa kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf d\u1eabn \u0111\u1ea7u c\u1ee7a m\u00ecnh trong l\u0129nh v\u1ef1c AI. Kh\u00f4ng ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng, Google c\u00f2n th\u1ec3 hi\u1ec7n cam k\u1ebft m\u1ea1nh m\u1ebd trong vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t t\u01b0\u01a1ng lai AI an to\u00e0n, minh b\u1ea1ch v\u00e0 c\u00f3 tr\u00e1ch nhi\u1ec7m. \u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111i quan tr\u1ecdng, m\u1edf ra nh\u1eefng c\u00e1nh c\u1eeda m\u1edbi cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI trong t\u01b0\u01a1ng lai.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google v\u1eeba c\u00f4ng b\u1ed1 ba m\u00f4 h\u00ecnh AI m\u1edbi cho Gemma 2, d\u00f2ng s\u1ea3n ph\u1ea9m m\u00f4 h\u00ecnh AI m\u00e3 ngu\u1ed3n m\u1edf, t\u1eadp trung v\u00e0o vi\u1ec7c t\u0103ng c\u01b0\u1eddng t\u00ednh an to\u00e0n, minh b\u1ea1ch v\u00e0 kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn cho c\u1ed9ng \u0111\u1ed3ng ph\u00e1t tri\u1ec3n. Ba m\u00f4 h\u00ecnh n\u00e0y bao g\u1ed3m Gemma 2 2B, ShieldGemma v\u00e0 Gemma Scope, [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":94561,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[74],"tags":[],"_links":{"self":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/94559"}],"collection":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/comments?post=94559"}],"version-history":[{"count":2,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/94559\/revisions"}],"predecessor-version":[{"id":94565,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/94559\/revisions\/94565"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/media\/94561"}],"wp:attachment":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/media?parent=94559"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/categories?post=94559"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/tags?post=94559"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}