{"id":128711,"date":"2026-07-21T16:05:42","date_gmt":"2026-07-21T09:05:42","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=128711"},"modified":"2026-07-21T16:10:20","modified_gmt":"2026-07-21T09:10:20","slug":"mo-hinh-llm-open-source","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/mo-hinh-llm-open-source\/","title":{"rendered":"Top 10+ m\u00f4 h\u00ecnh LLM Open Source t\u1ed1t nh\u1ea5t (c\u1eadp nh\u1eadt 2026)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Ch\u1ec9 c\u00e1ch \u0111\u00e2y hai n\u0103m, LLM open source c\u00f2n b\u1ecb xem l\u00e0 phi\u00ean b\u1ea3n &#8220;h\u1ea1ng hai&#8221; so v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u00f3ng. Nh\u01b0ng hi\u1ec7n t\u1ea1i, nhi\u1ec1u m\u00f4 h\u00ecnh mi\u1ec5n ph\u00ed, c\u00f3 th\u1ec3 t\u1ea3i v\u1ec1 v\u00e0 t\u1ef1 v\u1eadn h\u00e0nh \u0111\u00e3 v\u01b0\u1ee3t qua ho\u1eb7c b\u00e1m s\u00e1t c\u00e1c \u0111\u1ed1i th\u1ee7 th\u01b0\u01a1ng m\u1ea1i tr\u00ean h\u00e0ng lo\u1ea1t b\u00e0i ki\u1ec3m tra n\u0103ng l\u1ef1c. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 top 10+ m\u00f4 h\u00ecnh LLM Open Source t\u1ed1t nh\u1ea5t hi\u1ec7n nay m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 c\u00e2n nh\u1eafc s\u1eed d\u1ee5ng.<\/strong><\/p>\n\n\n\n<h2 id=\"\u0110\u00f4i_n\u00e9t_v\u1ec1_LLM_Open_Source\"><strong>\u0110\u00f4i n\u00e9t v\u1ec1 LLM Open Source<\/strong><\/h2>\n\n\n\n<h3 id=\"LLM_Open_Source_l\u00e0_g\u00ec?\"><strong>LLM Open Source l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM Open Source (<em>m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn m\u00e3 ngu\u1ed3n m\u1edf<\/em>) l\u00e0 lo\u1ea1i model AI cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea3i v\u1ec1, ch\u1ec9nh s\u1eeda, t\u1ef1 v\u1eadn h\u00e0nh tr\u00ean m\u00e1y ch\u1ee7 ri\u00eang m\u00e0 kh\u00f4ng ph\u1ea3i tr\u1ea3 ph\u00ed theo l\u01b0\u1ee3t s\u1eed d\u1ee5ng cho m\u1ed9t c\u00f4ng ty trung gian. \u0110i\u1ec1u n\u00e0y kh\u00e1c h\u1eb3n v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u00f3ng, n\u01a1i ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng qua API ho\u1eb7c \u1ee9ng d\u1ee5ng do nh\u00e0 cung c\u1ea5p ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ea1y c\u00e1c model n\u00e0y tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n, m\u00e1y ch\u1ee7 GPU, n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y ho\u1eb7c d\u1ecbch v\u1ee5 cung c\u1ea5p API t\u01b0\u01a1ng th\u00edch.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-1.png\" alt=\"\" class=\"wp-image-128714\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>LLM Open Source l\u00e0 g\u00ec?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Open_Source_v\u00e0_Open_Weight_kh\u00e1c_nhau_nh\u01b0_th\u1ebf_n\u00e0o?\"><strong>Open Source v\u00e0 Open Weight kh\u00e1c nhau nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ea7n ph\u00e2n bi\u1ec7t hai kh\u00e1i ni\u1ec7m hay b\u1ecb nh\u1ea7m l\u1eabn:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Open Source th\u1ef1c s\u1ef1<\/strong>: Nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng b\u1ed1 c\u1ea3 tr\u1ecdng s\u1ed1 m\u00f4 h\u00ecnh, m\u00e3 ngu\u1ed3n hu\u1ea5n luy\u1ec7n l\u1eabn m\u1ed9t ph\u1ea7n d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>Open Weight<\/strong>: Ch\u1ec9 tr\u1ecdng s\u1ed1 m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 \u0111\u1ec3 t\u1ea3i v\u1ec1 v\u00e0 ch\u1ea1y, c\u00f2n quy tr\u00ecnh hu\u1ea5n luy\u1ec7n hay d\u1eef li\u1ec7u g\u1ed1c th\u01b0\u1eddng \u0111\u01b0\u1ee3c gi\u1eef k\u00edn.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u1ea7n l\u1edbn c\u00e1c m\u00f4 h\u00ecnh n\u1ed5i ti\u1ebfng hi\u1ec7n nay nh\u01b0 GLM, Kimi, DeepSeek hay Llama th\u1ef1c ch\u1ea5t thu\u1ed9c d\u1ea1ng open weight, nh\u01b0ng c\u1ed9ng \u0111\u1ed3ng v\u1eabn quen g\u1ecdi chung l\u00e0 &#8220;LLM Open Source&#8221; v\u00ec t\u00ednh ch\u1ea5t mi\u1ec5n ph\u00ed v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 tri\u1ec3n khai.&nbsp;<\/p>\n\n\n\n<h3 id=\"Tai_sao_LLM_Open_Source_ng\u00e0y_c\u00e0ng_\u0111\u01b0\u1ee3c_quan_t\u00e2m?&nbsp;\"><strong>Tai sao LLM Open Source ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c quan t\u00e2m?&nbsp;<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4 h\u00ecnh m\u1edf mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch cho c\u00e1 nh\u00e2n v\u00e0 doanh nghi\u1ec7p:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u:<\/strong> D\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd trong h\u1ea1 t\u1ea7ng ri\u00eang.<\/li>\n\n\n\n<li><strong>Ch\u1ee7 \u0111\u1ed9ng tri\u1ec3n khai:<\/strong> Doanh nghi\u1ec7p kh\u00f4ng ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o m\u1ed9t nh\u00e0 cung c\u1ea5p API.<\/li>\n\n\n\n<li><strong>D\u1ec5 t\u00f9y ch\u1ec9nh:<\/strong> Model c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c fine-tune theo ng\u00e0nh ngh\u1ec1 ho\u1eb7c d\u1eef li\u1ec7u n\u1ed9i b\u1ed9.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m so\u00e1t chi ph\u00ed:<\/strong> Chi ph\u00ed API c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c thay th\u1ebf b\u1eb1ng chi ph\u00ed m\u00e1y ch\u1ee7.<\/li>\n\n\n\n<li><strong>T\u00edch h\u1ee3p linh ho\u1ea1t:<\/strong> D\u1ec5 k\u1ebft n\u1ed1i v\u1edbi chatbot, h\u1ec7 th\u1ed1ng RAG, AI Agent ho\u1eb7c quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/li>\n\n\n\n<li><strong>H\u1ed7 tr\u1ee3 ho\u1ea1t \u0111\u1ed9ng offline:<\/strong> M\u1ed9t s\u1ed1 model nh\u1ecf c\u00f3 th\u1ec3 ch\u1ea1y ho\u00e0n to\u00e0n tr\u00ean thi\u1ebft b\u1ecb c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, c\u00f3 m\u1ed9t \u0111i\u1ec3m c\u1ea7n \u0111\u1eb7c bi\u1ec7t l\u01b0u \u00fd: S\u1eed d\u1ee5ng model m\u00e3 ngu\u1ed3n m\u1edf kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi mi\u1ec5n ph\u00ed ho\u00e0n to\u00e0n. Ng\u01b0\u1eddi d\u00f9ng v\u1eabn c\u1ea7n t\u00ednh \u0111\u1ebfn chi ph\u00ed GPU, b\u1ed9 nh\u1edb, l\u01b0u tr\u1eef, \u0111i\u1ec7n n\u0103ng, gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng v\u00e0 \u0111\u1ed9i ng\u0169 v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/llm-tiet-kiem-chi-phi-cho-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">Top 10 LLM ti\u1ebft ki\u1ec7m chi ph\u00ed cho Hermes Agent<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-2.png\" alt=\"Tai sao LLM Open Source ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c quan t\u00e2m?\u00a0\" class=\"wp-image-128715\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Tai sao LLM Open Source ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c quan t\u00e2m?&nbsp;<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"Ti\u00eau_ch\u00ed_\u0111\u00e1nh_gi\u00e1:_Nh\u1eefng_benchmark_n\u00e0o_\u0111ang_\u0111\u01b0\u1ee3c_d\u00f9ng_\u0111\u1ec3_so_s\u00e1nh_c\u00e1c_m\u00f4_h\u00ecnh_LLM_Open_Source?\"><strong>Ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1: Nh\u1eefng benchmark n\u00e0o \u0111ang \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh LLM Open Source?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 so s\u00e1nh c\u00f4ng b\u1eb1ng, gi\u1edbi chuy\u00ean m\u00f4n d\u1ef1a v\u00e0o m\u1ed9t s\u1ed1 b\u00e0i ki\u1ec3m tra ti\u00eau chu\u1ea9n sau, m\u1ed7i b\u00e0i \u0111o m\u1ed9t kh\u00eda c\u1ea1nh n\u0103ng l\u1ef1c ri\u00eang:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Humanity&#8217;s Last Exam (HLE)<\/strong>: B\u1ed9 \u0111\u1ec1 thi c\u1ef1c kh\u00f3 bao tr\u00f9m m\u1ecdi l\u0129nh v\u1ef1c h\u1ecdc thu\u1eadt, \u0111\u01b0\u1ee3c xem nh\u01b0 &#8220;k\u1ef3 thi cu\u1ed1i c\u00f9ng&#8221; tr\u01b0\u1edbc khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u01b0\u1ee3t qua n\u0103ng l\u1ef1c con ng\u01b0\u1eddi.<\/li>\n\n\n\n<li><strong>GPQA Diamond<\/strong>: C\u00e2u h\u1ecfi khoa h\u1ecdc tr\u00ecnh \u0111\u1ed9 sau \u0111\u1ea1i h\u1ecdc, \u0111o kh\u1ea3 n\u0103ng suy lu\u1eadn chuy\u00ean s\u00e2u v\u1ec1 v\u1eadt l\u00fd, h\u00f3a h\u1ecdc, sinh h\u1ecdc.<\/li>\n\n\n\n<li><strong>SWE-Bench<\/strong>: C\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf tr\u00ean GitHub m\u00e0 m\u00f4 h\u00ecnh ph\u1ea3i t\u1ef1 x\u1eed l\u00fd t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i, \u0111o n\u0103ng l\u1ef1c l\u1eadp tr\u00ecnh theo ki\u1ec3u t\u00e1c nh\u00e2n (agentic).<\/li>\n\n\n\n<li><strong>OSWorld<\/strong>: \u0110o kh\u1ea3 n\u0103ng thao t\u00e1c tr\u00ean giao di\u1ec7n m\u00e1y t\u00ednh th\u1ef1c t\u1ebf, t\u1ee9c &#8220;computer use&#8221;.<\/li>\n\n\n\n<li><strong>BrowseComp<\/strong>: \u0110o kh\u1ea3 n\u0103ng t\u1ef1 duy\u1ec7t web v\u00e0 t\u1ed5ng h\u1ee3p th\u00f4ng tin \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi ph\u1ee9c t\u1ea1p.<\/li>\n\n\n\n<li><strong>Terminal-Bench<\/strong>: \u0110o kh\u1ea3 n\u0103ng th\u1ef1c thi t\u00e1c v\u1ee5 nhi\u1ec1u b\u01b0\u1edbc trong m\u00f4i tr\u01b0\u1eddng d\u00f2ng l\u1ec7nh.<\/li>\n\n\n\n<li><strong>ARC-AGI 2<\/strong>: C\u00e1c c\u00e2u \u0111\u1ed1 h\u00ecnh \u1ea3nh tr\u1eebu t\u01b0\u1ee3ng, \u0111o kh\u1ea3 n\u0103ng suy lu\u1eadn linh ho\u1ea1t v\u01b0\u1ee3t ra ngo\u00e0i d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-3.png\" alt=\"Nh\u1eefng benchmark n\u00e0o \u0111ang \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh LLM Open Source?\" class=\"wp-image-128716\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Nh\u1eefng benchmark n\u00e0o \u0111ang \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh LLM Open Source?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"Top_10+_m\u00f4_h\u00ecnh_LLM_Open_Source_t\u1ed1t_nh\u1ea5t_hi\u1ec7n_nay\"><strong>Top 10+ m\u00f4 h\u00ecnh LLM Open Source t\u1ed1t nh\u1ea5t hi\u1ec7n nay<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"text-decoration: underline;\">L\u01b0u \u00fd chung:<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7u n\u0103ng LLM ph\u1ee5 thu\u1ed9c v\u00e0o phi\u00ean b\u1ea3n model, c\u1ea5u h\u00ecnh suy lu\u1eadn, m\u1ee9c l\u01b0\u1ee3ng t\u1eed h\u00f3a, prompt, ph\u1ea7n c\u1ee9ng v\u00e0 c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i. \u0110i\u1ec3m benchmark trong b\u00e0i ch\u1ec9 ph\u1ea3n \u00e1nh k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft, kh\u00f4ng ph\u1ea3i cam k\u1ebft c\u1ed1 \u0111\u1ecbnh v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng trong m\u1ecdi t\u00ecnh hu\u1ed1ng s\u1eed d\u1ee5ng.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"text-decoration: underline;\">B\u1ea3ng so s\u00e1nh nhanh:<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>STT<\/th><th>M\u00f4 h\u00ecnh<\/th><th>\u0110i\u1ec3m m\u1ea1nh ti\u00eau bi\u1ec3u<\/th><th>Y\u00eau c\u1ea7u tri\u1ec3n khai<\/th><th>Nhu c\u1ea7u s\u1eed d\u1ee5ng n\u1ed5i b\u1eadt<\/th><\/tr><tr><td>1<\/td><td>GLM-5.2<\/td><td>Suy lu\u1eadn t\u1ed5ng th\u1ec3, coding, terminal, ng\u1eef c\u1ea3nh d\u00e0i<\/td><td>C\u1ee5m GPU m\u1ea1nh ho\u1eb7c API<\/td><td>AI Agent, l\u1eadp tr\u00ecnh, nghi\u00ean c\u1ee9u<\/td><\/tr><tr><td>2<\/td><td>Kimi K2.6<\/td><td>Coding, Agent Swarm, computer use<\/td><td>H\u1ea1 t\u1ea7ng GPU l\u1edbn ho\u1eb7c API<\/td><td>Agent t\u1ef1 \u0111\u1ed9ng, t\u00e1c v\u1ee5 nhi\u1ec1u b\u01b0\u1edbc<\/td><\/tr><tr><td>3<\/td><td>MiniMax M3<\/td><td>Coding, reasoning, duy\u1ec7t web, computer use<\/td><td>H\u1ea1 t\u1ea7ng GPU l\u1edbn ho\u1eb7c API<\/td><td>L\u1eadp tr\u00ecnh, nghi\u00ean c\u1ee9u, t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/td><\/tr><tr><td>4<\/td><td>DeepSeek V4 Pro<\/td><td>S\u1eeda l\u1ed7i code, suy lu\u1eadn k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u<\/td><td>M\u00e1y ch\u1ee7 GPU l\u1edbn ho\u1eb7c API<\/td><td>Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, coding Agent<\/td><\/tr><tr><td>5<\/td><td>DeepSeek V4 Flash<\/td><td>T\u1ed1c \u0111\u1ed9, chi ph\u00ed, t\u00ecm ki\u1ebfm v\u00e0 ng\u1eef c\u1ea3nh d\u00e0i<\/td><td>M\u00e1y ch\u1ee7 GPU ho\u1eb7c API<\/td><td>Chatbot, RAG, \u1ee9ng d\u1ee5ng quy m\u00f4 l\u1edbn<\/td><\/tr><tr><td>6<\/td><td>NVIDIA Nemotron 3 Ultra<\/td><td>Suy lu\u1eadn Agent, th\u00f4ng l\u01b0\u1ee3ng cao, ng\u1eef c\u1ea3nh 1M<\/td><td>H\u1ea1 t\u1ea7ng NVIDIA chuy\u00ean d\u1ee5ng<\/td><td>Doanh nghi\u1ec7p, Agent d\u00e0i h\u1ea1n<\/td><\/tr><tr><td>7<\/td><td>Qwen3.6-35B-A3B<\/td><td>MoE ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean, \u0111a ph\u01b0\u01a1ng th\u1ee9c<\/td><td>GPU t\u1ea7m trung ho\u1eb7c m\u00e1y ch\u1ee7<\/td><td>RAG, chatbot, coding local<\/td><\/tr><tr><td>8<\/td><td>Mistral Large 3<\/td><td>\u0110a ph\u01b0\u01a1ng th\u1ee9c, \u0111a ng\u00f4n ng\u1eef, Apache 2.0<\/td><td>C\u1ee5m GPU ho\u1eb7c API<\/td><td>Doanh nghi\u1ec7p, \u1ee9ng d\u1ee5ng \u0111a ng\u00f4n ng\u1eef<\/td><\/tr><tr><td>9<\/td><td>Gemma 4 31B<\/td><td>\u0110a ph\u01b0\u01a1ng th\u1ee9c, \u0111a ng\u00f4n ng\u1eef, d\u1ec5 ti\u1ebfp c\u1eadn<\/td><td>M\u00e1y ch\u1ee7 ho\u1eb7c API<\/td><td>Nghi\u00ean c\u1ee9u, RAG, \u1ee9ng d\u1ee5ng n\u1ed9i b\u1ed9<\/td><\/tr><tr><td>10<\/td><td>Llama 4 Maverick<\/td><td>H\u1ec7 sinh th\u00e1i l\u1edbn, \u0111a ph\u01b0\u01a1ng th\u1ee9c, MoE<\/td><td>M\u00e1y ch\u1ee7 GPU ho\u1eb7c API<\/td><td>Fine-tune, nghi\u00ean c\u1ee9u, s\u1ea3n ph\u1ea9m AI<\/td><\/tr><tr><td>11<\/td><td>GPT-OSS 120B v\u00e0 20B<\/td><td>Reasoning, g\u1ecdi c\u00f4ng c\u1ee5, t\u1ef1 l\u01b0u tr\u1eef<\/td><td>GPU 80 GB ho\u1eb7c c\u1ea5u h\u00ecnh kho\u1ea3ng 16\u201320 GB<\/td><td>Agent, coding, ch\u1ea1y local<\/td><\/tr><tr><td>12<\/td><td>DeepSeek-R1<\/td><td>To\u00e1n h\u1ecdc, coding, suy lu\u1eadn nhi\u1ec1u b\u01b0\u1edbc<\/td><td>C\u1ee5m GPU ho\u1eb7c b\u1ea3n Distill<\/td><td>Reasoning, nghi\u00ean c\u1ee9u, l\u1eadp tr\u00ecnh<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea3ng tr\u00ean mang t\u00ednh t\u1ed5ng h\u1ee3p. M\u1ed9t m\u00f4 h\u00ecnh \u0111\u1ee9ng \u1edf v\u1ecb tr\u00ed th\u1ea5p h\u01a1n v\u1eabn c\u00f3 th\u1ec3 mang l\u1ea1i hi\u1ec7u qu\u1ea3 t\u1ed1t h\u01a1n n\u1ebfu ph\u00f9 h\u1ee3p v\u1edbi d\u1eef li\u1ec7u, ph\u1ea7n c\u1ee9ng, ng\u00e2n s\u00e1ch v\u00e0 m\u1ee5c ti\u00eau tri\u1ec3n khai c\u1ee7a d\u1ef1 \u00e1n.<\/p>\n\n\n\n<h3 id=\"1._GLM-5.2_\u2013_M\u00f4_h\u00ecnh_open-weight_to\u00e0n_di\u1ec7n_h\u00e0ng_\u0111\u1ea7u\"><strong>1. GLM-5.2 \u2013 M\u00f4 h\u00ecnh open-weight to\u00e0n di\u1ec7n h\u00e0ng \u0111\u1ea7u<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GLM-5.2 l\u00e0 model ch\u1ee7 l\u1ef1c c\u1ee7a Z.ai, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n cho c\u00e1c t\u00e1c v\u1ee5 k\u00e9o d\u00e0i nh\u01b0 l\u1eadp tr\u00ecnh, nghi\u00ean c\u1ee9u, s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 v\u00e0 v\u1eadn h\u00e0nh AI Agent. Model h\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 1 tri\u1ec7u token, t\u0103ng \u0111\u00e1ng k\u1ec3 so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng phi\u00ean l\u00e0m vi\u1ec7c c\u1ea7n ghi nh\u1edb l\u01b0\u1ee3ng th\u00f4ng tin l\u1edbn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Theo <a href=\"https:\/\/www.vellum.ai\/open-llm-leaderboard\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Vellum Open LLM Leaderboard<\/a>, GLM-5.2 \u0111\u1ea1t 54,7% tr\u00ean Humanity\u2019s Last Exam, 91,2% tr\u00ean GPQA Diamond v\u00e0 81% tr\u00ean Terminal-Bench 2.1. K\u1ebft qu\u1ea3 n\u00e0y gi\u00fap GLM-5.2 n\u1eb1m trong nh\u00f3m open-weight m\u1ea1nh nh\u1ea5t v\u1ec1 n\u0103ng l\u1ef1c t\u1ed5ng th\u1ec3 v\u00e0 s\u1eed d\u1ee5ng terminal t\u1ea1i th\u1eddi \u0111i\u1ec3m c\u1eadp nh\u1eadt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a GLM-5.2:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 1 tri\u1ec7u token.<\/li>\n\n\n\n<li>Kh\u1ea3 n\u0103ng suy lu\u1eadn nhi\u1ec1u b\u01b0\u1edbc t\u1ed1t.<\/li>\n\n\n\n<li>M\u1ea1nh v\u1ec1 l\u1eadp tr\u00ecnh v\u00e0 x\u1eed l\u00fd t\u00e1c v\u1ee5 k\u1ef9 thu\u1eadt.<\/li>\n\n\n\n<li>Hi\u1ec7u qu\u1ea3 cao khi l\u00e0m vi\u1ec7c trong terminal.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 quy tr\u00ecnh Agent k\u00e9o d\u00e0i.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 x\u1eed l\u00fd kho m\u00e3 ngu\u1ed3n v\u00e0 t\u00e0i li\u1ec7u l\u1edbn.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi coding assistant v\u00e0 tr\u1ee3 l\u00fd nghi\u00ean c\u1ee9u.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 s\u1eed d\u1ee5ng th\u00f4ng qua n\u1ec1n t\u1ea3ng Z.ai v\u00e0 API.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-4.png\" alt=\"GLM-5.2 \u2013 M\u00f4 h\u00ecnh open-weight to\u00e0n di\u1ec7n h\u00e0ng \u0111\u1ea7u\" class=\"wp-image-128717\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>GLM-5.2 \u2013 M\u00f4 h\u00ecnh open-weight to\u00e0n di\u1ec7n h\u00e0ng \u0111\u1ea7u<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">GLM-5.2 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng AI Agent, coding assistant, tr\u1ee3 l\u00fd nghi\u00ean c\u1ee9u, RAG quy m\u00f4 l\u1edbn v\u00e0 quy tr\u00ecnh c\u1ea7n x\u1eed l\u00fd nhi\u1ec1u c\u00f4ng c\u1ee5 li\u00ean ti\u1ebfp.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ea1n ch\u1ebf ch\u00ednh n\u1eb1m \u1edf y\u00eau c\u1ea7u t\u00e0i nguy\u00ean. Vi\u1ec7c t\u1ef1 tri\u1ec3n khai phi\u00ean b\u1ea3n \u0111\u1ea7y \u0111\u1ee7 th\u01b0\u1eddng c\u1ea7n h\u1ea1 t\u1ea7ng GPU chuy\u00ean d\u1ee5ng. S\u1eed d\u1ee5ng API s\u1ebd thu\u1eadn ti\u1ec7n h\u01a1n \u0111\u1ed1i v\u1edbi c\u00e1 nh\u00e2n ho\u1eb7c nh\u00f3m ph\u00e1t tri\u1ec3n ch\u01b0a c\u00f3 m\u00e1y ch\u1ee7 ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/glm-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">GLM l\u00e0 g\u00ec? Kh\u00e1m ph\u00e1 d\u00f2ng model AI Trung Qu\u1ed1c \u0111ang g\u00e2y s\u1ed1t<\/a><\/p>\n\n\n\n<h3 id=\"2._Kimi_K2.6_\u2013_N\u1ed5i_b\u1eadt_v\u1ec1_coding_v\u00e0_Agent_Swarm\"><strong>2. Kimi K2.6 \u2013 N\u1ed5i b\u1eadt v\u1ec1 coding v\u00e0 Agent Swarm<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kimi K2.6 l\u00e0 m\u00f4 h\u00ecnh open source c\u1ee7a Moonshot AI, t\u1eadp trung v\u00e0o coding, th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 d\u00e0i h\u1ea1n v\u00e0 \u0111i\u1ec1u ph\u1ed1i nhi\u1ec1u Agent. Model c\u00f3 th\u1ec3 chia m\u1ed9t y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p th\u00e0nh nhi\u1ec1u nhi\u1ec7m v\u1ee5 nh\u1ecf, ph\u00e2n ph\u1ed1i c\u00f4ng vi\u1ec7c v\u00e0 t\u1ed5ng h\u1ee3p k\u1ebft qu\u1ea3 th\u00e0nh s\u1ea3n ph\u1ea9m ho\u00e0n ch\u1ec9nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kimi K2.6 \u0111\u1ea1t 54% tr\u00ean Humanity\u2019s Last Exam, 90,5% tr\u00ean GPQA Diamond, 80,2% tr\u00ean SWE-bench v\u00e0 73,1% tr\u00ean OSWorld theo Vellum. Kh\u1ea3 n\u0103ng x\u1eed l\u00fd giao di\u1ec7n m\u00e1y t\u00ednh v\u00e0 t\u00e1c v\u1ee5 ph\u1ea7n m\u1ec1m gi\u00fap Kimi K2.6 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn \u0111\u00e1ng ch\u00fa \u00fd cho AI Agent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Kimi K2.6:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ea1nh v\u1ec1 l\u1eadp tr\u00ecnh v\u00e0 x\u1eed l\u00fd d\u1ef1 \u00e1n d\u00e0i h\u1ea1n.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 Agent Swarm.<\/li>\n\n\n\n<li>C\u00f3 kh\u1ea3 n\u0103ng \u0111i\u1ec1u ph\u1ed1i nhi\u1ec1u t\u00e1c v\u1ee5 song song.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 \u0111\u1ea7u v\u00e0o v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh v\u00e0 video.<\/li>\n\n\n\n<li>C\u00f3 ch\u1ebf \u0111\u1ed9 suy lu\u1eadn v\u00e0 kh\u00f4ng suy lu\u1eadn.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 256K token.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi computer use v\u00e0 browser Agent.<\/li>\n\n\n\n<li>C\u00f3 tr\u1ecdng s\u1ed1 v\u00e0 m\u00e3 ngu\u1ed3n \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 c\u00f4ng khai.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-5.png\" alt=\"Kimi K2.6 \u2013 N\u1ed5i b\u1eadt v\u1ec1 coding v\u00e0 Agent Swarm\" class=\"wp-image-128718\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Kimi K2.6 \u2013 N\u1ed5i b\u1eadt v\u1ec1 coding v\u00e0 Agent Swarm<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Kimi K2.6 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong coding Agent, Agent duy\u1ec7t web, tr\u1ee3 l\u00fd nghi\u00ean c\u1ee9u, h\u1ec7 th\u1ed1ng t\u1ea1o website v\u00e0 quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec1u b\u01b0\u1edbc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7u qu\u1ea3 c\u1ee7a model ph\u1ee5 thu\u1ed9c kh\u00e1 nhi\u1ec1u v\u00e0o h\u1ec7 th\u1ed1ng c\u00f4ng c\u1ee5 \u0111i k\u00e8m. Nh\u00e0 ph\u00e1t tri\u1ec3n v\u1eabn c\u1ea7n thi\u1ebft l\u1eadp quy\u1ec1n truy c\u1eadp, gi\u1edbi h\u1ea1n h\u00e0nh \u0111\u1ed9ng v\u00e0 c\u01a1 ch\u1ebf x\u00e1c nh\u1eadn \u0111\u1ec3 tr\u00e1nh Agent th\u1ef1c hi\u1ec7n thao t\u00e1c ngo\u00e0i d\u1ef1 ki\u1ebfn.<\/p>\n\n\n\n<h3 id=\"3._MiniMax_M3_\u2013_M\u1ea1nh_v\u1ec1_suy_lu\u1eadn,_coding_v\u00e0_computer_use\"><strong>3. MiniMax M3 \u2013 M\u1ea1nh v\u1ec1 suy lu\u1eadn, coding v\u00e0 computer use<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3 l\u00e0 m\u00f4 h\u00ecnh \u0111a ph\u01b0\u01a1ng th\u1ee9c \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n cho coding, reasoning, AI Agent v\u00e0 x\u1eed l\u00fd t\u00e1c v\u1ee5 tr\u00ean m\u00e1y t\u00ednh. MiniMax \u0111\u1ecbnh h\u01b0\u1edbng d\u00f2ng model n\u00e0y cho c\u00e1c quy tr\u00ecnh d\u00e0i, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 c\u00f4ng vi\u1ec7c c\u1ea7n ph\u1ed1i h\u1ee3p nhi\u1ec1u lo\u1ea1i n\u1ed9i dung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ean Vellum Open LLM Leaderboard, MiniMax M3 \u0111\u1ea1t 93% tr\u00ean GPQA Diamond, 80,5% tr\u00ean SWE-bench, 70,1% tr\u00ean OSWorld v\u00e0 83,5% tr\u00ean BrowseComp. MiniMax M3 \u0111ang d\u1eabn \u0111\u1ea7u nh\u00f3m \u0111\u01b0\u1ee3c Vellum th\u1ed1ng k\u00ea tr\u00ean b\u00e0i ki\u1ec3m tra GPQA Diamond t\u1ea1i th\u1eddi \u0111i\u1ec3m c\u1eadp nh\u1eadt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a MiniMax M3:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u1ea3 n\u0103ng suy lu\u1eadn ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u t\u1ed1t.<\/li>\n\n\n\n<li>M\u1ea1nh v\u1ec1 vi\u1ebft, ph\u00e2n t\u00edch v\u00e0 s\u1eeda code.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 computer use.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 x\u1eed l\u00fd \u0111\u1ea7u v\u00e0o \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi duy\u1ec7t web v\u00e0 nghi\u00ean c\u1ee9u.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 quy tr\u00ecnh Agent nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 x\u1eed l\u00fd kho m\u00e3 ngu\u1ed3n ho\u1eb7c t\u00e0i li\u1ec7u d\u00e0i.<\/li>\n\n\n\n<li>\u0110\u1ea1t k\u1ebft qu\u1ea3 cao tr\u00ean nhi\u1ec1u benchmark Agent.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-6.png\" alt=\"MiniMax M3 \u2013 M\u1ea1nh v\u1ec1 suy lu\u1eadn, coding v\u00e0 computer use\" class=\"wp-image-128719\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-6.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-6-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3 ph\u00f9 h\u1ee3p v\u1edbi coding assistant, Agent \u0111i\u1ec1u khi\u1ec3n m\u00e1y t\u00ednh, h\u1ec7 th\u1ed1ng nghi\u00ean c\u1ee9u, c\u00f4ng c\u1ee5 ki\u1ec3m th\u1eed ph\u1ea7n m\u1ec1m v\u00e0 quy tr\u00ecnh t\u1ed5ng h\u1ee3p th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p ri\u00eang c\u1ee7a MiniMax. Doanh nghi\u1ec7p n\u00ean \u0111\u1ecdc k\u1ef9 \u0111i\u1ec1u kho\u1ea3n v\u1ec1 s\u1eed d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i, ph\u00e2n ph\u1ed1i l\u1ea1i v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 tr\u01b0\u1edbc khi t\u1ef1 tri\u1ec3n khai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/minimax-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">MiniMax l\u00e0 g\u00ec? Gi\u1ea3i m\u00e3 \u201cK\u1ef3 l\u00e2n\u201d AI Trung Qu\u1ed1c&nbsp;<\/a><\/p>\n\n\n\n<h3 id=\"4._DeepSeek_V4_Pro_\u2013_L\u1ef1a_ch\u1ecdn_m\u1ea1nh_cho_ph\u00e1t_tri\u1ec3n_ph\u1ea7n_m\u1ec1m\"><strong>4. DeepSeek V4 Pro \u2013 L\u1ef1a ch\u1ecdn m\u1ea1nh cho ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek V4 Pro l\u00e0 phi\u00ean b\u1ea3n cao c\u1ea5p trong d\u00f2ng DeepSeek V4, t\u1eadp trung v\u00e0o suy lu\u1eadn, coding v\u00e0 x\u1eed l\u00fd t\u00e1c v\u1ee5 Agent ph\u1ee9c t\u1ea1p. Model s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture of Experts v\u1edbi kho\u1ea3ng 1,6 ngh\u00ecn t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 49 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t cho m\u1ed7i token.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Theo Vellum, DeepSeek V4 Pro \u0111\u1ea1t 80,6% tr\u00ean SWE-bench, \u0111\u1ee9ng \u0111\u1ea7u nh\u00f3m model \u0111\u01b0\u1ee3c th\u1ed1ng k\u00ea trong b\u00e0i ki\u1ec3m tra l\u1eadp tr\u00ecnh Agent. Model c\u0169ng \u0111\u1ea1t 90,1% tr\u00ean GPQA Diamond v\u00e0 83,4% tr\u00ean BrowseComp.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a DeepSeek V4 Pro:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ea1nh v\u1ec1 s\u1eeda l\u1ed7i trong d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/li>\n\n\n\n<li>C\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch repository l\u1edbn.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 suy lu\u1eadn k\u1ef9 thu\u1eadt nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 v\u00e0 terminal.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 1 tri\u1ec7u token.<\/li>\n\n\n\n<li>\u0110\u1ea7u ra t\u1ed1i \u0111a c\u00f3 th\u1ec3 \u0111\u1ea1t 384K token qua API.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 ch\u1ebf \u0111\u1ed9 suy lu\u1eadn v\u00e0 kh\u00f4ng suy lu\u1eadn.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 t\u00edch h\u1ee3p th\u00f4ng qua giao di\u1ec7n t\u01b0\u01a1ng th\u00edch OpenAI v\u00e0 Anthropic.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-7.png\" alt=\"DeepSeek V4 Pro \u2013 L\u1ef1a ch\u1ecdn m\u1ea1nh cho ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m\" class=\"wp-image-128720\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-7.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-7-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>DeepSeek V4 Pro \u2013 L\u1ef1a ch\u1ecdn m\u1ea1nh cho ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">DeepSeek V4 Pro ph\u00f9 h\u1ee3p v\u1edbi coding assistant, Agent s\u1eeda l\u1ed7i, c\u00f4ng c\u1ee5 review code, h\u1ec7 th\u1ed1ng refactor v\u00e0 quy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u00f3 nhi\u1ec1u t\u1ec7p li\u00ean quan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Phi\u00ean b\u1ea3n Pro \u01b0u ti\u00ean ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd t\u00e1c v\u1ee5 kh\u00f3. Chi ph\u00ed v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i v\u00ec th\u1ebf c\u00f3 th\u1ec3 cao h\u01a1n phi\u00ean b\u1ea3n Flash.<\/p>\n\n\n\n<h3 id=\"5._DeepSeek_V4_Flash_\u2013_C\u00e2n_b\u1eb1ng_gi\u1eefa_t\u1ed1c_\u0111\u1ed9_v\u00e0_chi_ph\u00ed\"><strong>5. DeepSeek V4 Flash \u2013 C\u00e2n b\u1eb1ng gi\u1eefa t\u1ed1c \u0111\u1ed9 v\u00e0 chi ph\u00ed<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek V4 Flash l\u00e0 phi\u00ean b\u1ea3n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho t\u1ed1c \u0111\u1ed9 v\u00e0 hi\u1ec7u qu\u1ea3 chi ph\u00ed trong d\u00f2ng DeepSeek V4. Model c\u00f3 kho\u1ea3ng 285 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 13 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t cho m\u1ed7i token, th\u1ea5p h\u01a1n \u0111\u00e1ng k\u1ec3 so v\u1edbi phi\u00ean b\u1ea3n Pro.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek V4 Flash \u0111\u1ea1t 51,6% tr\u00ean Humanity\u2019s Last Exam, 88,1% tr\u00ean GPQA Diamond, 79% tr\u00ean SWE-bench v\u00e0 85,9% tr\u00ean BrowseComp. K\u1ebft qu\u1ea3 BrowseComp gi\u00fap phi\u00ean b\u1ea3n Flash d\u1eabn \u0111\u1ea7u nh\u00f3m model \u0111\u01b0\u1ee3c Vellum th\u1ed1ng k\u00ea v\u1ec1 kh\u1ea3 n\u0103ng duy\u1ec7t web v\u00e0 t\u00ecm ki\u1ebfm th\u00f4ng tin.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a DeepSeek V4 Flash:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i t\u1ed1t.<\/li>\n\n\n\n<li>Chi ph\u00ed th\u1ea5p h\u01a1n phi\u00ean b\u1ea3n Pro.<\/li>\n\n\n\n<li>M\u1ea1nh v\u1ec1 t\u00ecm ki\u1ebfm v\u00e0 t\u1ed5ng h\u1ee3p th\u00f4ng tin.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 coding v\u00e0 reasoning.<\/li>\n\n\n\n<li>C\u00f3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 1 tri\u1ec7u token.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 tool calling v\u00e0 JSON Output.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng c\u00f3 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 k\u1ebft n\u1ed1i v\u1edbi coding Agent ph\u1ed5 bi\u1ebfn.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek V4 Flash ph\u00f9 h\u1ee3p v\u1edbi chatbot, RAG, Agent t\u00ecm ki\u1ebfm, h\u1ec7 th\u1ed1ng h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u v\u00e0 \u1ee9ng d\u1ee5ng AI quy m\u00f4 l\u1edbn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi d\u1ef1 \u00e1n y\u00eau c\u1ea7u s\u1eeda code ho\u1eb7c x\u1eed l\u00fd k\u1ef9 thu\u1eadt \u1edf m\u1ee9c chuy\u00ean s\u00e2u, phi\u00ean b\u1ea3n Pro s\u1ebd ph\u00f9 h\u1ee3p h\u01a1n. Khi t\u1ed1c \u0111\u1ed9, th\u00f4ng l\u01b0\u1ee3ng v\u00e0 chi ph\u00ed \u0111\u01b0\u1ee3c \u01b0u ti\u00ean, phi\u00ean b\u1ea3n Flash mang l\u1ea1i s\u1ef1 c\u00e2n b\u1eb1ng t\u1ed1t h\u01a1n.<\/p>\n\n\n\n<h3 id=\"6._NVIDIA_Nemotron_3_Ultra_\u2013_T\u1ed1i_\u01b0u_cho_Agent_quy_m\u00f4_l\u1edbn\"><strong>6. NVIDIA Nemotron 3 Ultra \u2013 T\u1ed1i \u01b0u cho Agent quy m\u00f4 l\u1edbn<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA Nemotron 3 Ultra l\u00e0 m\u00f4 h\u00ecnh m\u1edf \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho suy lu\u1eadn Agent, coding, l\u1eadp k\u1ebf ho\u1ea1ch d\u00e0i h\u1ea1n v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5. Model c\u00f3 kho\u1ea3ng 550 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 55 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t, s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac MoE k\u1ebft h\u1ee3p Mamba v\u00e0 Transformer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nemotron 3 Ultra h\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh l\u00ean \u0111\u1ebfn 1 tri\u1ec7u token. NVIDIA c\u00f4ng b\u1ed1 c\u1ea3 checkpoint c\u01a1 s\u1edf, checkpoint sau hu\u1ea5n luy\u1ec7n, b\u1ea3n l\u01b0\u1ee3ng t\u1eed h\u00f3a, d\u1eef li\u1ec7u v\u00e0 c\u00f4ng th\u1ee9c hu\u1ea5n luy\u1ec7n nh\u1eb1m h\u1ed7 tr\u1ee3 ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u v\u00e0 tri\u1ec3n khai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a NVIDIA Nemotron 3 Ultra:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>550 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 55 t\u1ef7 tham s\u1ed1 k\u00edch ho\u1ea1t.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 1 tri\u1ec7u token.<\/li>\n\n\n\n<li>T\u1ed1i \u01b0u cho reasoning v\u00e0 Agent d\u00e0i h\u1ea1n.<\/li>\n\n\n\n<li>M\u1ea1nh v\u1ec1 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 \u0111i\u1ec1u ph\u1ed1i Agent.<\/li>\n\n\n\n<li>C\u00f3 th\u00f4ng l\u01b0\u1ee3ng cao tr\u00ean ph\u1ea7n c\u1ee9ng NVIDIA.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 coding v\u00e0 tool calling.<\/li>\n\n\n\n<li>C\u00f3 checkpoint l\u01b0\u1ee3ng t\u1eed h\u00f3a.<\/li>\n\n\n\n<li>T\u00edch h\u1ee3p v\u1edbi vLLM, SGLang v\u00e0 TensorRT-LLM.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-8.png\" alt=\"NVIDIA Nemotron 3 Ultra \u2013 T\u1ed1i \u01b0u cho Agent quy m\u00f4 l\u1edbn\" class=\"wp-image-128721\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-8.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-8-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>NVIDIA Nemotron 3 Ultra \u2013 T\u1ed1i \u01b0u cho Agent quy m\u00f4 l\u1edbn<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Nemotron 3 Ultra ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng Agent doanh nghi\u1ec7p, trung t\u00e2m d\u1eef li\u1ec7u, n\u1ec1n t\u1ea3ng nghi\u00ean c\u1ee9u v\u00e0 t\u1ed5 ch\u1ee9c \u0111\u00e3 \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng NVIDIA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u1ef1a ch\u1ecdn th\u1ef1c t\u1ebf cho m\u00e1y t\u00ednh c\u00e1 nh\u00e2n ph\u1ed5 th\u00f4ng. Gi\u00e1 tr\u1ecb ch\u00ednh n\u1eb1m \u1edf kh\u1ea3 n\u0103ng tri\u1ec3n khai quy m\u00f4 l\u1edbn, th\u00f4ng l\u01b0\u1ee3ng cao v\u00e0 m\u1ee9c \u0111\u1ed9 t\u1ed1i \u01b0u s\u00e2u cho ph\u1ea7n c\u1ee9ng NVIDIA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/nvidia-nemotron-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA Nemotron l\u00e0 g\u00ec? Model AI m\u1edf \u0111ang thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i Agentic AI&nbsp;<\/a><\/p>\n\n\n\n<h3 id=\"7._Qwen3.6-35B-A3B_\u2013_Hi\u1ec7u_n\u0103ng_t\u1ed1t_v\u1edbi_s\u1ed1_tham_s\u1ed1_k\u00edch_ho\u1ea1t_th\u1ea5p\"><strong>7. Qwen3.6-35B-A3B \u2013 Hi\u1ec7u n\u0103ng t\u1ed1t v\u1edbi s\u1ed1 tham s\u1ed1 k\u00edch ho\u1ea1t th\u1ea5p<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.6-35B-A3B l\u00e0 m\u00f4 h\u00ecnh MoE thu\u1ed9c h\u1ec7 sinh th\u00e1i Qwen c\u1ee7a Alibaba. Model c\u00f3 kho\u1ea3ng 35 t\u1ef7 tham s\u1ed1 t\u1ed5ng nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 3 t\u1ef7 tham s\u1ed1 trong m\u1ed7i l\u01b0\u1ee3t x\u1eed l\u00fd, gi\u00fap gi\u1ea3m y\u00eau c\u1ea7u t\u00ednh to\u00e1n so v\u1edbi model dense c\u00f9ng quy m\u00f4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model h\u1ed7 tr\u1ee3 c\u00e1c t\u00e1c v\u1ee5 coding, reasoning, s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 v\u00e0 x\u1eed l\u00fd \u0111\u1ea7u v\u00e0o \u0111a ph\u01b0\u01a1ng th\u1ee9c. C\u00e1c b\u1ea3n l\u01b0\u1ee3ng t\u1eed h\u00f3a c\u0169ng c\u00f3 th\u1ec3 x\u1eed l\u00fd h\u00ecnh \u1ea3nh v\u00e0 video trong Qwen Code, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho ho\u1ea1t \u0111\u1ed9ng tri\u1ec3n khai tr\u00ean ph\u1ea7n c\u1ee9ng nh\u1ecf h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Qwen3.6-35B-A3B:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kho\u1ea3ng 35 t\u1ef7 tham s\u1ed1 t\u1ed5ng.<\/li>\n\n\n\n<li>Ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 3 t\u1ef7 tham s\u1ed1.<\/li>\n\n\n\n<li>Ki\u1ebfn tr\u00fac sparse MoE ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 coding v\u00e0 reasoning.<\/li>\n\n\n\n<li>C\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd h\u00ecnh \u1ea3nh v\u00e0 video.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng RAG.<\/li>\n\n\n\n<li>C\u00f3 nhi\u1ec1u phi\u00ean b\u1ea3n l\u01b0\u1ee3ng t\u1eed h\u00f3a.<\/li>\n\n\n\n<li>Ph\u00e1t h\u00e0nh theo gi\u1ea5y ph\u00e9p Apache 2.0.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-9.png\" alt=\"Qwen3.6-35B-A3B \u2013 Hi\u1ec7u n\u0103ng t\u1ed1t v\u1edbi s\u1ed1 tham s\u1ed1 k\u00edch ho\u1ea1t th\u1ea5p\" class=\"wp-image-128722\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-9.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-9-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Qwen3.6-35B-A3B \u2013 Hi\u1ec7u n\u0103ng t\u1ed1t v\u1edbi s\u1ed1 tham s\u1ed1 k\u00edch ho\u1ea1t th\u1ea5p<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Qwen3.6-35B-A3B ph\u00f9 h\u1ee3p v\u1edbi chatbot \u0111a ng\u00f4n ng\u1eef, RAG n\u1ed9i b\u1ed9, coding assistant v\u00e0 d\u1ef1 \u00e1n mu\u1ed1n t\u1ef1 tri\u1ec3n khai tr\u00ean m\u00e1y ch\u1ee7 GPU t\u1ea7m trung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u1ea5t l\u01b0\u1ee3ng t\u1ed5ng th\u1ec3 c\u00f3 th\u1ec3 ch\u01b0a \u0111\u1ea1t m\u1ee9c c\u1ee7a c\u00e1c model h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 \u0111\u1ee9ng \u0111\u1ea7u b\u1ea3ng. B\u00f9 l\u1ea1i, y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng v\u00e0 chi ph\u00ed v\u1eadn h\u00e0nh d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n.<\/p>\n\n\n\n<h3 id=\"8._Mistral_Large_3_\u2013_Model_\u0111a_ph\u01b0\u01a1ng_th\u1ee9c_d\u00e0nh_cho_doanh_nghi\u1ec7p\"><strong>8. Mistral Large 3 \u2013 Model \u0111a ph\u01b0\u01a1ng th\u1ee9c d\u00e0nh cho doanh nghi\u1ec7p<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Mistral Large 3 l\u00e0 m\u00f4 h\u00ecnh open-weight \u0111a ph\u01b0\u01a1ng th\u1ee9c c\u1ee7a Mistral AI. Model s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture of Experts v\u1edbi kho\u1ea3ng 675 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 41 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t trong m\u1ed7i l\u01b0\u1ee3t x\u1eed l\u00fd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model h\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 256K token v\u00e0 \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng cho c\u00e1c t\u00e1c v\u1ee5 t\u1ed5ng qu\u00e1t nh\u01b0 t\u1ea1o n\u1ed9i dung, l\u1eadp tr\u00ecnh, ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 v\u00e0 x\u1eed l\u00fd t\u00e0i li\u1ec7u doanh nghi\u1ec7p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Mistral Large 3:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kho\u1ea3ng 675 t\u1ef7 tham s\u1ed1 t\u1ed5ng.<\/li>\n\n\n\n<li>Kho\u1ea3ng 41 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh.<\/li>\n\n\n\n<li>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 256K token.<\/li>\n\n\n\n<li>Kh\u1ea3 n\u0103ng \u0111a ng\u00f4n ng\u1eef t\u1ed1t.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi coding v\u00e0 tool use.<\/li>\n\n\n\n<li>C\u00f3 tr\u1ecdng s\u1ed1 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1.<\/li>\n\n\n\n<li>S\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p Apache 2.0.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-10.png\" alt=\"Mistral Large 3 \u2013 Model \u0111a ph\u01b0\u01a1ng th\u1ee9c d\u00e0nh cho doanh nghi\u1ec7p\" class=\"wp-image-128723\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-10.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-10-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Mistral Large 3 \u2013 Model \u0111a ph\u01b0\u01a1ng th\u1ee9c d\u00e0nh cho doanh nghi\u1ec7p<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Mistral Large 3 ph\u00f9 h\u1ee3p v\u1edbi chatbot \u0111a ng\u00f4n ng\u1eef, h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch t\u00e0i li\u1ec7u, tr\u1ee3 l\u00fd n\u1ed9i b\u1ed9 v\u00e0 \u1ee9ng d\u1ee5ng AI d\u00e0nh cho doanh nghi\u1ec7p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u01afu \u0111i\u1ec3m quan tr\u1ecdng c\u1ee7a model n\u1eb1m \u1edf gi\u1ea5y ph\u00e9p t\u01b0\u01a1ng \u0111\u1ed1i linh ho\u1ea1t v\u00e0 h\u1ec7 sinh th\u00e1i Mistral. Tuy nhi\u00ean, phi\u00ean b\u1ea3n \u0111\u1ea7y \u0111\u1ee7 v\u1eabn c\u1ea7n c\u1ee5m GPU l\u1edbn n\u1ebfu doanh nghi\u1ec7p mu\u1ed1n t\u1ef1 l\u01b0u tr\u1eef.<\/p>\n\n\n\n<h3 id=\"9._Gemma_4_31B_\u2013_L\u1ef1a_ch\u1ecdn_\u0111a_ph\u01b0\u01a1ng_th\u1ee9c_linh_ho\u1ea1t_t\u1eeb_Google\"><strong>9. Gemma 4 31B \u2013 L\u1ef1a ch\u1ecdn \u0111a ph\u01b0\u01a1ng th\u1ee9c linh ho\u1ea1t t\u1eeb Google<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Gemma 4 31B l\u00e0 model dense thu\u1ed9c d\u00f2ng Gemma 4 c\u1ee7a Google DeepMind. Model \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 c\u00e2n b\u1eb1ng gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng c\u1ea5p m\u00e1y ch\u1ee7 v\u00e0 kh\u1ea3 n\u0103ng tri\u1ec3n khai d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n so v\u1edbi c\u00e1c model MoE h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemma 4 h\u1ed7 tr\u1ee3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh, \u0111\u1ea7u ra d\u1ea1ng v\u0103n b\u1ea3n, h\u01a1n 140 ng\u00f4n ng\u1eef v\u00e0 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh l\u00ean \u0111\u1ebfn 256K token. D\u00f2ng Gemma 4 c\u00f2n c\u00f3 nhi\u1ec1u phi\u00ean b\u1ea3n kh\u00e1c nhau, t\u1eeb model nh\u1ecf cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng \u0111\u1ebfn phi\u00ean b\u1ea3n 31B d\u00e0nh cho m\u00e1y ch\u1ee7.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Gemma 4 31B:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ki\u1ebfn tr\u00fac dense 31 t\u1ef7 tham s\u1ed1.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 \u0111\u1ea7u v\u00e0o v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 h\u01a1n 140 ng\u00f4n ng\u1eef.<\/li>\n\n\n\n<li>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh l\u00ean \u0111\u1ebfn 256K token.<\/li>\n\n\n\n<li>C\u00f3 phi\u00ean b\u1ea3n pre-trained v\u00e0 instruction-tuned.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 function calling.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 s\u1eed d\u1ee5ng qua Gemini API.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi RAG v\u00e0 ph\u00e2n t\u00edch t\u00e0i li\u1ec7u.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-11.png\" alt=\"Gemma 4 31B \u2013 L\u1ef1a ch\u1ecdn \u0111a ph\u01b0\u01a1ng th\u1ee9c linh ho\u1ea1t t\u1eeb Google\" class=\"wp-image-128724\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-11.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-11-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Gemma 4 31B \u2013 L\u1ef1a ch\u1ecdn \u0111a ph\u01b0\u01a1ng th\u1ee9c linh ho\u1ea1t t\u1eeb Google<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Gemma 4 31B ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u, chatbot n\u1ed9i b\u1ed9, RAG, x\u1eed l\u00fd h\u00ecnh \u1ea3nh k\u1ebft h\u1ee3p v\u0103n b\u1ea3n v\u00e0 \u1ee9ng d\u1ee5ng \u0111ang s\u1eed d\u1ee5ng h\u1ec7 sinh th\u00e1i Google.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemma s\u1eed d\u1ee5ng \u0111i\u1ec1u kho\u1ea3n gi\u1ea5y ph\u00e9p ri\u00eang c\u1ee7a Google. Doanh nghi\u1ec7p c\u1ea7n ki\u1ec3m tra ph\u1ea1m vi s\u1eed d\u1ee5ng tr\u01b0\u1edbc khi t\u00edch h\u1ee3p model v\u00e0o s\u1ea3n ph\u1ea9m th\u01b0\u01a1ng m\u1ea1i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/gemma-4-la-gi\/\" target=\"_blank\" data-type=\"post\" data-id=\"124346\" rel=\"noreferrer noopener\">Gemma 4 l\u00e0 g\u00ec?<\/a><\/p>\n\n\n\n<h3 id=\"10._Llama_4_Maverick_\u2013_H\u1ec7_sinh_th\u00e1i_l\u1edbn_v\u00e0_kh\u1ea3_n\u0103ng_\u0111a_ph\u01b0\u01a1ng_th\u1ee9c\"><strong>10. Llama 4 Maverick \u2013 H\u1ec7 sinh th\u00e1i l\u1edbn v\u00e0 kh\u1ea3 n\u0103ng \u0111a ph\u01b0\u01a1ng th\u1ee9c<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Llama 4 Maverick l\u00e0 model open-weight \u0111a ph\u01b0\u01a1ng th\u1ee9c c\u1ee7a Meta. Model s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture of Experts v\u1edbi 17 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t v\u00e0 128 chuy\u00ean gia.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u1ee3i th\u1ebf quan tr\u1ecdng c\u1ee7a Llama 4 Maverick n\u1eb1m \u1edf h\u1ec7 sinh th\u00e1i r\u1ed9ng. Nhi\u1ec1u c\u00f4ng c\u1ee5 fine-tune, n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y, th\u01b0 vi\u1ec7n AI v\u00e0 d\u1ecbch v\u1ee5 suy lu\u1eadn \u0111\u00e3 h\u1ed7 tr\u1ee3 d\u00f2ng Llama, gi\u00fap ho\u1ea1t \u0111\u1ed9ng th\u1eed nghi\u1ec7m v\u00e0 tri\u1ec3n khai thu\u1eadn ti\u1ec7n h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Llama 4 Maverick:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ki\u1ebfn tr\u00fac Mixture of Experts.<\/li>\n\n\n\n<li>Kho\u1ea3ng 17 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t.<\/li>\n\n\n\n<li>C\u00f3 128 chuy\u00ean gia.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh.<\/li>\n\n\n\n<li>C\u00f3 h\u1ec7 sinh th\u00e1i tri\u1ec3n khai r\u1ed9ng.<\/li>\n\n\n\n<li>D\u1ec5 t\u00ecm t\u00e0i li\u1ec7u v\u00e0 c\u00f4ng c\u1ee5 fine-tune.<\/li>\n\n\n\n<li>\u0110\u01b0\u1ee3c nhi\u1ec1u n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y h\u1ed7 tr\u1ee3.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi s\u1ea3n ph\u1ea9m AI c\u1ea7n t\u00f9y ch\u1ec9nh.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-12.png\" alt=\"Llama 4 Maverick \u2013 H\u1ec7 sinh th\u00e1i l\u1edbn v\u00e0 kh\u1ea3 n\u0103ng \u0111a ph\u01b0\u01a1ng th\u1ee9c\" class=\"wp-image-128725\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-12.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-12-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Llama 4 Maverick \u2013 H\u1ec7 sinh th\u00e1i l\u1edbn v\u00e0 kh\u1ea3 n\u0103ng \u0111a ph\u01b0\u01a1ng th\u1ee9c<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Llama 4 Maverick ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u, fine-tune, chatbot \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 d\u1ef1 \u00e1n c\u1ea7n nhi\u1ec1u l\u1ef1a ch\u1ecdn nh\u00e0 cung c\u1ea5p h\u1ea1 t\u1ea7ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p c\u1ed9ng \u0111\u1ed3ng ri\u00eang c\u1ee7a Meta, kh\u00f4ng ph\u1ea3i Apache 2.0 ho\u1eb7c MIT. Doanh nghi\u1ec7p c\u1ea7n \u0111\u1ecdc k\u1ef9 \u0111i\u1ec1u kho\u1ea3n, \u0111\u1eb7c bi\u1ec7t khi cung c\u1ea5p model d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 ho\u1eb7c tri\u1ec3n khai \u1edf quy m\u00f4 l\u1edbn.<\/p>\n\n\n\n<h3 id=\"11._GPT-OSS_120B_v\u00e0_GPT-OSS_20B_\u2013_Hai_model_open-weight_c\u1ee7a_OpenAI\"><strong>11. GPT-OSS 120B v\u00e0 GPT-OSS 20B \u2013 Hai model open-weight c\u1ee7a OpenAI<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GPT-OSS l\u00e0 d\u00f2ng m\u00f4 h\u00ecnh reasoning open-weight do OpenAI ph\u00e1t h\u00e0nh, bao g\u1ed3m hai phi\u00ean b\u1ea3n ch\u00ednh l\u00e0 GPT-OSS 120B v\u00e0 GPT-OSS 20B. C\u1ea3 hai \u0111\u1ec1u s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture of Experts, h\u1ed7 tr\u1ee3 suy lu\u1eadn, function calling, Structured Outputs, t\u00ecm ki\u1ebfm web v\u00e0 th\u1ef1c thi Python trong quy tr\u00ecnh Agent. C\u00e1c model \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh theo gi\u1ea5y ph\u00e9p Apache 2.0.<\/p>\n\n\n\n<h4 id=\"GPT-OSS_120B\"><strong>GPT-OSS 120B<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">GPT-OSS 120B c\u00f3 kho\u1ea3ng 117 t\u1ef7 tham s\u1ed1 t\u1ed5ng nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 5,1 t\u1ef7 tham s\u1ed1 cho m\u1ed7i token. Model c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u00ean m\u1ed9t GPU H100 80 GB khi s\u1eed d\u1ee5ng \u0111\u1ecbnh d\u1ea1ng MXFP4 ph\u00f9 h\u1ee3p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Phi\u00ean b\u1ea3n 120B ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng reasoning, coding assistant, Agent g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p c\u1ea7n t\u1ef1 l\u01b0u tr\u1eef d\u1eef li\u1ec7u.<\/p>\n\n\n\n<h4 id=\"GPT-OSS_20B\"><strong>GPT-OSS 20B<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">GPT-OSS 20B c\u00f3 kho\u1ea3ng 21 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 3,6 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t cho m\u1ed7i token. OpenAI \u0111\u1ecbnh v\u1ecb phi\u00ean b\u1ea3n n\u00e0y cho nhu c\u1ea7u ph\u1ea3n h\u1ed3i \u0111\u1ed9 tr\u1ec5 th\u1ea5p, ch\u1ea1y local v\u00e0 c\u00e1c t\u00e1c v\u1ee5 chuy\u00ean bi\u1ec7t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00f9y framework v\u00e0 \u0111\u1ecbnh d\u1ea1ng tr\u1ecdng s\u1ed1, GPT-OSS 20B c\u1ea7n kho\u1ea3ng 16\u201320 GB b\u1ed9 nh\u1edb. H\u01b0\u1edbng d\u1eabn TensorRT-LLM c\u1ee7a OpenAI khuy\u1ebfn ngh\u1ecb GPU NVIDIA c\u00f3 \u00edt nh\u1ea5t 20 GB VRAM.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a d\u00f2ng GPT-OSS:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00f3 hai phi\u00ean b\u1ea3n 120B v\u00e0 20B.<\/li>\n\n\n\n<li>S\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac MoE.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 \u0111i\u1ec1u ch\u1ec9nh m\u1ee9c \u0111\u1ed9 suy lu\u1eadn.<\/li>\n\n\n\n<li>C\u00f3 function calling.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 Structured Outputs.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi Agent s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5.<\/li>\n\n\n\n<li>Cho ph\u00e9p fine-tune.<\/li>\n\n\n\n<li>S\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p Apache 2.0.<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 tri\u1ec3n khai b\u1eb1ng Transformers ho\u1eb7c vLLM.<\/li>\n\n\n\n<li>Ch\u1ec9 h\u1ed7 tr\u1ee3 \u0111\u1ea7u v\u00e0o v\u00e0 \u0111\u1ea7u ra d\u1ea1ng v\u0103n b\u1ea3n.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-13.png\" alt=\"GPT-OSS 120B v\u00e0 GPT-OSS 20B \u2013 Hai model open-weight c\u1ee7a OpenAI\" class=\"wp-image-128726\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-13.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-13-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>GPT-OSS 120B v\u00e0 GPT-OSS 20B \u2013 Hai model open-weight c\u1ee7a OpenAI<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Theo Vellum, GPT-OSS 120B \u0111\u1ea1t 14,9% v\u00e0 GPT-OSS 20B \u0111\u1ea1t 10,9% tr\u00ean Humanity\u2019s Last Exam. \u0110i\u1ec3m s\u1ed1 n\u00e0y th\u1ea5p h\u01a1n c\u00e1c model open-weight th\u1ebf h\u1ec7 m\u1edbi \u0111\u1ee9ng \u0111\u1ea7u b\u1ea3ng, nh\u01b0ng l\u1ee3i th\u1ebf c\u1ee7a GPT-OSS n\u1eb1m \u1edf gi\u1ea5y ph\u00e9p, kh\u1ea3 n\u0103ng t\u1ef1 tri\u1ec3n khai v\u00e0 b\u1ed9 t\u00ednh n\u0103ng d\u00e0nh cho Agent.<\/p>\n\n\n\n<h3 id=\"12._DeepSeek-R1_\u2013_Model_reasoning_c\u00f3_h\u1ec7_sinh_th\u00e1i_r\u1ed9ng\"><strong>12. DeepSeek-R1 \u2013 Model reasoning c\u00f3 h\u1ec7 sinh th\u00e1i r\u1ed9ng<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-R1 l\u00e0 m\u00f4 h\u00ecnh t\u1eadp trung v\u00e0o suy lu\u1eadn nhi\u1ec1u b\u01b0\u1edbc, to\u00e1n h\u1ecdc v\u00e0 l\u1eadp tr\u00ecnh. Phi\u00ean b\u1ea3n \u0111\u1ea7y \u0111\u1ee7 s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture of Experts v\u1edbi 671 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 kho\u1ea3ng 37 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t cho m\u1ed7i token.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00ean c\u1ea1nh phi\u00ean b\u1ea3n \u0111\u1ea7y \u0111\u1ee7, DeepSeek ph\u00e1t h\u00e0nh s\u00e1u b\u1ea3n Distill d\u1ef1a tr\u00ean Qwen v\u00e0 Llama v\u1edbi quy m\u00f4 t\u1eeb 1.5B \u0111\u1ebfn 70B. C\u00e1c phi\u00ean b\u1ea3n nh\u1ecf gi\u00fap ng\u01b0\u1eddi d\u00f9ng tr\u1ea3i nghi\u1ec7m reasoning tr\u00ean m\u00e1y ch\u1ee7 v\u1eeba, m\u00e1y tr\u1ea1m ho\u1eb7c m\u00e1y t\u00ednh c\u00e1 nh\u00e2n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a DeepSeek-R1:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ea1nh v\u1ec1 to\u00e1n h\u1ecdc v\u00e0 suy lu\u1eadn logic.<\/li>\n\n\n\n<li>Ph\u00f9 h\u1ee3p v\u1edbi coding v\u00e0 ph\u00e2n t\u00edch thu\u1eadt to\u00e1n.<\/li>\n\n\n\n<li>C\u00f3 671 t\u1ef7 tham s\u1ed1 t\u1ed5ng.<\/li>\n\n\n\n<li>Kho\u1ea3ng 37 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 128K token.<\/li>\n\n\n\n<li>C\u00f3 nhi\u1ec1u phi\u00ean b\u1ea3n Distill.<\/li>\n\n\n\n<li>\u0110\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi nhi\u1ec1u c\u00f4ng c\u1ee5 ch\u1ea1y local.<\/li>\n\n\n\n<li>Phi\u00ean b\u1ea3n \u0111\u1ea7y \u0111\u1ee7 s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p MIT.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-R1 ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u reasoning, gi\u1ea3i to\u00e1n, ph\u00e2n t\u00edch khoa h\u1ecdc, vi\u1ebft code v\u00e0 c\u00e1c d\u1ef1 \u00e1n mu\u1ed1n th\u1eed nghi\u1ec7m model nh\u1ecf th\u00f4ng qua b\u1ea3n Distill.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Theo Vellum, DeepSeek-R1 \u0111\u1ea1t 8,6% tr\u00ean Humanity\u2019s Last Exam. Model kh\u00f4ng c\u00f2n d\u1eabn \u0111\u1ea7u c\u00e1c benchmark t\u1ed5ng th\u1ec3 m\u1edbi nh\u1ea5t, nh\u01b0ng h\u1ec7 sinh th\u00e1i r\u1ed9ng, gi\u1ea5y ph\u00e9p linh ho\u1ea1t v\u00e0 nhi\u1ec1u phi\u00ean b\u1ea3n Distill v\u1eabn mang l\u1ea1i gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<h2 id=\"N\u00ean_ch\u1ecdn_m\u00f4_h\u00ecnh_LLM_Open_Source_n\u00e0o?\"><strong>N\u00ean ch\u1ecdn m\u00f4 h\u00ecnh LLM Open Source n\u00e0o?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng c\u00f3 m\u00f4 h\u00ecnh LLM open source ph\u00f9 h\u1ee3p v\u1edbi m\u1ecdi nhu c\u1ea7u. Ng\u01b0\u1eddi d\u00f9ng n\u00ean l\u1ef1a ch\u1ecdn d\u1ef1a tr\u00ean m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng, ph\u1ea7n c\u1ee9ng, ng\u00e2n s\u00e1ch v\u00e0 y\u00eau c\u1ea7u b\u1ea3o m\u1eadt d\u1eef li\u1ec7u.<\/p>\n\n\n\n<h3 id=\"LLM_ph\u00f9_h\u1ee3p_cho_l\u1eadp_tr\u00ecnh\"><strong>LLM ph\u00f9 h\u1ee3p cho l\u1eadp tr\u00ecnh<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek V4 Pro:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi s\u1eeda l\u1ed7i, ph\u00e2n t\u00edch repository v\u00e0 x\u1eed l\u00fd d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m ph\u1ee9c t\u1ea1p.<\/li>\n\n\n\n<li><strong>Kimi K2.6:<\/strong> Th\u00edch h\u1ee3p v\u1edbi coding Agent, s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 v\u00e0 th\u1ef1c hi\u1ec7n quy tr\u00ecnh nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>MiniMax M3:<\/strong> M\u1ea1nh v\u1ec1 l\u1eadp tr\u00ecnh k\u1ebft h\u1ee3p \u0111i\u1ec1u khi\u1ec3n m\u00e1y t\u00ednh.<\/li>\n\n\n\n<li><strong>GLM-5.2:<\/strong> C\u00e2n b\u1eb1ng gi\u1eefa coding, suy lu\u1eadn v\u00e0 thao t\u00e1c trong terminal.<\/li>\n\n\n\n<li><strong>GPT-OSS 120B:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi coding assistant c\u1ea7n t\u1ef1 l\u01b0u tr\u1eef v\u00e0 t\u00edch h\u1ee3p c\u00f4ng c\u1ee5.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"LLM_ph\u00f9_h\u1ee3p_cho_AI_Agent\"><strong>LLM ph\u00f9 h\u1ee3p cho AI Agent<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kimi K2.6:<\/strong> N\u1ed5i b\u1eadt v\u1ec1 l\u1eadp k\u1ebf ho\u1ea1ch, ph\u1ed1i h\u1ee3p t\u00e1c v\u1ee5 v\u00e0 \u0111i\u1ec1u khi\u1ec3n m\u00e1y t\u00ednh.<\/li>\n\n\n\n<li><strong>GLM-5.2:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi Agent k\u1ef9 thu\u1eadt, nghi\u00ean c\u1ee9u v\u00e0 x\u1eed l\u00fd quy tr\u00ecnh d\u00e0i.<\/li>\n\n\n\n<li><strong>MiniMax M3:<\/strong> Th\u00edch h\u1ee3p v\u1edbi Agent \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 t\u00e1c v\u1ee5 tr\u00ean giao di\u1ec7n.<\/li>\n\n\n\n<li><strong>NVIDIA Nemotron 3 Ultra:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng Agent doanh nghi\u1ec7p c\u00f3 quy m\u00f4 l\u1edbn.<\/li>\n\n\n\n<li><strong>GPT-OSS 120B:<\/strong> H\u1ed7 tr\u1ee3 function calling, Structured Outputs v\u00e0 k\u1ebft n\u1ed1i c\u00f4ng c\u1ee5.<\/li>\n\n\n\n<li><strong>DeepSeek V4 Flash:<\/strong> Th\u00edch h\u1ee3p v\u1edbi Agent t\u00ecm ki\u1ebfm v\u00e0 x\u1eed l\u00fd l\u01b0\u1ee3ng y\u00eau c\u1ea7u l\u1edbn.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-14.png\" alt=\"N\u00ean ch\u1ecdn m\u00f4 h\u00ecnh LLM Open Source n\u00e0o?\" class=\"wp-image-128727\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-14.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-14-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>N\u00ean ch\u1ecdn m\u00f4 h\u00ecnh LLM Open Source n\u00e0o?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"LLM_ph\u00f9_h\u1ee3p_\u0111\u1ec3_ch\u1ea1y_local\"><strong>LLM ph\u00f9 h\u1ee3p \u0111\u1ec3 ch\u1ea1y local<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GPT-OSS 20B:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi m\u00e1y c\u00f3 kho\u1ea3ng 16\u201320 GB b\u1ed9 nh\u1edb trong c\u1ea5u h\u00ecnh t\u01b0\u01a1ng th\u00edch.<\/li>\n\n\n\n<li><strong>DeepSeek-R1 Distill:<\/strong> C\u00f3 nhi\u1ec1u phi\u00ean b\u1ea3n t\u1eeb 1.5B \u0111\u1ebfn 70B \u0111\u1ec3 l\u1ef1a ch\u1ecdn theo ph\u1ea7n c\u1ee9ng.<\/li>\n\n\n\n<li><strong>Qwen3.6-35B-A3B:<\/strong> C\u00f3 ki\u1ebfn tr\u00fac MoE, gi\u00fap gi\u1ea3m l\u01b0\u1ee3ng t\u00e0i nguy\u00ean c\u1ea7n s\u1eed d\u1ee5ng.<\/li>\n\n\n\n<li><strong>Gemma 4:<\/strong> Cung c\u1ea5p nhi\u1ec1u k\u00edch th\u01b0\u1edbc, ph\u00f9 h\u1ee3p v\u1edbi h\u1ecdc t\u1eadp v\u00e0 th\u1eed nghi\u1ec7m.<\/li>\n\n\n\n<li><strong>Llama 4 ho\u1eb7c c\u00e1c b\u1ea3n l\u01b0\u1ee3ng t\u1eed h\u00f3a:<\/strong> C\u00f3 c\u1ed9ng \u0111\u1ed3ng l\u1edbn v\u00e0 nhi\u1ec1u c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e1y t\u00ednh ph\u1ed5 th\u00f4ng n\u00ean \u01b0u ti\u00ean model nh\u1ecf ho\u1eb7c phi\u00ean b\u1ea3n l\u01b0\u1ee3ng t\u1eed h\u00f3a 4-bit. C\u00e1c model h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 th\u01b0\u1eddng c\u1ea7n m\u00e1y ch\u1ee7 GPU chuy\u00ean d\u1ee5ng.<\/p>\n\n\n\n<h3 id=\"LLM_ph\u00f9_h\u1ee3p_cho_chatbot_v\u00e0_RAG\"><strong>LLM ph\u00f9 h\u1ee3p cho chatbot v\u00e0 RAG<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek V4 Flash:<\/strong> C\u00f3 t\u1ed1c \u0111\u1ed9 t\u1ed1t, ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng.<\/li>\n\n\n\n<li><strong>Qwen3.6-35B-A3B:<\/strong> C\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u n\u0103ng, t\u00e0i nguy\u00ean v\u00e0 kh\u1ea3 n\u0103ng \u0111a ng\u00f4n ng\u1eef.<\/li>\n\n\n\n<li><strong>Gemma 4 31B:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi x\u1eed l\u00fd t\u00e0i li\u1ec7u, h\u00ecnh \u1ea3nh v\u00e0 n\u1ed9i dung \u0111a ng\u00f4n ng\u1eef.<\/li>\n\n\n\n<li><strong>Mistral Large 3:<\/strong> Th\u00edch h\u1ee3p v\u1edbi chatbot doanh nghi\u1ec7p v\u00e0 d\u1eef li\u1ec7u nhi\u1ec1u ng\u00f4n ng\u1eef.<\/li>\n\n\n\n<li><strong>GLM-5.2:<\/strong> Ph\u00f9 h\u1ee3p khi c\u1ea7n x\u1eed l\u00fd t\u00e0i li\u1ec7u ho\u1eb7c l\u1ecbch s\u1eed h\u1ed9i tho\u1ea1i r\u1ea5t d\u00e0i.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"LLM_ph\u00f9_h\u1ee3p_cho_suy_lu\u1eadn_v\u00e0_to\u00e1n_h\u1ecdc\"><strong>LLM ph\u00f9 h\u1ee3p cho suy lu\u1eadn v\u00e0 to\u00e1n h\u1ecdc<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-R1:<\/strong> N\u1ed5i b\u1eadt v\u1ec1 to\u00e1n h\u1ecdc, logic v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>GLM-5.2:<\/strong> C\u00f3 n\u0103ng l\u1ef1c suy lu\u1eadn t\u1ed5ng th\u1ec3 t\u1ed1t.<\/li>\n\n\n\n<li><strong>MiniMax M3:<\/strong> \u0110\u1ea1t k\u1ebft qu\u1ea3 cao trong c\u00e1c b\u00e0i ki\u1ec3m tra ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u.<\/li>\n\n\n\n<li><strong>GPT-OSS 120B:<\/strong> H\u1ed7 tr\u1ee3 \u0111i\u1ec1u ch\u1ec9nh m\u1ee9c \u0111\u1ed9 suy lu\u1eadn theo t\u1eebng t\u00e1c v\u1ee5.<\/li>\n\n\n\n<li><strong>DeepSeek V4 Pro:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi suy lu\u1eadn k\u1ef9 thu\u1eadt v\u00e0 l\u1eadp tr\u00ecnh chuy\u00ean s\u00e2u.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"LLM_ph\u00f9_h\u1ee3p_cho_doanh_nghi\u1ec7p\"><strong>LLM ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GPT-OSS 120B:<\/strong> Ph\u00f9 h\u1ee3p khi doanh nghi\u1ec7p c\u1ea7n t\u1ef1 l\u01b0u tr\u1eef, fine-tune v\u00e0 s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p Apache 2.0.<\/li>\n\n\n\n<li><strong>Mistral Large 3:<\/strong> C\u00f3 kh\u1ea3 n\u0103ng \u0111a ng\u00f4n ng\u1eef v\u00e0 gi\u1ea5y ph\u00e9p t\u01b0\u01a1ng \u0111\u1ed1i linh ho\u1ea1t.<\/li>\n\n\n\n<li><strong>NVIDIA Nemotron 3 Ultra:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi doanh nghi\u1ec7p \u0111\u00e3 \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng NVIDIA.<\/li>\n\n\n\n<li><strong>Qwen3.6-35B-A3B:<\/strong> C\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u n\u0103ng v\u00e0 chi ph\u00ed tri\u1ec3n khai.<\/li>\n\n\n\n<li><strong>DeepSeek V4 Flash:<\/strong> Th\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng c\u00f3 l\u01b0\u1ee3ng truy c\u1eadp l\u1edbn.<\/li>\n\n\n\n<li><strong>GLM-5.2:<\/strong> Ph\u00f9 h\u1ee3p v\u1edbi d\u1ef1 \u00e1n c\u1ea7n n\u0103ng l\u1ef1c t\u1ed5ng th\u1ec3 cao v\u00e0 ng\u1eef c\u1ea3nh d\u00e0i.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Doanh nghi\u1ec7p n\u00ean th\u1eed nghi\u1ec7m t\u1eeb 3 \u0111\u1ebfn 5 model b\u1eb1ng ch\u00ednh d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 tr\u01b0\u1edbc khi \u0111\u01b0a ra l\u1ef1a ch\u1ecdn cu\u1ed1i c\u00f9ng.<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_l\u01b0u_\u00fd_khi_s\u1eed_d\u1ee5ng_LLM_open_source\"><strong>Nh\u1eefng l\u01b0u \u00fd khi s\u1eed d\u1ee5ng LLM open source<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kh\u00f4ng ch\u1ec9 nh\u00ecn v\u00e0o th\u1ee9 h\u1ea1ng:<\/strong> Model \u0111\u1ee9ng \u0111\u1ea7u benchmark ch\u01b0a ch\u1eafc ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra \u0111\u00fang phi\u00ean b\u1ea3n:<\/strong> B\u1ea3n Pro, Flash, Distill, Instruct v\u00e0 Base c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng c\u0169ng nh\u01b0 m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng kh\u00e1c nhau.<\/li>\n\n\n\n<li><strong>\u0110\u1ecdc k\u1ef9 gi\u1ea5y ph\u00e9p:<\/strong> Open-weight kh\u00f4ng \u0111\u1ed3ng ngh\u0129a v\u1edbi \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i ho\u00e0n to\u00e0n t\u1ef1 do.<\/li>\n\n\n\n<li><strong>T\u00ednh to\u00e1n y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng:<\/strong> C\u1ea7n ki\u1ec3m tra VRAM, RAM, dung l\u01b0\u1ee3ng l\u01b0u tr\u1eef v\u00e0 kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 c\u1ee7a framework.<\/li>\n\n\n\n<li><strong>\u01afu ti\u00ean model v\u1eeba \u0111\u1ee7:<\/strong> Model nh\u1ecf, ph\u1ea3n h\u1ed3i nhanh v\u00e0 \u0111\u00fang nhu c\u1ea7u c\u00f3 th\u1ec3 hi\u1ec7u qu\u1ea3 h\u01a1n model qu\u00e1 l\u1edbn.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng ti\u1ebfng Vi\u1ec7t:<\/strong> \u0110i\u1ec3m benchmark ti\u1ebfng Anh cao ch\u01b0a b\u1ea3o \u0111\u1ea3m kh\u1ea3 n\u0103ng x\u1eed l\u00fd ti\u1ebfng Vi\u1ec7t t\u1ed1t.<\/li>\n\n\n\n<li><strong>Th\u1eed nghi\u1ec7m b\u1eb1ng d\u1eef li\u1ec7u th\u1eadt:<\/strong> N\u00ean s\u1eed d\u1ee5ng c\u00e2u h\u1ecfi, t\u00e0i li\u1ec7u v\u00e0 t\u00ecnh hu\u1ed1ng th\u1ef1c t\u1ebf c\u1ee7a d\u1ef1 \u00e1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1.<\/li>\n\n\n\n<li><strong>Theo d\u00f5i chi ph\u00ed v\u1eadn h\u00e0nh:<\/strong> T\u1ef1 tri\u1ec3n khai v\u1eabn ph\u00e1t sinh chi ph\u00ed GPU, \u0111i\u1ec7n, l\u01b0u tr\u1eef, b\u1ea3o tr\u00ec v\u00e0 nh\u00e2n s\u1ef1.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m so\u00e1t AI Agent:<\/strong> C\u1ea7n gi\u1edbi h\u1ea1n quy\u1ec1n truy c\u1eadp, c\u00f4ng c\u1ee5 v\u00e0 h\u00e0nh \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng \u0111\u1ec3 gi\u1ea3m r\u1ee7i ro.<\/li>\n\n\n\n<li><strong>B\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m:<\/strong> Kh\u00f4ng \u0111\u01b0a th\u00f4ng tin n\u1ed9i b\u1ed9 v\u00e0o d\u1ecbch v\u1ee5 API khi ch\u01b0a ki\u1ec3m tra ch\u00ednh s\u00e1ch l\u01b0u tr\u1eef d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li><strong>Theo d\u00f5i phi\u00ean b\u1ea3n m\u1edbi:<\/strong> Model, benchmark, gi\u00e1 API v\u00e0 gi\u1ea5y ph\u00e9p c\u00f3 th\u1ec3 thay \u0111\u1ed5i trong th\u1eddi gian ng\u1eafn.<\/li>\n\n\n\n<li><strong>Kh\u00f4ng xem benchmark l\u00e0 k\u1ebft qu\u1ea3 c\u1ed1 \u0111\u1ecbnh:<\/strong> \u0110i\u1ec3m s\u1ed1 c\u00f3 th\u1ec3 kh\u00e1c nhau theo prompt, c\u1ea5u h\u00ecnh suy lu\u1eadn v\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-15.png\" alt=\"Nh\u1eefng l\u01b0u \u00fd khi s\u1eed d\u1ee5ng LLM open source\" class=\"wp-image-128729\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-15.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/mo-hinh-llm-open-source-15-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Nh\u1eefng l\u01b0u \u00fd khi s\u1eed d\u1ee5ng LLM open source<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h2 id=\"K\u1ebft_lu\u1eadn\"><strong>K\u1ebft lu\u1eadn<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4 h\u00ecnh LLM Open Source \u0111ang ng\u00e0y c\u00e0ng m\u1ea1nh, \u0111a d\u1ea1ng v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn model ph\u00f9 h\u1ee3p \u0111\u1ec3 vi\u1ebft n\u1ed9i dung, l\u1eadp tr\u00ecnh, x\u00e2y d\u1ef1ng chatbot, tri\u1ec3n khai RAG, v\u1eadn h\u00e0nh AI Agent ho\u1eb7c x\u1eed l\u00fd d\u1eef li\u1ec7u trong h\u1ea1 t\u1ea7ng ri\u00eang.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, model c\u00f3 th\u1ee9 h\u1ea1ng cao ch\u01b0a ch\u1eafc mang l\u1ea1i hi\u1ec7u qu\u1ea3 t\u1ed1t nh\u1ea5t cho m\u1ecdi d\u1ef1 \u00e1n. Quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng c\u1ea7n d\u1ef1a tr\u00ean m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng, ch\u1ea5t l\u01b0\u1ee3ng ti\u1ebfng Vi\u1ec7t, y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng, chi ph\u00ed v\u1eadn h\u00e0nh, kh\u1ea3 n\u0103ng b\u1ea3o m\u1eadt v\u00e0 \u0111i\u1ec1u ki\u1ec7n gi\u1ea5y ph\u00e9p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea3ng x\u1ebfp h\u1ea1ng trong b\u00e0i vi\u1ebft ch\u1ec9 ph\u1ea3n \u00e1nh th\u00f4ng tin t\u1ea1i th\u1eddi \u0111i\u1ec3m bi\u00ean so\u1ea1n. Tr\u01b0\u1edbc khi tri\u1ec3n khai, ng\u01b0\u1eddi d\u00f9ng n\u00ean ki\u1ec3m tra t\u00e0i li\u1ec7u ch\u00ednh th\u1ee9c, th\u1eed nghi\u1ec7m v\u1edbi d\u1eef li\u1ec7u th\u1ef1c t\u1ebf v\u00e0 so s\u00e1nh nhi\u1ec1u l\u1ef1a ch\u1ecdn \u0111\u1ec3 t\u00ecm ra m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p nh\u1ea5t.<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><strong>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/strong><\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"C\u00e1c_m\u00f4_h\u00ecnh_LLM_open_source_\u0111\u1ebfn_t\u1eeb_Trung_Qu\u1ed1c_c\u00f3_an_to\u00e0n_v\u1ec1_m\u1eb7t_d\u1eef_li\u1ec7u_kh\u00f4ng?\u00a0\">C\u00e1c m\u00f4 h\u00ecnh LLM open source \u0111\u1ebfn t\u1eeb Trung Qu\u1ed1c c\u00f3 an to\u00e0n v\u1ec1 m\u1eb7t d\u1eef li\u1ec7u kh\u00f4ng?\u00a0<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Khi t\u1ef1 t\u1ea3i tr\u1ecdng s\u1ed1 v\u1ec1 v\u00e0 v\u1eadn h\u00e0nh tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang, d\u1eef li\u1ec7u kh\u00f4ng c\u1ea7n g\u1eedi ra b\u00ean ngo\u00e0i n\u00ean r\u1ee7i ro r\u00f2 r\u1ec9 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3. Tuy nhi\u00ean n\u1ebfu s\u1eed d\u1ee5ng qua API \u0111\u00e1m m\u00e2y do ch\u00ednh nh\u00e0 ph\u00e1t tri\u1ec3n cung c\u1ea5p, ng\u01b0\u1eddi d\u00f9ng n\u00ean t\u00ecm hi\u1ec3u k\u1ef9 ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt v\u00e0 quy \u0111\u1ecbnh ph\u00e1p l\u00fd li\u00ean quan t\u1ea1i qu\u1ed1c gia \u0111\u1eb7t m\u00e1y ch\u1ee7 tr\u01b0\u1edbc khi \u0111\u01b0a d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m v\u00e0o h\u1ec7 th\u1ed1ng.&nbsp;<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"C\u1ea7n_c\u1ea5u_h\u00ecnh_m\u00e1y_t\u00ednh_nh\u01b0_th\u1ebf_n\u00e0o_\u0111\u1ec3_t\u1ef1_ch\u1ea1y_c\u00e1c_m\u00f4_h\u00ecnh_LLM_open_source_t\u1ea1i_nh\u00e0?\u00a0\">C\u1ea7n c\u1ea5u h\u00ecnh m\u00e1y t\u00ednh nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 t\u1ef1 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh LLM open source t\u1ea1i nh\u00e0?\u00a0<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">V\u1edbi c\u00e1c m\u00f4 h\u00ecnh c\u1ee1 l\u1edbn nh\u01b0 GLM-5.2 hay Kimi K2.6, c\u1ea7n h\u1ec7 th\u1ed1ng nhi\u1ec1u GPU chuy\u00ean d\u1ee5ng v\u1edbi h\u00e0ng tr\u0103m gigabyte b\u1ed9 nh\u1edb. Tuy nhi\u00ean v\u1edbi c\u00e1c phi\u00ean b\u1ea3n r\u00fat g\u1ecdn c\u1ee7a Gemma, Qwen ho\u1eb7c Llama, ng\u01b0\u1eddi d\u00f9ng ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n c\u00f3 card \u0111\u1ed3 h\u1ecda t\u1ea7m trung b\u1eb1ng c\u00f4ng c\u1ee5 nh\u01b0 Ollama.&nbsp;<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"C\u00f3_th\u1ec3_d\u00f9ng_c\u00e1c_m\u00f4_h\u00ecnh_LLM_open_source_cho_m\u1ee5c_\u0111\u00edch_th\u01b0\u01a1ng_m\u1ea1i_mi\u1ec5n_ph\u00ed_kh\u00f4ng?\u00a0\">C\u00f3 th\u1ec3 d\u00f9ng c\u00e1c m\u00f4 h\u00ecnh LLM open source cho m\u1ee5c \u0111\u00edch th\u01b0\u01a1ng m\u1ea1i mi\u1ec5n ph\u00ed kh\u00f4ng?\u00a0<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Ph\u1ea7n l\u1edbn c\u00e1c m\u00f4 h\u00ecnh trong danh s\u00e1ch n\u00e0y \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh theo gi\u1ea5y ph\u00e9p MIT ho\u1eb7c Apache 2.0, cho ph\u00e9p s\u1eed d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i m\u00e0 kh\u00f4ng c\u1ea7n tr\u1ea3 ph\u00ed b\u1ea3n quy\u1ec1n. Tuy nhi\u00ean m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p nh\u01b0 Kimi K2.6 \u00e1p d\u1ee5ng \u0111i\u1ec1u kho\u1ea3n b\u1ed5 sung y\u00eau c\u1ea7u hi\u1ec3n th\u1ecb t\u00ean th\u01b0\u01a1ng hi\u1ec7u n\u1ebfu s\u1ea3n ph\u1ea9m \u0111\u1ea1t quy m\u00f4 c\u1ef1c l\u1edbn, c\u00f2n Mistral Large 3 (b\u1ea3n g\u1ed1c) s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p phi th\u01b0\u01a1ng m\u1ea1i ri\u00eang bi\u1ec7t. Ng\u01b0\u1eddi d\u00f9ng n\u00ean ki\u1ec3m tra k\u1ef9 \u0111i\u1ec1u kho\u1ea3n tr\u01b0\u1edbc khi tri\u1ec3n khai quy m\u00f4 l\u1edbn.&nbsp;<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"C\u00f3_n\u00ean_ch\u1ecdn_model_d\u1ef1a_tr\u00ean_\u0111i\u1ec3m_benchmark_kh\u00f4ng?\">C\u00f3 n\u00ean ch\u1ecdn model d\u1ef1a tr\u00ean \u0111i\u1ec3m benchmark kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Benchmark l\u00e0 ngu\u1ed3n tham kh\u1ea3o h\u1eefu \u00edch nh\u01b0ng kh\u00f4ng n\u00ean l\u00e0 ti\u00eau ch\u00ed duy nh\u1ea5t. K\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o prompt, ng\u00f4n ng\u1eef, d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, ph\u1ea7n c\u1ee9ng, phi\u00ean b\u1ea3n model v\u00e0 c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Xu_h\u01b0\u1edbng_LLM_open_source_trong_th\u1eddi_gian_t\u1edbi_s\u1ebd_nh\u01b0_th\u1ebf_n\u00e0o?\u00a0\">Xu h\u01b0\u1edbng LLM open source trong th\u1eddi gian t\u1edbi s\u1ebd nh\u01b0 th\u1ebf n\u00e0o?\u00a0<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Xu h\u01b0\u1edbng r\u00f5 r\u1ec7t nh\u1ea5t l\u00e0 c\u00e1c m\u00f4 h\u00ecnh ng\u00e0y c\u00e0ng l\u1edbn h\u01a1n v\u1ec1 t\u1ed5ng tham s\u1ed1 nh\u01b0ng l\u1ea1i ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean h\u01a1n nh\u1edd ki\u1ebfn tr\u00fac h\u1ed7n h\u1ee3p chuy\u00ean gia, ch\u1ec9 k\u00edch ho\u1ea1t m\u1ed9t ph\u1ea7n nh\u1ecf tham s\u1ed1 m\u1ed7i l\u01b0\u1ee3t x\u1eed l\u00fd. B\u00ean c\u1ea1nh \u0111\u00f3, c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng, kh\u1ea3 n\u0103ng \u0111a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n m\u1eb7c \u0111\u1ecbnh, v\u00e0 c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m t\u1ea1i nhi\u1ec1u qu\u1ed1c gia kh\u00e1c nhau \u0111ang c\u1ea1nh tranh quy\u1ebft li\u1ec7t \u0111\u1ec3 d\u1eabn \u0111\u1ea7u h\u1ec7 sinh th\u00e1i m\u00e3 ngu\u1ed3n m\u1edf, mang l\u1ea1i l\u1ee3i \u00edch tr\u1ef1c ti\u1ebfp cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i th\u00f4ng qua chi ph\u00ed ng\u00e0y c\u00e0ng gi\u1ea3m.&nbsp;<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"C\u00e1c m\u00f4 h\u00ecnh LLM open source \u0111\u1ebfn t\u1eeb Trung Qu\u1ed1c c\u00f3 an to\u00e0n v\u1ec1 m\u1eb7t d\u1eef li\u1ec7u kh\u00f4ng?\u00a0\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Khi t\u1ef1 t\u1ea3i tr\u1ecdng s\u1ed1 v\u1ec1 v\u00e0 v\u1eadn h\u00e0nh tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang, d\u1eef li\u1ec7u kh\u00f4ng c\u1ea7n g\u1eedi ra b\u00ean ngo\u00e0i n\u00ean r\u1ee7i ro r\u00f2 r\u1ec9 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3. Tuy nhi\u00ean n\u1ebfu s\u1eed d\u1ee5ng qua API \u0111\u00e1m m\u00e2y do ch\u00ednh nh\u00e0 ph\u00e1t tri\u1ec3n cung c\u1ea5p, ng\u01b0\u1eddi d\u00f9ng n\u00ean t\u00ecm hi\u1ec3u k\u1ef9 ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt v\u00e0 quy \u0111\u1ecbnh ph\u00e1p l\u00fd li\u00ean quan t\u1ea1i qu\u1ed1c gia \u0111\u1eb7t m\u00e1y ch\u1ee7 tr\u01b0\u1edbc khi \u0111\u01b0a d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m v\u00e0o h\u1ec7 th\u1ed1ng.&nbsp;<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"C\u1ea7n c\u1ea5u h\u00ecnh m\u00e1y t\u00ednh nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 t\u1ef1 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh LLM open source t\u1ea1i nh\u00e0?\u00a0\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>V\u1edbi c\u00e1c m\u00f4 h\u00ecnh c\u1ee1 l\u1edbn nh\u01b0 GLM-5.2 hay Kimi K2.6, c\u1ea7n h\u1ec7 th\u1ed1ng nhi\u1ec1u GPU chuy\u00ean d\u1ee5ng v\u1edbi h\u00e0ng tr\u0103m gigabyte b\u1ed9 nh\u1edb. Tuy nhi\u00ean v\u1edbi c\u00e1c phi\u00ean b\u1ea3n r\u00fat g\u1ecdn c\u1ee7a Gemma, Qwen ho\u1eb7c Llama, ng\u01b0\u1eddi d\u00f9ng ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n c\u00f3 card \u0111\u1ed3 h\u1ecda t\u1ea7m trung b\u1eb1ng c\u00f4ng c\u1ee5 nh\u01b0 Ollama.&nbsp;<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"C\u00f3 th\u1ec3 d\u00f9ng c\u00e1c m\u00f4 h\u00ecnh LLM open source cho m\u1ee5c \u0111\u00edch th\u01b0\u01a1ng m\u1ea1i mi\u1ec5n ph\u00ed kh\u00f4ng?\u00a0\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Ph\u1ea7n l\u1edbn c\u00e1c m\u00f4 h\u00ecnh trong danh s\u00e1ch n\u00e0y \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh theo gi\u1ea5y ph\u00e9p MIT ho\u1eb7c Apache 2.0, cho ph\u00e9p s\u1eed d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i m\u00e0 kh\u00f4ng c\u1ea7n tr\u1ea3 ph\u00ed b\u1ea3n quy\u1ec1n. Tuy nhi\u00ean m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p nh\u01b0 Kimi K2.6 \u00e1p d\u1ee5ng \u0111i\u1ec1u kho\u1ea3n b\u1ed5 sung y\u00eau c\u1ea7u hi\u1ec3n th\u1ecb t\u00ean th\u01b0\u01a1ng hi\u1ec7u n\u1ebfu s\u1ea3n ph\u1ea9m \u0111\u1ea1t quy m\u00f4 c\u1ef1c l\u1edbn, c\u00f2n Mistral Large 3 (b\u1ea3n g\u1ed1c) s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p phi th\u01b0\u01a1ng m\u1ea1i ri\u00eang bi\u1ec7t. Ng\u01b0\u1eddi d\u00f9ng n\u00ean ki\u1ec3m tra k\u1ef9 \u0111i\u1ec1u kho\u1ea3n tr\u01b0\u1edbc khi tri\u1ec3n khai quy m\u00f4 l\u1edbn.&nbsp;<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"C\u00f3 n\u00ean ch\u1ecdn model d\u1ef1a tr\u00ean \u0111i\u1ec3m benchmark kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Benchmark l\u00e0 ngu\u1ed3n tham kh\u1ea3o h\u1eefu \u00edch nh\u01b0ng kh\u00f4ng n\u00ean l\u00e0 ti\u00eau ch\u00ed duy nh\u1ea5t. K\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o prompt, ng\u00f4n ng\u1eef, d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, ph\u1ea7n c\u1ee9ng, phi\u00ean b\u1ea3n model v\u00e0 c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Xu h\u01b0\u1edbng LLM open source trong th\u1eddi gian t\u1edbi s\u1ebd nh\u01b0 th\u1ebf n\u00e0o?\u00a0\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Xu h\u01b0\u1edbng r\u00f5 r\u1ec7t nh\u1ea5t l\u00e0 c\u00e1c m\u00f4 h\u00ecnh ng\u00e0y c\u00e0ng l\u1edbn h\u01a1n v\u1ec1 t\u1ed5ng tham s\u1ed1 nh\u01b0ng l\u1ea1i ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean h\u01a1n nh\u1edd ki\u1ebfn tr\u00fac h\u1ed7n h\u1ee3p chuy\u00ean gia, ch\u1ec9 k\u00edch ho\u1ea1t m\u1ed9t ph\u1ea7n nh\u1ecf tham s\u1ed1 m\u1ed7i l\u01b0\u1ee3t x\u1eed l\u00fd. B\u00ean c\u1ea1nh \u0111\u00f3, c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng, kh\u1ea3 n\u0103ng \u0111a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n m\u1eb7c \u0111\u1ecbnh, v\u00e0 c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m t\u1ea1i nhi\u1ec1u qu\u1ed1c gia kh\u00e1c nhau \u0111ang c\u1ea1nh tranh quy\u1ebft li\u1ec7t \u0111\u1ec3 d\u1eabn \u0111\u1ea7u h\u1ec7 sinh th\u00e1i m\u00e3 ngu\u1ed3n m\u1edf, mang l\u1ea1i l\u1ee3i \u00edch tr\u1ef1c ti\u1ebfp cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i th\u00f4ng qua chi ph\u00ed ng\u00e0y c\u00e0ng gi\u1ea3m.&nbsp;<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>Ch\u1ec9 c\u00e1ch \u0111\u00e2y hai n\u0103m, LLM open source c\u00f2n b\u1ecb xem l\u00e0 phi\u00ean b\u1ea3n &#8220;h\u1ea1ng hai&#8221; so v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u00f3ng. Nh\u01b0ng hi\u1ec7n t\u1ea1i, nhi\u1ec1u m\u00f4 h\u00ecnh mi\u1ec5n ph\u00ed, c\u00f3 th\u1ec3 t\u1ea3i v\u1ec1 v\u00e0 t\u1ef1 v\u1eadn h\u00e0nh \u0111\u00e3 v\u01b0\u1ee3t qua ho\u1eb7c b\u00e1m s\u00e1t c\u00e1c \u0111\u1ed1i th\u1ee7 th\u01b0\u01a1ng m\u1ea1i tr\u00ean h\u00e0ng lo\u1ea1t b\u00e0i ki\u1ec3m tra [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":128730,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7674],"tags":[7689],"class_list":["post-128711","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-ai","tag-llm-open-source"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/128711","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/comments?post=128711"}],"version-history":[{"count":4,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/128711\/revisions"}],"predecessor-version":[{"id":128732,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/128711\/revisions\/128732"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/128730"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=128711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=128711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=128711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}