{"id":117387,"date":"2025-07-30T12:37:43","date_gmt":"2025-07-30T05:37:43","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=117387"},"modified":"2026-01-02T18:53:11","modified_gmt":"2026-01-02T11:53:11","slug":"ollama-ai-la-gi","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/ollama-ai-la-gi\/","title":{"rendered":"Ollama AI l\u00e0 g\u00ec? H\u01b0\u1edbng d\u1eabn c\u00e1ch \u0111\u0103ng k\u00fd v\u00e0 s\u1eed d\u1ee5ng Ollama AI 2026"},"content":{"rendered":"\n<p><strong>Khi nhu c\u1ea7u s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn linh ho\u1ea1t, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 \u0111\u1ea3m b\u1ea3o quy\u1ec1n ri\u00eang t\u01b0 ng\u00e0y c\u00e0ng t\u0103ng, Ollama AI n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p m\u00e3 ngu\u1ed3n m\u1edf \u0111\u1ed9t ph\u00e1, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh AI ti\u00ean ti\u1ebfn ngay tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n. V\u1eady c\u1ee5 th\u1ec3 Ollama AI l\u00e0 g\u00ec? N\u1ec1n t\u1ea3ng n\u00e0y c\u00f3 g\u00ec \u0111\u1eb7c bi\u1ec7t? C\u00f9ng Tino t\u00ecm hi\u1ec3u qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y nh\u00e9!<\/strong><\/p>\n\n\n\n<h2 id=\"T\u1ed5ng_quan_v\u1ec1_Ollama_AI\"><a id=\"post-117387-_lg3vkwrym0r6\"><\/a>T\u1ed5ng quan v\u1ec1 Ollama AI<\/h2>\n\n\n\n<h3 id=\"Ollama_AI_l\u00e0_g\u00ec?\"><a id=\"post-117387-_ucoxpqmcyj7r\"><\/a><strong>Ollama AI l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n\n<p>Ollama l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng m\u00e3 ngu\u1ed3n m\u1edf \u0111\u1ed9t ph\u00e1, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a qu\u00e1 tr\u00ecnh tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) tr\u1ef1c ti\u1ebfp tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n c\u1ee7a b\u1ea1n. Thay v\u00ec ph\u1ea3i ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y t\u1ed1n k\u00e9m v\u00e0 ti\u1ec1m \u1ea9n r\u1ee7i ro b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, Ollama cho ph\u00e9p b\u1ea1n ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh AI m\u1ea1nh m\u1ebd nh\u01b0 Llama 2, <a href=\"https:\/\/tino.vn\/blog\/mistral-ai-la-gi\/\" data-type=\"post\" data-id=\"117128\" target=\"_blank\" rel=\"noreferrer noopener\">Mistral<\/a>, Gemma v\u00e0 nhi\u1ec1u m\u00f4 h\u00ecnh kh\u00e1c ngay tr\u00ean ph\u1ea7n c\u1ee9ng c\u1ee7a m\u00ecnh. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed m\u00e0 c\u00f2n t\u0103ng c\u01b0\u1eddng quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u.<\/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\/2025\/07\/Ollama-ai-la-gi-1.png\" alt=\"Ollama AI l\u00e0 g\u00ec?\" class=\"wp-image-117395\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Ollama AI l\u00e0 g\u00ec?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p>N\u1ec1n t\u1ea3ng n\u00e0y \u0111\u01b0\u1ee3c ra m\u1eaft v\u00e0o n\u0103m 2023 b\u1edfi hai nh\u00e0 s\u00e1ng l\u1eadp t\u00e0i n\u0103ng l\u00e0 Jeffrey Morgan v\u00e0 Michael Chiang. V\u1edbi t\u1ea7m nh\u00ecn chung l\u00e0 d\u00e2n ch\u1ee7 h\u00f3a quy\u1ec1n truy c\u1eadp v\u00e0o c\u00f4ng ngh\u1ec7 AI ti\u00ean ti\u1ebfn, h\u1ecd \u0111\u00e3 t\u1ea1o ra Ollama v\u1edbi m\u1ee5c ti\u00eau l\u00e0m cho c\u00e1c c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n cho m\u1ecdi ng\u01b0\u1eddi, t\u1eeb c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00e1 nh\u00e2n, nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u1ebfn c\u00e1c doanh nghi\u1ec7p nh\u1ecf. K\u1ec3 t\u1eeb khi ra m\u1eaft, Ollama \u0111\u00e3 nhanh ch\u00f3ng thu h\u00fat m\u1ed9t c\u1ed9ng \u0111\u1ed3ng ng\u01b0\u1eddi d\u00f9ng v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n l\u1edbn m\u1ea1nh, li\u00ean t\u1ee5c \u0111\u00f3ng g\u00f3p v\u00e0 c\u1ea3i ti\u1ebfn n\u1ec1n t\u1ea3ng n\u00e0y, bi\u1ebfn n\u00f3 th\u00e0nh m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 h\u00e0ng \u0111\u1ea7u cho vi\u1ec7c tri\u1ec3n khai LLM c\u1ee5c b\u1ed9.<\/p>\n\n\n\n<h3 id=\"\u0110i\u1ec1u_g\u00ec_l\u00e0m_n\u00ean_s\u1ef1_\u0111\u1eb7c_bi\u1ec7t_c\u1ee7a_Ollama_AI?\"><a id=\"post-117387-_6mog6o44edw\"><\/a><strong>\u0110i\u1ec1u g\u00ec l\u00e0m n\u00ean s\u1ef1 \u0111\u1eb7c bi\u1ec7t c\u1ee7a Ollama AI?<\/strong><\/h3>\n\n\n\n<p>S\u1ef1 \u0111\u1eb7c bi\u1ec7t c\u1ee7a Ollama AI kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng ch\u1ea1y LLM c\u1ee5c b\u1ed9 m\u00e0 c\u00f2n \u1edf c\u00e1ch n\u00f3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c l\u1edbn trong vi\u1ec7c tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd AI.<\/p>\n\n\n\n<h4 id=\"\u0110\u01a1n_gi\u1ea3n_h\u00f3a_vi\u1ec7c_tri\u1ec3n_khai_LLM\"><a id=\"post-117387-_msm2f66e8n4f\"><\/a>\u0110\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c tri\u1ec3n khai LLM<\/h4>\n\n\n\n<p>Tr\u01b0\u1edbc Ollama, vi\u1ec7c thi\u1ebft l\u1eadp m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u0111\u1ec3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn c\u1ee5c b\u1ed9 th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c s\u00e2u r\u1ed9ng v\u1ec1 c\u1ea5u h\u00ecnh ph\u1ea7n c\u1ee9ng, qu\u1ea3n l\u00fd th\u01b0 vi\u1ec7n, v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 t\u01b0\u01a1ng th\u00edch. Ollama \u0111\u00e3 \u0111\u01a1n gi\u1ea3n h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh n\u00e0y b\u1eb1ng c\u00e1ch cung c\u1ea5p m\u1ed9t g\u00f3i c\u00e0i \u0111\u1eb7t duy nh\u1ea5t, t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c t\u1ea3i xu\u1ed1ng c\u00e1c m\u00f4 h\u00ecnh, qu\u1ea3n l\u00fd c\u00e1c ph\u1ee5 thu\u1ed9c v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t. \u0110i\u1ec1u n\u00e0y gi\u00fap ng\u01b0\u1eddi d\u00f9ng, k\u1ec3 c\u1ea3 nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng chuy\u00ean v\u1ec1 AI, c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng LLM ch\u1ec9 v\u1edbi v\u00e0i d\u00f2ng l\u1ec7nh \u0111\u01a1n gi\u1ea3n.<\/p>\n\n\n\n<h4 id=\"T\u1ed1i_\u01b0u_h\u00f3a_hi\u1ec7u_su\u1ea5t_ph\u1ea7n_c\u1ee9ng\"><a id=\"post-117387-_zbmbn3y70y05\"><\/a>T\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t ph\u1ea7n c\u1ee9ng<\/h4>\n\n\n\n<p>Ollama \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh c\u1ee7a ph\u1ea7n c\u1ee9ng c\u1ee5c b\u1ed9, \u0111\u1eb7c bi\u1ec7t l\u00e0 GPU. N\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng VRAM v\u00e0 t\u00e0i nguy\u00ean t\u00ednh to\u00e1n, \u0111\u1ea3m b\u1ea3o c\u00e1c m\u00f4 h\u00ecnh ch\u1ea1y m\u01b0\u1ee3t m\u00e0 v\u00e0 hi\u1ec7u qu\u1ea3 nh\u1ea5t c\u00f3 th\u1ec3. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c m\u00f4 h\u00ecnh LLM l\u1edbn, v\u1ed1n \u0111\u00f2i h\u1ecfi l\u01b0\u1ee3ng t\u00e0i nguy\u00ean \u0111\u00e1ng k\u1ec3. Kh\u1ea3 n\u0103ng t\u1ed1i \u01b0u h\u00f3a n\u00e0y gi\u00fap ng\u01b0\u1eddi d\u00f9ng khai th\u00e1c t\u1ed1i \u0111a hi\u1ec7u su\u1ea5t t\u1eeb m\u00e1y t\u00ednh c\u1ee7a m\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i l\u00e0 chuy\u00ean gia v\u1ec1 t\u1ed1i \u01b0u h\u00f3a ph\u1ea7n c\u1ee9ng.<\/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\/2025\/07\/Ollama-ai-la-gi-2.png\" alt=\"\u0110i\u1ec1u g\u00ec l\u00e0m n\u00ean s\u1ef1 \u0111\u1eb7c bi\u1ec7t c\u1ee7a Ollama AI?\" class=\"wp-image-117396\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>\u0110i\u1ec1u g\u00ec l\u00e0m n\u00ean s\u1ef1 \u0111\u1eb7c bi\u1ec7t c\u1ee7a Ollama AI?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h4 id=\"T\u0103ng_c\u01b0\u1eddng_quy\u1ec1n_ri\u00eang_t\u01b0_v\u00e0_b\u1ea3o_m\u1eadt_d\u1eef_li\u1ec7u\"><a id=\"post-117387-_q17jke56dz3\"><\/a>T\u0103ng c\u01b0\u1eddng quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/h4>\n\n\n\n<p>M\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch l\u1edbn nh\u1ea5t c\u1ee7a vi\u1ec7c ch\u1ea1y LLM c\u1ee5c b\u1ed9 v\u1edbi Ollama l\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n d\u1eef li\u1ec7u. Khi c\u00e1c m\u00f4 h\u00ecnh ch\u1ea1y tr\u00ean m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n, d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o v\u00e0 \u0111\u1ea7u ra kh\u00f4ng c\u1ea7n ph\u1ea3i g\u1eedi l\u00ean c\u00e1c m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y b\u00ean ngo\u00e0i. \u0110i\u1ec1u n\u00e0y lo\u1ea1i b\u1ecf c\u00e1c lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng x\u1eed l\u00fd th\u00f4ng tin nh\u1ea1y c\u1ea3m ho\u1eb7c trong c\u00e1c m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p y\u00eau c\u1ea7u tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh nghi\u00eam ng\u1eb7t.<\/p>\n\n\n\n<h4 id=\"Linh_ho\u1ea1t_v\u00e0_kh\u1ea3_n\u0103ng_t\u00f9y_bi\u1ebfn_cao\"><a id=\"post-117387-_jvnfzze1s0wp\"><\/a>Linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng t\u00f9y bi\u1ebfn cao<\/h4>\n\n\n\n<p>Ollama kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 m\u1ed9t lo\u1ea1t c\u00e1c m\u00f4 h\u00ecnh LLM c\u00f3 s\u1eb5n m\u00e0 c\u00f2n cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o v\u00e0 t\u00f9y ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a ri\u00eang h\u1ecd th\u00f4ng qua c\u00e1c t\u1ec7p Modelfile. \u0110i\u1ec1u n\u00e0y m\u1edf ra kh\u1ea3 n\u0103ng v\u00f4 t\u1eadn cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u1ec3 th\u1eed nghi\u1ec7m, tinh ch\u1ec9nh v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p AI \u0111\u1ed9c \u0111\u00e1o ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd. Kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c th\u00f4ng qua API RESTful c\u0169ng l\u00e0m t\u0103ng t\u00ednh linh ho\u1ea1t c\u1ee7a Ollama, cho ph\u00e9p n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n<h4 id=\"C\u1ed9ng_\u0111\u1ed3ng_m\u00e3_ngu\u1ed3n_m\u1edf_n\u0103ng_\u0111\u1ed9ng\"><a id=\"post-117387-_2t8dindbohjs\"><\/a>C\u1ed9ng \u0111\u1ed3ng m\u00e3 ngu\u1ed3n m\u1edf n\u0103ng \u0111\u1ed9ng<\/h4>\n\n\n\n<p>L\u00e0 m\u1ed9t d\u1ef1 \u00e1n m\u00e3 ngu\u1ed3n m\u1edf, Ollama \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb s\u1ef1 \u0111\u00f3ng g\u00f3p v\u00e0 h\u1ed7 tr\u1ee3 c\u1ee7a m\u1ed9t c\u1ed9ng \u0111\u1ed3ng to\u00e0n c\u1ea7u. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 \u0111\u1ea3m b\u1ea3o r\u1eb1ng Ollama lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt v\u1edbi c\u00e1c t\u00ednh n\u0103ng m\u1edbi nh\u1ea5t v\u00e0 c\u00e1c b\u1ea3n v\u00e1 l\u1ed7i m\u00e0 c\u00f2n t\u1ea1o ra m\u1ed9t m\u00f4i tr\u01b0\u1eddng h\u1ee3p t\u00e1c, n\u01a1i ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 chia s\u1ebb ki\u1ebfn th\u1ee9c, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 c\u00f9ng nhau ph\u00e1t tri\u1ec3n. S\u1ef1 minh b\u1ea1ch v\u00e0 t\u00ednh m\u1edf c\u1ee7a m\u00e3 ngu\u1ed3n c\u0169ng g\u00f3p ph\u1ea7n x\u00e2y d\u1ef1ng ni\u1ec1m tin v\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 \u0111\u1ed5i m\u1edbi.<\/p>\n\n\n\n<h4 id=\"H\u1ed7_tr\u1ee3_\u0111a_n\u1ec1n_t\u1ea3ng_to\u00e0n_di\u1ec7n\"><a id=\"post-117387-_nmvwgziqhz95\"><\/a>H\u1ed7 tr\u1ee3 \u0111a n\u1ec1n t\u1ea3ng to\u00e0n di\u1ec7n<\/h4>\n\n\n\n<p>Ollama \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng m\u01b0\u1ee3t m\u00e0 tr\u00ean nhi\u1ec1u h\u1ec7 \u0111i\u1ec1u h\u00e0nh ph\u1ed5 bi\u1ebfn, bao g\u1ed3m macOS, Windows, v\u00e0 Linux. Ngo\u00e0i ra, c\u00f4ng c\u1ee5 c\u00f2n h\u1ed7 tr\u1ee3 tri\u1ec3n khai trong m\u00f4i tr\u01b0\u1eddng Docker, mang l\u1ea1i s\u1ef1 linh ho\u1ea1t t\u1ed1i \u0111a cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u00f3 nhu c\u1ea7u tri\u1ec3n khai trong c\u00e1c m\u00f4i tr\u01b0\u1eddng \u1ea3o h\u00f3a ho\u1eb7c container.<\/p>\n\n\n\n<h2 id=\"C\u00e1c_m\u00f4_h\u00ecnh_c\u1ee7a_Ollama_AI\"><a id=\"post-117387-_2qinuzw93loe\"><\/a>C\u00e1c m\u00f4 h\u00ecnh c\u1ee7a Ollama AI<\/h2>\n\n\n\n<p>Ollama li\u00ean t\u1ee5c c\u1eadp nh\u1eadt v\u00e0 m\u1edf r\u1ed9ng th\u01b0 vi\u1ec7n c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn m\u00e0 n\u00f3 h\u1ed7 tr\u1ee3, mang \u0111\u1ebfn cho ng\u01b0\u1eddi d\u00f9ng quy\u1ec1n truy c\u1eadp v\u00e0o nh\u1eefng c\u00f4ng ngh\u1ec7 AI ti\u00ean ti\u1ebfn nh\u1ea5t. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t trong s\u1ed1 nh\u1eefng m\u00f4 h\u00ecnh n\u1ed5i b\u1eadt \u0111\u01b0\u1ee3c Ollama h\u1ed7 tr\u1ee3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-R1:<\/strong> \u0110\u00e2y l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh m\u1ea1nh m\u1ebd \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c t\u00e1c v\u1ee5 suy lu\u1eadn ph\u1ee9c t\u1ea1p v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean chuy\u00ean s\u00e2u.<a href=\"https:\/\/tino.vn\/blog\/deepseek-ai-la-gi\/\" target=\"_blank\" data-type=\"post\" data-id=\"117115\" rel=\"noreferrer noopener\"> DeepSeek-R1<\/a> n\u1ed5i b\u1eadt v\u1edbi kh\u1ea3 n\u0103ng hi\u1ec3u ng\u1eef c\u1ea3nh t\u1ed1t v\u00e0 t\u1ea1o ra c\u00e1c ph\u1ea3n h\u1ed3i m\u1ea1ch l\u1ea1c, ph\u00f9 h\u1ee3p cho c\u00e1c \u1ee9ng d\u1ee5ng y\u00eau c\u1ea7u \u0111\u1ed9 ch\u00ednh x\u00e1c cao nh\u01b0 ph\u00e2n t\u00edch v\u0103n b\u1ea3n ph\u00e1p l\u00fd, nghi\u00ean c\u1ee9u khoa h\u1ecdc ho\u1eb7c h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh.<\/li>\n\n\n\n<li><strong>Qwen 3<\/strong>: L\u00e0 phi\u00ean b\u1ea3n m\u1edbi nh\u1ea5t c\u1ee7a d\u00f2ng m\u00f4 h\u00ecnh <a href=\"https:\/\/tino.vn\/blog\/qwen-ai-la-gi\/\" target=\"_blank\" data-type=\"post\" data-id=\"117039\" rel=\"noreferrer noopener\">Qwen<\/a>, Qwen 3 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Alibaba Cloud. M\u00f4 h\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i trong nhi\u1ec1u t\u00e1c v\u1ee5 NLP, bao g\u1ed3m d\u1ecbch thu\u1eadt, t\u00f3m t\u1eaft v\u00e0 t\u1ea1o n\u1ed9i dung s\u00e1ng t\u1ea1o.<\/li>\n\n\n\n<li><strong>Llama 3.3: <\/strong>L\u00e0 th\u1ebf h\u1ec7 ti\u1ebfp theo c\u1ee7a d\u00f2ng m\u00f4 h\u00ecnh Llama t\u1eeb Meta AI, Llama 3.3 ti\u1ebfp t\u1ee5c c\u1ea3i thi\u1ec7n v\u1ec1 kh\u1ea3 n\u0103ng suy lu\u1eadn, hi\u1ec3u bi\u1ebft th\u1ebf gi\u1edbi v\u00e0 kh\u1ea3 n\u0103ng tu\u00e2n th\u1ee7 h\u01b0\u1edbng d\u1eabn. V\u1edbi ki\u1ebfn tr\u00fac \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a, Llama 3.3 l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho c\u00e1c \u1ee9ng d\u1ee5ng chatbot, tr\u1ee3 l\u00fd \u1ea3o v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u01b0\u01a1ng t\u00e1c ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean y\u00eau c\u1ea7u ph\u1ea3n h\u1ed3i nhanh v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li><strong>Gemma 3:<\/strong> \u0110\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Google, Gemma 3 l\u00e0 m\u1ed9t d\u00f2ng m\u00f4 h\u00ecnh nh\u1eb9 v\u00e0 hi\u1ec7u qu\u1ea3, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c m\u00f4 h\u00ecnh Gemini. Gemma 3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 d\u1ec5 d\u00e0ng tri\u1ec3n khai v\u00e0 t\u00f9y ch\u1ec9nh, ph\u00f9 h\u1ee3p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n mu\u1ed1n x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng AI nh\u1ecf g\u1ecdn, nhanh ch\u00f3ng v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u00e1c thi\u1ebft b\u1ecb c\u00f3 t\u00e0i nguy\u00ean h\u1ea1n ch\u1ebf.<\/li>\n\n\n\n<li><strong>LLaVA: <\/strong>\u0110\u00e2y l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh \u0111a ph\u01b0\u01a1ng th\u1ee9c kh\u00e1c n\u1ed5i b\u1eadt, k\u1ebft h\u1ee3p b\u1ed9 m\u00e3 h\u00f3a th\u1ecb gi\u00e1c v\u1edbi m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u1ec3 hi\u1ec3u v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u1ea3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh. LLaVA \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho c\u00e1c t\u00e1c v\u1ee5 y\u00eau c\u1ea7u s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa hi\u1ec3u bi\u1ebft th\u1ecb gi\u00e1c v\u00e0 ng\u00f4n ng\u1eef, nh\u01b0 ph\u00e2n t\u00edch t\u00e0i li\u1ec7u c\u00f3 h\u00ecnh \u1ea3nh, t\u1ea1o ch\u00fa th\u00edch t\u1ef1 \u0111\u1ed9ng, ho\u1eb7c h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng khi\u1ebfm th\u1ecb.<\/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\/2025\/07\/Ollama-ai-la-gi-3.png\" alt=\"C\u00e1c m\u00f4 h\u00ecnh c\u1ee7a Ollama AI\" class=\"wp-image-117397\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u00e1c m\u00f4 h\u00ecnh c\u1ee7a Ollama AI<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p>C\u00e1c m\u00f4 h\u00ecnh n\u00e0y, c\u00f9ng v\u1edbi nhi\u1ec1u m\u00f4 h\u00ecnh kh\u00e1c c\u00f3 s\u1eb5n trong th\u01b0 vi\u1ec7n c\u1ee7a Ollama (<a href=\"http:\/\/ollama.com\/library\" target=\"_blank\" data-type=\"link\" data-id=\"ollama.com\/library\" rel=\"noreferrer noopener nofollow\">ollama.com\/library<\/a>), \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt li\u00ean t\u1ee5c, \u0111\u1ea3m b\u1ea3o ng\u01b0\u1eddi d\u00f9ng lu\u00f4n c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o nh\u1eefng c\u00f4ng ngh\u1ec7 AI m\u1edbi nh\u1ea5t v\u00e0 ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi nhu c\u1ea7u c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n<h2 id=\"Chi_ph\u00ed_s\u1eed_d\u1ee5ng_Ollama_AI_\"><a id=\"post-117387-_a08fvso8tmbc\"><\/a>Chi ph\u00ed s\u1eed d\u1ee5ng Ollama AI <\/h2>\n\n\n\n<p>Ollama l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u00e3 ngu\u1ed3n m\u1edf v\u00e0 ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed \u0111\u1ec3 t\u1ea3i xu\u1ed1ng v\u00e0 s\u1eed d\u1ee5ng. \u0110i\u1ec1u n\u00e0y mang l\u1ea1i l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 cho ng\u01b0\u1eddi d\u00f9ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong b\u1ed1i c\u1ea3nh chi ph\u00ed s\u1eed d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 AI d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y ng\u00e0y c\u00e0ng t\u0103ng cao.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Mi\u1ec5n ph\u00ed s\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m: <\/strong>B\u1ea1n kh\u00f4ng ph\u1ea3i tr\u1ea3 b\u1ea5t k\u1ef3 kho\u1ea3n ph\u00ed c\u1ea5p ph\u00e9p hay \u0111\u0103ng k\u00fd n\u00e0o \u0111\u1ec3 s\u1eed d\u1ee5ng Ollama. To\u00e0n b\u1ed9 m\u00e3 ngu\u1ed3n \u0111\u1ec1u c\u00f4ng khai, cho ph\u00e9p b\u1ea1n t\u1ef1 do ki\u1ec3m tra, s\u1eeda \u0111\u1ed5i v\u00e0 ph\u00e2n ph\u1ed1i.<\/li>\n\n\n\n<li><strong>Ti\u1ebft ki\u1ec7m chi ph\u00ed API: <\/strong>Khi s\u1eed d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 LLM th\u01b0\u01a1ng m\u1ea1i nh\u01b0 <a href=\"https:\/\/tino.vn\/blog\/chatgpt-la-gi\/\" target=\"_blank\" data-type=\"post\" data-id=\"117010\" rel=\"noreferrer noopener\">OpenAI<\/a>, <a href=\"https:\/\/tino.vn\/blog\/gemini-ai-la-gi\/\" target=\"_blank\" data-type=\"post\" data-id=\"117094\" rel=\"noreferrer noopener\">Google Gemini<\/a> ho\u1eb7c <a href=\"https:\/\/tino.vn\/blog\/claude-ai-la-gi\/\" target=\"_blank\" data-type=\"post\" data-id=\"116742\" rel=\"noreferrer noopener\">Anthropic Claude<\/a>, ng\u01b0\u1eddi d\u00f9ng th\u01b0\u1eddng ph\u1ea3i tr\u1ea3 ph\u00ed d\u1ef1a tr\u00ean s\u1ed1 l\u01b0\u1ee3ng token \u0111\u1ea7u v\u00e0o v\u00e0 \u0111\u1ea7u ra (API calls). V\u1edbi Ollama, c\u00e1c m\u00f4 h\u00ecnh ch\u1ea1y c\u1ee5c b\u1ed9 tr\u00ean m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n, lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n chi ph\u00ed API n\u00e0y.<\/li>\n\n\n\n<li><strong>\u0110\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng ban \u0111\u1ea7u:<\/strong> M\u1eb7c d\u00f9 ph\u1ea7n m\u1ec1m Ollama mi\u1ec5n ph\u00ed, nh\u01b0ng \u0111\u1ec3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n c\u00f3 ph\u1ea7n c\u1ee9ng \u0111\u1ee7 m\u1ea1nh. C\u1ee5 th\u1ec3, m\u1ed9t card \u0111\u1ed3 h\u1ecda (GPU) v\u1edbi b\u1ed9 nh\u1edb VRAM (Video RAM) l\u1edbn l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t. C\u00e1c m\u00f4 h\u00ecnh LLM l\u1edbn c\u00f3 th\u1ec3 y\u00eau c\u1ea7u t\u1eeb v\u00e0i GB \u0111\u1ebfn h\u00e0ng ch\u1ee5c GB VRAM..<\/li>\n\n\n\n<li><strong>Chi ph\u00ed \u0111i\u1ec7n n\u0103ng:<\/strong> Vi\u1ec7c ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh LLM c\u1ee5c b\u1ed9 tr\u00ean GPU c\u00f3 th\u1ec3 ti\u00eau th\u1ee5 m\u1ed9t l\u01b0\u1ee3ng \u0111i\u1ec7n n\u0103ng \u0111\u00e1ng k\u1ec3, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi ch\u1ea1y li\u00ean t\u1ee5c trong th\u1eddi gian d\u00e0i. \u0110\u00e2y l\u00e0 m\u1ed9t chi ph\u00ed v\u1eadn h\u00e0nh nh\u1ecf nh\u01b0ng c\u1ea7n \u0111\u01b0\u1ee3c t\u00ednh \u0111\u1ebfn, \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng doanh nghi\u1ec7p ho\u1eb7c c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u chuy\u00ean s\u00e2u.<\/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\/2025\/07\/Ollama-ai-la-gi-4.png\" alt=\"Chi ph\u00ed s\u1eed d\u1ee5ng Ollama AI \" class=\"wp-image-117398\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Chi ph\u00ed s\u1eed d\u1ee5ng Ollama AI <\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p>Nh\u00ecn chung, Ollama AI mang l\u1ea1i m\u1ed9t gi\u1ea3i ph\u00e1p ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u00e1ng k\u1ec3 cho vi\u1ec7c tri\u1ec3n khai AI, \u0111\u1eb7c bi\u1ec7t l\u00e0 cho nh\u1eefng ai mu\u1ed1n ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n d\u1eef li\u1ec7u v\u00e0 kh\u00f4ng mu\u1ed1n ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y. Chi ph\u00ed ch\u00ednh y\u1ebfu l\u00e0 \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u v\u00e0o ph\u1ea7n c\u1ee9ng, nh\u01b0ng l\u1ee3i \u00edch v\u1ec1 l\u00e2u d\u00e0i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, b\u1ea3o m\u1eadt v\u00e0 kh\u1ea3 n\u0103ng t\u00f9y bi\u1ebfn th\u01b0\u1eddng v\u01b0\u1ee3t xa kho\u1ea3n \u0111\u1ea7u t\u01b0 n\u00e0y.<\/p>\n\n\n\n<h2 id=\"M\u1ed9t_s\u1ed1_\u0111i\u1ec3m_c\u00f2n_h\u1ea1n_ch\u1ebf_c\u1ee7a_Ollama_AI\"><a id=\"post-117387-_b8j2uwz1o9su\"><\/a>M\u1ed9t s\u1ed1 \u0111i\u1ec3m c\u00f2n h\u1ea1n ch\u1ebf c\u1ee7a Ollama AI<\/h2>\n\n\n\n<p>M\u1eb7c d\u00f9 Ollama AI mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong vi\u1ec7c d\u00e2n ch\u1ee7 h\u00f3a quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, nh\u01b0ng n\u00f3 v\u1eabn c\u00f2n m\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t k\u1ef9 l\u01b0\u1ee1ng tr\u01b0\u1edbc khi tri\u1ec3n khai, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t ho\u1eb7c y\u00eau c\u1ea7u cao:<\/p>\n\n\n\n<h3 id=\"Y\u00eau_c\u1ea7u_ph\u1ea7n_c\u1ee9ng_cao\"><a id=\"post-117387-_xescuy7f6lf3\"><\/a><strong>Y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng cao<\/strong><\/h3>\n\n\n\n<p>\u0110\u00e2y l\u00e0 h\u1ea1n ch\u1ebf l\u1edbn nh\u1ea5t c\u1ee7a Ollama. \u0110\u1ec3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh LLM l\u1edbn v\u00e0 ph\u1ee9c t\u1ea1p m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, Ollama y\u00eau c\u1ea7u m\u1ed9t card \u0111\u1ed3 h\u1ecda (GPU) m\u1ea1nh m\u1ebd v\u1edbi dung l\u01b0\u1ee3ng VRAM (Video RAM) \u0111\u00e1ng k\u1ec3.<\/p>\n\n\n\n<h3 id=\"Ph\u1ee5_thu\u1ed9c_v\u00e0o_k\u1ebft_n\u1ed1i_internet_ban_\u0111\u1ea7u_\u0111\u1ec3_t\u1ea3i_m\u00f4_h\u00ecnh\"><a id=\"post-117387-_46kguexdl3gb\"><\/a><strong>Ph\u1ee5 thu\u1ed9c v\u00e0o k\u1ebft n\u1ed1i internet ban \u0111\u1ea7u \u0111\u1ec3 t\u1ea3i m\u00f4 h\u00ecnh<\/strong><\/h3>\n\n\n\n<p>M\u1eb7c d\u00f9 Ollama cho ph\u00e9p ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh ngo\u1ea1i tuy\u1ebfn sau khi t\u1ea3i xu\u1ed1ng, nh\u01b0ng qu\u00e1 tr\u00ecnh t\u1ea3i m\u00f4 h\u00ecnh ban \u0111\u1ea7u v\u1eabn y\u00eau c\u1ea7u k\u1ebft n\u1ed1i internet \u1ed5n \u0111\u1ecbnh v\u00e0 nhanh ch\u00f3ng. C\u00e1c m\u00f4 h\u00ecnh LLM th\u01b0\u1eddng c\u00f3 k\u00edch th\u01b0\u1edbc r\u1ea5t l\u1edbn (v\u00e0i GB \u0111\u1ebfn h\u00e0ng ch\u1ee5c GB), do \u0111\u00f3, vi\u1ec7c t\u1ea3i xu\u1ed1ng c\u00f3 th\u1ec3 m\u1ea5t nhi\u1ec1u th\u1eddi gian v\u00e0 ti\u00eau t\u1ed1n \u0111\u00e1ng k\u1ec3 b\u0103ng th\u00f4ng m\u1ea1ng.<\/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\/2025\/07\/Ollama-ai-la-gi-5.png\" alt=\"M\u1ed9t s\u1ed1 \u0111i\u1ec3m c\u00f2n h\u1ea1n ch\u1ebf c\u1ee7a Ollama AI\" class=\"wp-image-117399\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/Ollama-ai-la-gi-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>M\u1ed9t s\u1ed1 \u0111i\u1ec3m c\u00f2n h\u1ea1n ch\u1ebf c\u1ee7a Ollama AI<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Ti\u1ec1m_\u1ea9n_l\u1ed7_h\u1ed5ng_b\u1ea3o_m\u1eadt_v\u00e0_thi\u1ebfu_x\u00e1c_th\u1ef1c\"><a id=\"post-117387-_gkn3svg3fhdt\"><\/a><strong>Ti\u1ec1m \u1ea9n l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt v\u00e0 thi\u1ebfu x\u00e1c th\u1ef1c<\/strong><\/h3>\n\n\n\n<p>L\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u00e3 ngu\u1ed3n m\u1edf v\u00e0 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ch\u1ea1y c\u1ee5c b\u1ed9, Ollama c\u00f3 th\u1ec3 ti\u1ec1m \u1ea9n c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt n\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh \u0111\u00fang c\u00e1ch ho\u1eb7c n\u1ebfu ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng c\u1eadp nh\u1eadt phi\u00ean b\u1ea3n m\u1edbi nh\u1ea5t. Ng\u01b0\u1eddi d\u00f9ng c\u1ea7n ph\u1ea3i c\u1ea9n tr\u1ecdng trong vi\u1ec7c tri\u1ec3n khai Ollama trong m\u00f4i tr\u01b0\u1eddng m\u1ea1ng kh\u00f4ng an to\u00e0n ho\u1eb7c ti\u1ebfp x\u00fac v\u1edbi internet.<\/p>\n\n\n\n<h3 id=\"Kh\u00f3_kh\u0103n_trong_g\u1ee1_l\u1ed7i_v\u00e0_qu\u1ea3n_l\u00fd_l\u1ed7i\"><a id=\"post-117387-_7fqwp7z7fsm0\"><\/a><strong>Kh\u00f3 kh\u0103n trong g\u1ee1 l\u1ed7i v\u00e0 qu\u1ea3n l\u00fd l\u1ed7i<\/strong><\/h3>\n\n\n\n<p>Khi ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng t\u00edch h\u1ee3p v\u1edbi Ollama, vi\u1ec7c g\u1ee1 l\u1ed7i c\u00e1c ph\u1ea3n h\u1ed3i t\u1eeb m\u00f4 h\u00ecnh ho\u1eb7c x\u1eed l\u00fd c\u00e1c l\u1ed7i ph\u00e1t sinh c\u00f3 th\u1ec3 ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y c\u00f3 t\u00e0i li\u1ec7u v\u00e0 c\u00f4ng c\u1ee5 g\u1ee1 l\u1ed7i phong ph\u00fa.<\/p>\n\n\n\n<h3 id=\"H\u1ea1n_ch\u1ebf_v\u1ec1_kh\u1ea3_n\u0103ng_m\u1edf_r\u1ed9ng\"><a id=\"post-117387-_bt00ttasqwb\"><\/a><strong>H\u1ea1n ch\u1ebf v\u1ec1 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\n<p>Ollama \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ch\u1ee7 y\u1ebfu cho vi\u1ec7c ch\u1ea1y LLM tr\u00ean m\u1ed9t m\u00e1y t\u00ednh c\u00e1 nh\u00e2n ho\u1eb7c m\u1ed9t m\u00e1y ch\u1ee7 \u0111\u01a1n l\u1ebb. M\u1eb7c d\u00f9 c\u00f3 th\u1ec3 tri\u1ec3n khai tr\u00ean Docker ho\u1eb7c Kubernetes, nh\u01b0ng vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 \u0111\u1ec3 ph\u1ee5c v\u1ee5 h\u00e0ng ng\u00e0n ho\u1eb7c h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c.<\/p>\n\n\n\n<h3 id=\"C\u1eadp_nh\u1eadt_m\u00f4_h\u00ecnh_th\u1ee7_c\u00f4ng\"><a id=\"post-117387-_sehgvueb7wt9\"><\/a><strong>C\u1eadp nh\u1eadt m\u00f4 h\u00ecnh th\u1ee7 c\u00f4ng<\/strong><\/h3>\n\n\n\n<p>\u0110\u1ec3 s\u1eed d\u1ee5ng c\u00e1c phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh m\u1edbi nh\u1ea5t ho\u1eb7c c\u00e1c m\u00f4 h\u00ecnh m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh, ng\u01b0\u1eddi d\u00f9ng c\u1ea7n ph\u1ea3i t\u1ef1 m\u00ecnh c\u1eadp nh\u1eadt ho\u1eb7c t\u1ea3i xu\u1ed1ng th\u00f4ng qua Ollama CLI.<\/p>\n\n\n\n<h2 id=\"H\u01b0\u1edbng_d\u1eabn_\u0111\u0103ng_k\u00fd_v\u00e0_s\u1eed_d\u1ee5ng_Ollama_AI\"><a id=\"post-117387-_ef4j2mt55z57\"><\/a>H\u01b0\u1edbng d\u1eabn \u0111\u0103ng k\u00fd v\u00e0 s\u1eed d\u1ee5ng Ollama AI<\/h2>\n\n\n\n<h3 id=\"T\u1ea3i_xu\u1ed1ng_v\u00e0_c\u00e0i_\u0111\u1eb7t_Ollama\"><a id=\"post-117387-_dxnxbu6306ei\"><\/a><strong>T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama<\/strong><\/h3>\n\n\n\n<p><strong>B\u01b0\u1edbc 1:<\/strong> M\u1edf tr\u00ecnh duy\u1ec7t web v\u00e0 truy c\u1eadp v\u00e0o trang web ch\u00ednh th\u1ee9c c\u1ee7a Ollama t\u1ea1i<a href=\"https:\/\/ollama.com\/download\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"> ollama.com<\/a>.<\/p>\n\n\n\n<p><strong>B\u01b0\u1edbc 2: <\/strong>Tr\u00ean trang ch\u1ee7, b\u1ea1n s\u1ebd th\u1ea5y c\u00e1c t\u00f9y ch\u1ecdn t\u1ea3i xu\u1ed1ng cho c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh kh\u00e1c nhau nh\u01b0 macOS, Windows, Linux v\u00e0 Docker. H\u00e3y ch\u1ecdn phi\u00ean b\u1ea3n ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 \u0111i\u1ec1u h\u00e0nh m\u00e0 b\u1ea1n \u0111ang s\u1eed d\u1ee5ng.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"746\" height=\"421\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-1.png\" alt=\"T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama\" class=\"wp-image-117388\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-1.png 746w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-1-300x169.png 300w\" sizes=\"(max-width: 746px) 100vw, 746px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>Sau khi c\u00e0i \u0111\u1eb7t th\u00e0nh c\u00f4ng, Ollama s\u1ebd ch\u1ea1y ng\u1ea7m tr\u00ean h\u1ec7 th\u1ed1ng c\u1ee7a b\u1ea1n, s\u1eb5n s\u00e0ng \u0111\u1ec3 b\u1ea1n t\u01b0\u01a1ng t\u00e1c.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"947\" height=\"700\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-2.png\" alt=\"T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama\" class=\"wp-image-117389\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-2.png 947w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-2-300x222.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-2-768x568.png 768w\" sizes=\"(max-width: 947px) 100vw, 947px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>M\u1edf tr\u00ecnh duy\u1ec7t v\u00e0 truy c\u1eadp http:\/\/localhost:11434. N\u1ebfu hi\u1ec7n th\u00f4ng b\u00e1o &#8220;<strong>Ollama is running<\/strong>&#8221; t\u1ee9c l\u00e0 \u0111\u00e3 c\u00e0i \u0111\u1eb7t th\u00e0nh c\u00f4ng.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"663\" height=\"401\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-3.png\" alt=\"T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama\" class=\"wp-image-117390\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-3.png 663w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-3-300x181.png 300w\" sizes=\"(max-width: 663px) 100vw, 663px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p><strong>B\u01b0\u1edbc 3:<\/strong> Ollama ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n th\u00f4ng qua giao di\u1ec7n d\u00f2ng l\u1ec7nh (CLI). B\u1ea1n c\u00f3 th\u1ec3 m\u1edf terminal (ho\u1eb7c Command Prompt (CMD)\/PowerShell tr\u00ean Windows) \u0111\u1ec3 b\u1eaft \u0111\u1ea7u.<\/p>\n\n\n\n<p>V\u00ed d\u1ee5: Tino s\u1ebd c\u00e0i \u0111\u1eb7t Ollama tr\u00ean Windows, t\u1ea1i c\u1eeda s\u1ed5 CMD, g\u00f5 l\u1ec7nh sau \u0111\u1ec3 ki\u1ec3m tra phi\u00ean b\u1ea3n:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama --version<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1002\" height=\"537\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-4.png\" alt=\"T\u1ea3i xu\u1ed1ng v\u00e0 c\u00e0i \u0111\u1eb7t Ollama\" class=\"wp-image-117391\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-4.png 1002w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-4-300x161.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-4-768x412.png 768w\" sizes=\"(max-width: 1002px) 100vw, 1002px\" \/><figcaption class=\"wp-element-caption\"><strong>Ki\u1ec3m tra phi\u00ean b\u1ea3n<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h3 id=\"T\u1ea3i_v\u00e0_ch\u1ea1y_m\u1ed9t_m\u00f4_h\u00ecnh_AI\"><a id=\"post-117387-_ncf8fz9c2yks\"><\/a><strong>T\u1ea3i v\u00e0 ch\u1ea1y m\u1ed9t m\u00f4 h\u00ecnh AI<\/strong><\/h3>\n\n\n\n<p><strong>T\u1ea3i m\u1ed9t m\u00f4 h\u00ecnh (v\u00ed d\u1ee5 Llama 3)<\/strong>:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama pull llama3<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1006\" height=\"542\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-5.png\" alt=\"T\u1ea3i m\u1ed9t m\u00f4 h\u00ecnh\" class=\"wp-image-117392\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-5.png 1006w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-5-300x162.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-5-768x414.png 768w\" sizes=\"(max-width: 1006px) 100vw, 1006px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u1ea3i m\u1ed9t m\u00f4 h\u00ecnh<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p><strong>Ch\u1ea1y m\u00f4 h\u00ecnh LLaMA 3:<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama run llama3<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"998\" height=\"532\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-6.png\" alt=\"Ch\u1ea1y m\u00f4 h\u00ecnh\" class=\"wp-image-117393\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-6.png 998w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-6-300x160.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-6-768x409.png 768w\" sizes=\"(max-width: 998px) 100vw, 998px\" \/><figcaption class=\"wp-element-caption\"><strong>Ch\u1ea1y m\u00f4 h\u00ecnh<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>Sau \u0111\u00f3, b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u g\u00f5 c\u00e2u h\u1ecfi v\u00e0 tr\u00f2 chuy\u1ec7n v\u1edbi m\u00f4 h\u00ecnh tr\u1ef1c ti\u1ebfp trong CMD. B\u1ea1n c\u00f3 th\u1ec3 nh\u1eadp c\u00e2u h\u1ecfi, y\u00eau c\u1ea7u b\u1eb1ng ti\u1ebfng Vi\u1ec7t ho\u1eb7c ti\u1ebfng Anh.<\/p>\n\n\n\n<p><strong>K\u1ebft th\u00fac phi\u00ean chat: <\/strong><\/p>\n\n\n\n<p>Nh\u1ea5n <strong>Ctrl+C<\/strong> -> <strong>Ctrl + D<\/strong><\/p>\n\n\n\n<p><strong>Li\u1ec7t k\u00ea c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 c\u00e0i \u0111\u1eb7t:<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama list<\/code><\/pre>\n\n\n\n<p>M\u1ed9t s\u1ed1 l\u1ec7nh c\u01a1 b\u1ea3n c\u1ee7a Ollama:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\n<p><strong>L\u1ec7nh<\/strong><\/p>\n<\/th><th>\n<p><strong>Ch\u1ee9c n\u0103ng<\/strong><\/p>\n<\/th><\/tr><tr><th>\n<p>ollama run &lt;t\u00ean_m\u00f4_h\u00ecnh&gt;<\/p>\n<\/th><th>\n<p>Ch\u1ea1y m\u00f4 h\u00ecnh<\/p>\n<\/th><\/tr><tr><th>\n<p>ollama pull &lt;t\u00ean_m\u00f4_h\u00ecnh&gt;<\/p>\n<\/th><th>\n<p>T\u1ea3i m\u00f4 h\u00ecnh v\u1ec1 m\u00e1y<\/p>\n<\/th><\/tr><tr><th>\n<p>ollama list<\/p>\n<\/th><th>\n<p>Xem danh s\u00e1ch c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 t\u1ea3i<\/p>\n<\/th><\/tr><tr><th>\n<p>ollama rm &lt;t\u00ean_m\u00f4_h\u00ecnh&gt;<\/p>\n<\/th><th>\n<p>X\u00f3a m\u00f4 h\u00ecnh kh\u1ecfi m\u00e1y<\/p>\n<\/th><\/tr><tr><th>\n<p>ollama create &lt;model&gt;<\/p>\n<\/th><th>\n<p>T\u1ea1o m\u00f4 h\u00ecnh t\u00f9y ch\u1ec9nh t\u1eeb Modelfile<\/p>\n<\/th><\/tr><tr><th>\n<p>ollama server<\/p>\n<\/th><th>\n<p>Ch\u1ea1y server Ollama \u0111\u1ec3 t\u00edch h\u1ee3p qua API<\/p>\n<\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h3 id=\"S\u1eed_d\u1ee5ng_giao_di\u1ec7n_ng\u01b0\u1eddi_d\u00f9ng_web_(t\u00f9y_ch\u1ecdn)\"><a id=\"post-117387-_tg238hk9uqhz\"><\/a><strong>S\u1eed d\u1ee5ng giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng web (t\u00f9y ch\u1ecdn)<\/strong><\/h3>\n\n\n\n<p>Ngo\u00e0i CLI v\u00e0 API, c\u1ed9ng \u0111\u1ed3ng Ollama c\u0169ng \u0111\u00e3 ph\u00e1t tri\u1ec3n nhi\u1ec1u giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng web (WebUI) th\u00e2n thi\u1ec7n, gi\u00fap vi\u1ec7c t\u01b0\u01a1ng t\u00e1c v\u1edbi Ollama tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n cho nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng quen thu\u1ed9c v\u1edbi d\u00f2ng l\u1ec7nh. M\u1ed9t trong nh\u1eefng WebUI ph\u1ed5 bi\u1ebfn l\u00e0 Open WebUI (tr\u01b0\u1edbc \u0111\u00e2y l\u00e0 Ollama WebUI):<\/p>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 c\u00e0i \u0111\u1eb7t Open WebUI th\u00f4ng qua Docker ho\u1eb7c c\u00e1c ph\u01b0\u01a1ng ph\u00e1p kh\u00e1c \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn tr\u00ean trang GitHub c\u1ee7a d\u1ef1 \u00e1n. Sau khi c\u00e0i \u0111\u1eb7t, Open WebUI s\u1ebd cung c\u1ea5p m\u1ed9t giao di\u1ec7n gi\u1ed1ng nh\u01b0 ChatGPT, n\u01a1i b\u1ea1n c\u00f3 th\u1ec3 ch\u1ecdn m\u00f4 h\u00ecnh, nh\u1eadp c\u00e2u h\u1ecfi v\u00e0 xem ph\u1ea3n h\u1ed3i m\u1ed9t c\u00e1ch tr\u1ef1c quan.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"1000\" height=\"542\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-7.png\" alt=\"S\u1eed d\u1ee5ng giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng web (t\u00f9y ch\u1ecdn)\" class=\"wp-image-117394\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-7.png 1000w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-7-300x163.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/07\/word-image-117387-7-768x416.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\"><strong>S\u1eed d\u1ee5ng giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng web (t\u00f9y ch\u1ecdn)<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h3 id=\"K\u1ebft_lu\u1eadn\"><a id=\"post-117387-_uxp16e5btxec\"><\/a><strong>K\u1ebft lu\u1eadn<\/strong><\/h3>\n\n\n\n<p>V\u1edbi kh\u1ea3 n\u0103ng ch\u1ea1y ngo\u1ea1i tuy\u1ebfn, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 chi ph\u00ed mi\u1ec5n ph\u00ed, Ollama l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho nh\u00e0 ph\u00e1t tri\u1ec3n, nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 doanh nghi\u1ec7p nh\u1ecf. H\u00e3y th\u1eed c\u00e0i \u0111\u1eb7t v\u00e0 kh\u00e1m ph\u00e1 Ollama AI ngay h\u00f4m nay \u0111\u1ec3 tr\u1ea3i nghi\u1ec7m s\u1ee9c m\u1ea1nh c\u1ee7a AI c\u1ee5c b\u1ed9!<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><a id=\"post-117387-_qgmnfoo2icdu\"><\/a>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/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=\"Ollama_AI_c\u00f3_mi\u1ec5n_ph\u00ed_kh\u00f4ng?\">Ollama AI c\u00f3 mi\u1ec5n ph\u00ed 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>Ollama AI ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed \u0111\u1ec3 t\u1ea3i xu\u1ed1ng v\u00e0 s\u1eed d\u1ee5ng. \u0110\u00e2y l\u00e0 m\u1ed9t d\u1ef1 \u00e1n m\u00e3 ngu\u1ed3n m\u1edf n\u00ean b\u1ea1n kh\u00f4ng ph\u1ea3i tr\u1ea3 b\u1ea5t k\u1ef3 kho\u1ea3n ph\u00ed c\u1ea5p ph\u00e9p hay \u0111\u0103ng k\u00fd n\u00e0o.<\/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=\"T\u00f4i_c\u1ea7n_c\u1ea5u_h\u00ecnh_m\u00e1y_t\u00ednh_nh\u01b0_th\u1ebf_n\u00e0o_\u0111\u1ec3_ch\u1ea1y_Ollama_AI?\">T\u00f4i c\u1ea7n c\u1ea5u h\u00ecnh m\u00e1y t\u00ednh nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 ch\u1ea1y Ollama AI?<\/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>\u0110\u1ec3 ch\u1ea1y Ollama AI hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n m\u1ed9t card \u0111\u1ed3 h\u1ecda (GPU) m\u1ea1nh m\u1ebd v\u1edbi dung l\u01b0\u1ee3ng VRAM \u0111\u00e1ng k\u1ec3. C\u00e1c m\u00f4 h\u00ecnh LLM l\u1edbn nh\u01b0 Llama 3.3 ho\u1eb7c DeepSeek-R1 c\u00f3 th\u1ec3 y\u00eau c\u1ea7u t\u1eeb 8GB \u0111\u1ebfn 24GB VRAM ho\u1eb7c h\u01a1n, t\u00f9y thu\u1ed9c v\u00e0o k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh. M\u1eb7c d\u00f9 Ollama c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean CPU, nh\u01b0ng hi\u1ec7u su\u1ea5t s\u1ebd gi\u1ea3m \u0111\u00e1ng k\u1ec3 v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i s\u1ebd r\u1ea5t ch\u1eadm. Ngo\u00e0i ra, b\u1ea1n c\u1ea7n c\u00f3 \u0111\u1ee7 dung l\u01b0\u1ee3ng \u1ed5 c\u1ee9ng \u0111\u1ec3 l\u01b0u tr\u1eef c\u00e1c m\u00f4 h\u00ecnh (th\u01b0\u1eddng t\u1eeb v\u00e0i GB \u0111\u1ebfn h\u00e0ng ch\u1ee5c GB m\u1ed7i m\u00f4 h\u00ecnh).<\/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=\"T\u00f4i_c\u00f3_th\u1ec3_s\u1eed_d\u1ee5ng_Ollama_AI_ngo\u1ea1i_tuy\u1ebfn_kh\u00f4ng?\">T\u00f4i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Ollama AI ngo\u1ea1i tuy\u1ebfn 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>C\u00f3, m\u1ed9t trong nh\u1eefng l\u1ee3i th\u1ebf l\u1edbn c\u1ee7a Ollama l\u00e0 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng ho\u00e0n to\u00e0n ngo\u1ea1i tuy\u1ebfn sau khi \u0111\u00e3 t\u1ea3i xu\u1ed1ng m\u00f4 h\u00ecnh. B\u1ea1n ch\u1ec9 c\u1ea7n k\u1ebft n\u1ed1i internet trong l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u1ec3 t\u1ea3i xu\u1ed1ng m\u00f4 h\u00ecnh mong mu\u1ed1n. Sau \u0111\u00f3, t\u1ea5t c\u1ea3 c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4 h\u00ecnh \u0111\u1ec1u di\u1ec5n ra c\u1ee5c b\u1ed9 tr\u00ean m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n m\u00e0 kh\u00f4ng c\u1ea7n k\u1ebft n\u1ed1i internet.<\/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=\"Ollama_AI_c\u00f3_ph\u00f9_h\u1ee3p_cho_doanh_nghi\u1ec7p_kh\u00f4ng?\">Ollama AI c\u00f3 ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p 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>Ollama c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p cho m\u1ed9t s\u1ed1 lo\u1ea1i h\u00ecnh doanh nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng t\u1ed5 ch\u1ee9c:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00f3 \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt \u0111\u1ee7 m\u1ea1nh \u0111\u1ec3 tri\u1ec3n khai v\u00e0 b\u1ea3o tr\u00ec h\u1ec7 th\u1ed1ng c\u1ee5c b\u1ed9<\/li>\n\n\n\n<li>C\u1ea7n b\u1ea3o m\u1eadt d\u1eef li\u1ec7u cao v\u00e0 kh\u00f4ng mu\u1ed1n g\u1eedi th\u00f4ng tin nh\u1ea1y c\u1ea3m l\u00ean \u0111\u00e1m m\u00e2y<\/li>\n\n\n\n<li>C\u00f3 ng\u00e2n s\u00e1ch h\u1ea1n ch\u1ebf cho d\u1ecbch v\u1ee5 AI v\u00e0 mu\u1ed1n ti\u1ebft ki\u1ec7m chi ph\u00ed API l\u00e2u d\u00e0i<\/li>\n\n\n\n<li>C\u1ea7n ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n m\u00f4i tr\u01b0\u1eddng AI v\u00e0 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh<\/li>\n<\/ul>\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\": \"Ollama AI c\u00f3 mi\u1ec5n ph\u00ed kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Ollama AI ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed \u0111\u1ec3 t\u1ea3i xu\u1ed1ng v\u00e0 s\u1eed d\u1ee5ng. \u0110\u00e2y l\u00e0 m\u1ed9t d\u1ef1 \u00e1n m\u00e3 ngu\u1ed3n m\u1edf n\u00ean b\u1ea1n kh\u00f4ng ph\u1ea3i tr\u1ea3 b\u1ea5t k\u1ef3 kho\u1ea3n ph\u00ed c\u1ea5p ph\u00e9p hay \u0111\u0103ng k\u00fd n\u00e0o.<\/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\": \"T\u00f4i c\u1ea7n c\u1ea5u h\u00ecnh m\u00e1y t\u00ednh nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 ch\u1ea1y Ollama AI?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>\u0110\u1ec3 ch\u1ea1y Ollama AI hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n m\u1ed9t card \u0111\u1ed3 h\u1ecda (GPU) m\u1ea1nh m\u1ebd v\u1edbi dung l\u01b0\u1ee3ng VRAM \u0111\u00e1ng k\u1ec3. C\u00e1c m\u00f4 h\u00ecnh LLM l\u1edbn nh\u01b0 Llama 3.3 ho\u1eb7c DeepSeek-R1 c\u00f3 th\u1ec3 y\u00eau c\u1ea7u t\u1eeb 8GB \u0111\u1ebfn 24GB VRAM ho\u1eb7c h\u01a1n, t\u00f9y thu\u1ed9c v\u00e0o k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh. M\u1eb7c d\u00f9 Ollama c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean CPU, nh\u01b0ng hi\u1ec7u su\u1ea5t s\u1ebd gi\u1ea3m \u0111\u00e1ng k\u1ec3 v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i s\u1ebd r\u1ea5t ch\u1eadm. Ngo\u00e0i ra, b\u1ea1n c\u1ea7n c\u00f3 \u0111\u1ee7 dung l\u01b0\u1ee3ng \u1ed5 c\u1ee9ng \u0111\u1ec3 l\u01b0u tr\u1eef c\u00e1c m\u00f4 h\u00ecnh (th\u01b0\u1eddng t\u1eeb v\u00e0i GB \u0111\u1ebfn h\u00e0ng ch\u1ee5c GB m\u1ed7i m\u00f4 h\u00ecnh).<\/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\": \"T\u00f4i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Ollama AI ngo\u1ea1i tuy\u1ebfn kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>C\u00f3, m\u1ed9t trong nh\u1eefng l\u1ee3i th\u1ebf l\u1edbn c\u1ee7a Ollama l\u00e0 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng ho\u00e0n to\u00e0n ngo\u1ea1i tuy\u1ebfn sau khi \u0111\u00e3 t\u1ea3i xu\u1ed1ng m\u00f4 h\u00ecnh. B\u1ea1n ch\u1ec9 c\u1ea7n k\u1ebft n\u1ed1i internet trong l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u1ec3 t\u1ea3i xu\u1ed1ng m\u00f4 h\u00ecnh mong mu\u1ed1n. Sau \u0111\u00f3, t\u1ea5t c\u1ea3 c\u00e1c t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4 h\u00ecnh \u0111\u1ec1u di\u1ec5n ra c\u1ee5c b\u1ed9 tr\u00ean m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n m\u00e0 kh\u00f4ng c\u1ea7n k\u1ebft n\u1ed1i internet.<\/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\": \"Ollama AI c\u00f3 ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Ollama c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p cho m\u1ed9t s\u1ed1 lo\u1ea1i h\u00ecnh doanh nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng t\u1ed5 ch\u1ee9c:<\/p><ul><li>C\u00f3 \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt \u0111\u1ee7 m\u1ea1nh \u0111\u1ec3 tri\u1ec3n khai v\u00e0 b\u1ea3o tr\u00ec h\u1ec7 th\u1ed1ng c\u1ee5c b\u1ed9<\/li><li>C\u1ea7n b\u1ea3o m\u1eadt d\u1eef li\u1ec7u cao v\u00e0 kh\u00f4ng mu\u1ed1n g\u1eedi th\u00f4ng tin nh\u1ea1y c\u1ea3m l\u00ean \u0111\u00e1m m\u00e2y<\/li><li>C\u00f3 ng\u00e2n s\u00e1ch h\u1ea1n ch\u1ebf cho d\u1ecbch v\u1ee5 AI v\u00e0 mu\u1ed1n ti\u1ebft ki\u1ec7m chi ph\u00ed API l\u00e2u d\u00e0i<\/li><li>C\u1ea7n ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n m\u00f4i tr\u01b0\u1eddng AI v\u00e0 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh<\/li><\/ul>\"\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>Khi nhu c\u1ea7u s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn linh ho\u1ea1t, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 \u0111\u1ea3m b\u1ea3o quy\u1ec1n ri\u00eang t\u01b0 ng\u00e0y c\u00e0ng t\u0103ng, Ollama AI n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p m\u00e3 ngu\u1ed3n m\u1edf \u0111\u1ed9t ph\u00e1, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh AI ti\u00ean ti\u1ebfn ngay tr\u00ean m\u00e1y t\u00ednh c\u00e1 [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":117454,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7396],"tags":[7398],"class_list":["post-117387","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-cu-ai","tag-cong-cu-ai"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/117387","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=117387"}],"version-history":[{"count":2,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/117387\/revisions"}],"predecessor-version":[{"id":122257,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/117387\/revisions\/122257"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/117454"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=117387"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=117387"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=117387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}