{"id":120536,"date":"2025-11-03T16:38:54","date_gmt":"2025-11-03T09:38:54","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=120536"},"modified":"2026-01-02T17:14:17","modified_gmt":"2026-01-02T10:14:17","slug":"model-cua-deepseek","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/model-cua-deepseek\/","title":{"rendered":"Kh\u00e1m ph\u00e1 c\u00e1c model c\u1ee7a DeepSeek (2026): L\u1ef1a ch\u1ecdn n\u00e0o t\u1ed1i \u01b0u nh\u1ea5t cho nhu c\u1ea7u AI c\u1ee7a b\u1ea1n?"},"content":{"rendered":"\n<p><strong>Th\u1ecb tr\u01b0\u1eddng AI \u0111ang ch\u1ee9ng ki\u1ebfn cu\u1ed9c c\u1ea1nh tranh kh\u1ed1c li\u1ec7t gi\u1eefa nh\u1eefng \u201cg\u00e3 kh\u1ed5ng l\u1ed3\u201d c\u00f4ng ngh\u1ec7. Trong khi<a href=\"https:\/\/tino.vn\/blog\/model-cua-openai\/\" data-type=\"post\" data-id=\"120487\" target=\"_blank\" rel=\"noreferrer noopener\"> OpenAI<\/a> v\u00e0 <a href=\"https:\/\/tino.vn\/blog\/model-cua-gemini\/\" target=\"_blank\" data-type=\"post\" data-id=\"120523\" rel=\"noreferrer noopener\">Google Gemini<\/a> li\u00ean t\u1ee5c tung ra c\u00e1c th\u1ebf h\u1ec7 model m\u1ea1nh m\u1ebd, DeepSeek l\u1ea1i \u00e2m th\u1ea7m x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i ri\u00eang v\u1edbi nh\u1eefng m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho c\u00e1c m\u1ee5c ti\u00eau kh\u00e1c nhau. \u0110\u1ec3 bi\u1ebft th\u00eam chi ti\u1ebft, b\u1ea1n h\u00e3y c\u00f9ng Tino kh\u00e1m ph\u00e1 c\u00e1c model c\u1ee7a DeepSeek qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y nh\u00e9!<\/strong><\/p>\n\n\n\n<h2 id=\"T\u1ed5ng_quan_h\u1ec7_sinh_th\u00e1i_model_DeepSeek\"><a id=\"post-120536-_8fevjamlhf5y\"><\/a>T\u1ed5ng quan h\u1ec7 sinh th\u00e1i model DeepSeek<\/h2>\n\n\n\n<p>Thay v\u00ec ch\u1ea1y theo xu h\u01b0\u1edbng t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh \u201cto\u00e0n n\u0103ng\u201d c\u00f3 th\u1ec3 l\u00e0m m\u1ecdi th\u1ee9, DeepSeek l\u1ef1a ch\u1ecdn m\u1ed9t h\u01b0\u1edbng \u0111i t\u00e1o b\u1ea1o v\u00e0 th\u1ef1c t\u1ebf h\u01a1n, \u0111\u00f3 l\u00e0 x\u00e2y d\u1ef1ng h\u1ec7 sinh th\u00e1i model chuy\u00ean bi\u1ec7t.<\/p>\n\n\n\n<p>Tri\u1ebft l\u00fd n\u00e0y cho ph\u00e9p DeepSeek t\u1eadp trung to\u00e0n b\u1ed9 s\u1ee9c m\u1ea1nh hu\u1ea5n luy\u1ec7n, d\u1eef li\u1ec7u v\u00e0 ki\u1ebfn tr\u00fac v\u00e0o t\u1eebng nh\u00f3m t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3. K\u1ebft qu\u1ea3 l\u00e0, m\u1ed7i model c\u1ee7a h\u1ecd \u0111\u1ec1u \u0111\u1ea1t hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i trong l\u0129nh v\u1ef1c ri\u00eang \u2014 t\u1eeb l\u1eadp tr\u00ecnh, to\u00e1n h\u1ecdc, \u0111\u1ebfn t\u01b0 duy logic \u2014 trong khi t\u1ed1i \u01b0u \u0111\u00e1ng k\u1ec3 v\u1ec1 chi ph\u00ed v\u1eadn h\u00e0nh so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111a n\u0103ng c\u1ed3ng k\u1ec1nh.<\/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\/11\/model-cua-deepseek-1.png\" alt=\"T\u1ed5ng quan h\u1ec7 sinh th\u00e1i model DeepSeek\" class=\"wp-image-120537\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u1ed5ng quan h\u1ec7 sinh th\u00e1i model DeepSeek<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p>C\u00e1ch ti\u1ebfp c\u1eadn \u0111\u00f3 kh\u00f4ng ch\u1ec9 gi\u00fap DeepSeek c\u1ea1nh tranh s\u00f2ng ph\u1eb3ng v\u1edbi nh\u1eefng \u201c\u00f4ng l\u1edbn\u201d AI, m\u00e0 c\u00f2n m\u1edf ra h\u01b0\u1edbng \u1ee9ng d\u1ee5ng linh ho\u1ea1t, t\u00f9y ch\u1ec9nh theo t\u1eebng nhu c\u1ea7u th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Xem chi ti\u1ebft: <a href=\"https:\/\/tino.vn\/blog\/deepseek-ai-la-gi\/\" data-type=\"post\" data-id=\"117115\" target=\"_blank\" rel=\"noreferrer noopener\">DeepSeek AI l\u00e0 g\u00ec?<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 id=\"Ph\u00e2n_lo\u1ea1i_model_theo_n\u0103ng_l\u1ef1c_x\u1eed_l\u00fd\"><a id=\"post-120536-_t2pxa75hw1kc\"><\/a>Ph\u00e2n lo\u1ea1i model theo n\u0103ng l\u1ef1c x\u1eed l\u00fd<\/h2>\n\n\n\n<p>C\u00e1c model trong h\u1ec7 sinh th\u00e1i DeepSeek c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh ba nh\u00f3m ch\u00ednh, ph\u1ea3n \u00e1nh r\u00f5 \u0111\u1ecbnh h\u01b0\u1edbng t\u1ed1i \u01b0u h\u00f3a cho t\u1eebng m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng:<\/p>\n\n\n\n<h3 id=\"1._M\u00f4_h\u00ecnh_\u0111a_d\u1ee5ng_(Generalists)\"><a id=\"post-120536-_a4fsc1gugfyd\"><\/a><strong>1. M\u00f4 h\u00ecnh \u0111a d\u1ee5ng (Generalists)<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V\u00ed d\u1ee5: <\/strong>DeepSeek-LLM, DeepSeek-V2, <a href=\"https:\/\/chat.deepseek.com\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/chat.deepseek.com\/\" rel=\"noreferrer noopener nofollow\">DeepSeek Chat<\/a>.<\/li>\n\n\n\n<li><strong>\u0110\u1eb7c \u0111i\u1ec3m:<\/strong> L\u00e0 nh\u1eefng model ng\u00f4n ng\u1eef t\u1ed5ng qu\u00e1t, c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ea3m nh\u1eadn nhi\u1ec1u t\u00e1c v\u1ee5 kh\u00e1c nhau nh\u01b0 h\u1ecfi \u0111\u00e1p, t\u00f3m t\u1eaft v\u0103n b\u1ea3n, s\u00e1ng t\u1ea1o n\u1ed9i dung ho\u1eb7c h\u1ed9i tho\u1ea1i t\u1ef1 nhi\u00ean.<\/li>\n\n\n\n<li><strong>\u01afu \u0111i\u1ec3m:<\/strong> Linh ho\u1ea1t, d\u1ec5 tri\u1ec3n khai trong nhi\u1ec1u t\u00ecnh hu\u1ed1ng m\u00e0 kh\u00f4ng c\u1ea7n tinh ch\u1ec9nh 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\/11\/model-cua-deepseek-2.png\" alt=\"Ph\u00e2n lo\u1ea1i model theo n\u0103ng l\u1ef1c x\u1eed l\u00fd\" class=\"wp-image-120538\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Ph\u00e2n lo\u1ea1i model theo n\u0103ng l\u1ef1c x\u1eed l\u00fd<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"2._M\u00f4_h\u00ecnh_chuy\u00ean_bi\u1ec7t_(Specialists)\"><a id=\"post-120536-_l23wh545uf50\"><\/a><strong>2. M\u00f4 h\u00ecnh chuy\u00ean bi\u1ec7t (Specialists)<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V\u00ed d\u1ee5: <\/strong>DeepSeek Coder, DeepSeek Math, DeepSeek Reasoner.<\/li>\n\n\n\n<li><strong>\u0110\u1eb7c \u0111i\u1ec3m:<\/strong> \u0110\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n chuy\u00ean s\u00e2u tr\u00ean t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 trong m\u1ed9t l\u0129nh v\u1ef1c duy nh\u1ea5t (v\u00ed d\u1ee5: h\u00e0ng ngh\u00ecn t\u1ef7 token code cho DeepSeek Coder).<\/li>\n\n\n\n<li><strong>\u01afu \u0111i\u1ec3m: <\/strong>X\u1eed l\u00fd t\u00e1c v\u1ee5 chuy\u00ean ng\u00e0nh v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 v\u01b0\u1ee3t tr\u1ed9i, \u0111\u1eb7c bi\u1ec7t khi gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n l\u1eadp tr\u00ecnh, ph\u00e2n t\u00edch logic ho\u1eb7c to\u00e1n h\u1ecdc n\u00e2ng cao.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"3._M\u00f4_h\u00ecnh_\u0111a_ph\u01b0\u01a1ng_th\u1ee9c_(Multi-modal)\"><a id=\"post-120536-_lofq1mpey5ls\"><\/a><strong>3. M\u00f4 h\u00ecnh \u0111a ph\u01b0\u01a1ng th\u1ee9c (Multi-modal)<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V\u00ed d\u1ee5: <\/strong>DeepSeek Vision.<\/li>\n\n\n\n<li><strong>\u0110\u1eb7c \u0111i\u1ec3m: <\/strong>C\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u v\u00e0 x\u1eed l\u00fd nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o \u2014 v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh (v\u00e0 trong t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng sang video, \u00e2m thanh).<\/li>\n\n\n\n<li><strong>\u1ee8ng d\u1ee5ng: <\/strong>M\u00f4 t\u1ea3 h\u00ecnh \u1ea3nh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ef1c quan, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi d\u1ef1a tr\u00ean h\u00ecnh \u1ea3nh ho\u1eb7c t\u00e0i li\u1ec7u scan.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"Danh_s\u00e1ch_c\u00e1c_model_c\u1ee7a_DeepSeek_(c\u1eadp_nh\u1eadt_2026)\"><a id=\"post-120536-_oapjxboress5\"><\/a>Danh s\u00e1ch c\u00e1c model c\u1ee7a DeepSeek (c\u1eadp nh\u1eadt 2026)<\/h2>\n\n\n\n<h3 id=\"DeepSeek-V2_\u2013_D\u00f2ng_Flagship_m\u1edbi_nh\u1ea5t_v\u1edbi_ki\u1ebfn_tr\u00fac_MoE\"><a id=\"post-120536-_hv1ep8b3obp7\"><\/a><strong>DeepSeek-V2 \u2013 D\u00f2ng Flagship m\u1edbi nh\u1ea5t v\u1edbi ki\u1ebfn tr\u00fac MoE<\/strong><\/h3>\n\n\n\n<p>DeepSeek-V2 l\u00e0 \u201c\u00e1t ch\u1ee7 b\u00e0i\u201d m\u1edbi nh\u1ea5t c\u1ee7a DeepSeek, \u0111\u1ea1i di\u1ec7n cho th\u1ebf h\u1ec7 AI t\u1ea1o sinh (Generative AI) hi\u1ec7n \u0111\u1ea1i, s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture-of-Experts (MoE) \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u n\u0103ng c\u1ef1c cao m\u00e0 chi ph\u00ed t\u00ednh to\u00e1n l\u1ea1i th\u1ea5p \u0111\u00e1ng kinh ng\u1ea1c.<\/p>\n\n\n\n<p><em><span style=\"text-decoration: underline;\">Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt:<\/span><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ed5ng tham s\u1ed1 (Total Parameters): <\/strong>236 t\u1ef7<\/li>\n\n\n\n<li><strong>Tham s\u1ed1 k\u00edch ho\u1ea1t (Active Parameters): <\/strong>~21 t\u1ef7\/token<\/li>\n<\/ul>\n\n\n\n<p>M\u00f4 h\u00ecnh c\u00f3 quy m\u00f4 t\u01b0\u01a1ng \u0111\u01b0\u01a1ng 236B nh\u01b0ng ch\u1ec9 s\u1eed d\u1ee5ng m\u1ed9t ph\u1ea7n nh\u1ecf tham s\u1ed1 trong m\u1ed7i l\u1ea7n suy lu\u1eadn. Nh\u1edd v\u1eady, DeepSeek-V2 v\u1eadn h\u00e0nh nhanh, r\u1ebb v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n nhi\u1ec1u m\u00f4 h\u00ecnh \u201ckh\u1ed5ng l\u1ed3\u201d kh\u00e1c.<\/p>\n\n\n\n<p><em><span style=\"text-decoration: underline;\">C\u00e1c phi\u00ean b\u1ea3n ch\u00ednh:<\/span><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-V2-Base: <\/strong>Phi\u00ean b\u1ea3n n\u1ec1n t\u1ea3ng d\u00e0nh cho nghi\u00ean c\u1ee9u v\u00e0 fine-tune t\u00f9y ch\u1ec9nh.<\/li>\n\n\n\n<li><strong>DeepSeek-V2-Chat:<\/strong> Phi\u00ean b\u1ea3n \u0111\u01b0\u1ee3c tinh ch\u1ec9nh chuy\u00ean s\u00e2u cho h\u1ed9i tho\u1ea1i, vi\u1ebft n\u1ed9i dung v\u00e0 x\u1eed l\u00fd h\u01b0\u1edbng d\u1eabn t\u1ef1 nhi\u00ean.<\/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\/11\/model-cua-deepseek-3.png\" alt=\"Danh s\u00e1ch c\u00e1c model c\u1ee7a DeepSeek\" class=\"wp-image-120539\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Danh s\u00e1ch c\u00e1c model c\u1ee7a DeepSeek<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"DeepSeek-V2-Lite_\u2013_Phi\u00ean_b\u1ea3n_r\u00fat_g\u1ecdn_t\u1ed1i_\u01b0u\"><a id=\"post-120536-_v8c4ale32plx\"><\/a><strong>DeepSeek-V2-Lite \u2013 Phi\u00ean b\u1ea3n r\u00fat g\u1ecdn t\u1ed1i \u01b0u<\/strong><\/h3>\n\n\n\n<p><strong>K\u00edch th\u01b0\u1edbc: <\/strong>Nh\u1ecf h\u01a1n, nh\u1eb9 h\u01a1n nh\u01b0ng v\u1eabn duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra cao.<\/p>\n\n\n\n<p><strong>\u01afu \u0111i\u1ec3m: <\/strong>Suy lu\u1eadn nhanh, ti\u1ebft ki\u1ec7m chi ph\u00ed, ph\u00f9 h\u1ee3p cho \u1ee9ng d\u1ee5ng c\u1ea7n ph\u1ea3n h\u1ed3i t\u1ee9c th\u00ec (chatbot, tr\u1ee3 l\u00fd doanh nghi\u1ec7p,&#8230;).<\/p>\n\n\n\n<p><em><span style=\"text-decoration: underline;\">Phi\u00ean b\u1ea3n c\u1ee5 th\u1ec3:<\/span><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepSeek-V2-Lite-Base<\/li>\n\n\n\n<li>DeepSeek-V2-Lite-Chat<\/li>\n<\/ul>\n\n\n\n<p>DeepSeek-V2 ch\u1ee9ng minh c\u00e1ch ti\u1ebfp c\u1eadn MoE l\u00e0 h\u01b0\u1edbng \u0111i t\u01b0\u01a1ng lai c\u1ee7a AI \u2013 s\u1ee9c m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i, t\u1ed1c \u0111\u1ed9 cao, chi ph\u00ed h\u1ee3p l\u00fd.<\/p>\n\n\n\n<h3 id=\"DeepSeek_Coder_\u2013_D\u00f2ng_model_chuy\u00ean_l\u1eadp_tr\u00ecnh\"><a id=\"post-120536-_f0n0dww4irq4\"><\/a><strong>DeepSeek Coder \u2013 D\u00f2ng model chuy\u00ean l\u1eadp tr\u00ecnh<\/strong><\/h3>\n\n\n\n<p>DeepSeek Coder l\u00e0 m\u00f4 h\u00ecnh AI chuy\u00ean s\u00e2u cho l\u1eadp tr\u00ecnh (Code LLM), \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean h\u00e0ng ngh\u00ecn t\u1ef7 token m\u00e3 ngu\u1ed3n t\u1eeb nhi\u1ec1u ng\u00f4n ng\u1eef v\u00e0 framework kh\u00e1c nhau. <br>\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng model code h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay, c\u1ea1nh tranh tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c \u201ct\u01b0\u1ee3ng \u0111\u00e0i\u201d nh\u01b0 CodeLlama hay GPT-4 Turbo Code.<\/p>\n\n\n\n<p><span style=\"text-decoration: underline;\"><em>C\u00e1c phi\u00ean b\u1ea3n \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i theo k\u00edch th\u01b0\u1edbc (s\u1ed1 l\u01b0\u1ee3ng tham s\u1ed1):<\/em><\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek Coder 33B: <\/strong>33 t\u1ef7 tham s\u1ed1. \u0110\u00e2y l\u00e0 phi\u00ean b\u1ea3n l\u1edbn v\u00e0 m\u1ea1nh m\u1ebd nh\u1ea5t trong d\u00f2ng Coder, cho kh\u1ea3 n\u0103ng hi\u1ec3u logic ph\u1ee9c t\u1ea1p v\u00e0 sinh code ch\u1ea5t l\u01b0\u1ee3ng cao.<\/li>\n\n\n\n<li><strong>DeepSeek Coder 6.7B (ho\u1eb7c 7B t\u00f9y \u0111\u1ee3t ph\u00e1t h\u00e0nh): <\/strong>6.7 ho\u1eb7c 7 t\u1ef7 tham s\u1ed1. \u0110\u00e2y l\u00e0 phi\u00ean b\u1ea3n c\u00e2n b\u1eb1ng, cung c\u1ea5p hi\u1ec7u su\u1ea5t l\u1eadp tr\u00ecnh m\u1ea1nh m\u1ebd trong khi y\u00eau c\u1ea7u t\u00e0i nguy\u00ean v\u1eeba ph\u1ea3i.<\/li>\n\n\n\n<li><strong>DeepSeek Coder 1.3B: <\/strong>1.3 t\u1ef7 tham s\u1ed1. Phi\u00ean b\u1ea3n nh\u1eb9 nh\u1ea5t, l\u00fd t\u01b0\u1edfng cho c\u00e1c t\u00e1c v\u1ee5 c\u1ea7n t\u1ed1c \u0111\u1ed9 c\u1ef1c nhanh (nh\u01b0 auto-completion trong IDE) ho\u1eb7c ch\u1ea1y tr\u00ean thi\u1ebft b\u1ecb c\u00e1 nh\u00e2n.<\/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\/11\/model-cua-deepseek-5.png\" alt=\"DeepSeek Coder \u2013 D\u00f2ng model chuy\u00ean l\u1eadp tr\u00ecnh\" class=\"wp-image-120541\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>DeepSeek Coder \u2013 D\u00f2ng model chuy\u00ean l\u1eadp tr\u00ecnh<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><em><span style=\"text-decoration: underline;\">V\u1edbi m\u1ed7i k\u00edch th\u01b0\u1edbc, l\u1ea1i c\u00f3 c\u00e1c lo\u1ea1i m\u00f4 h\u00ecnh sau:<\/span><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>&#8230;-Base: <\/strong>M\u00f4 h\u00ecnh g\u1ed1c (n\u1ec1n t\u1ea3ng), ch\u1ee7 y\u1ebfu d\u00f9ng \u0111\u1ec3 fine-tune cho c\u00e1c t\u00e1c v\u1ee5 code c\u1ee5 th\u1ec3.<\/li>\n\n\n\n<li><strong>&#8230;-Instruct: <\/strong>M\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn (Instruction-tuned models). \u0110\u00e2y l\u00e0 phi\u00ean b\u1ea3n b\u1ea1n th\u01b0\u1eddng d\u00f9ng nh\u1ea5t, v\u00ec n\u00f3 c\u00f3 th\u1ec3 hi\u1ec3u c\u00e1c y\u00eau c\u1ea7u nh\u01b0 &#8220;Vi\u1ebft cho t\u00f4i m\u1ed9t h\u00e0m&#8230;&#8221; ho\u1eb7c &#8220;T\u00ecm l\u1ed7i trong \u0111o\u1ea1n code n\u00e0y&#8230;&#8221;.<\/li>\n\n\n\n<li><strong>&#8230;-Infill: <\/strong>(M\u1ed9t s\u1ed1 phi\u00ean b\u1ea3n c\u00f3) Chuy\u00ean bi\u1ec7t cho t\u00e1c v\u1ee5 \u0111i\u1ec1n v\u00e0o ch\u1ed7 tr\u1ed1ng trong code (code infilling).<\/li>\n<\/ul>\n\n\n\n<p><strong>V\u00ed d\u1ee5 v\u1ec1 t\u00ean phi\u00ean b\u1ea3n \u0111\u1ea7y \u0111\u1ee7:<\/strong> <strong>DeepSeek Coder 33B-Instruct<\/strong> (M\u00f4 h\u00ecnh Coder 33 t\u1ef7 tham s\u1ed1, \u0111\u00e3 tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn).<\/p>\n\n\n\n<h3 id=\"DeepSeek-LLM_\u2013_D\u00f2ng_ng\u00f4n_ng\u1eef_\u0111a_d\u1ee5ng_\u0111\u1eddi_\u0111\u1ea7u\"><a id=\"post-120536-_wbvrkvdsdkqi\"><\/a><strong>DeepSeek-LLM \u2013 D\u00f2ng ng\u00f4n ng\u1eef \u0111a d\u1ee5ng \u0111\u1eddi \u0111\u1ea7u<\/strong><\/h3>\n\n\n\n<p>DeepSeek-LLM l\u00e0 d\u00f2ng m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng (foundation models) \u0111\u1ea7u ti\u00ean c\u1ee7a DeepSeek, \u0111\u1eb7t n\u1ec1n m\u00f3ng cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a V2. D\u00f9 ra m\u1eaft s\u1edbm, ch\u00fang v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c v\u1ecb th\u1ebf nh\u1edd hi\u1ec7u su\u1ea5t \u1ed5n \u0111\u1ecbnh v\u00e0 chi ph\u00ed tri\u1ec3n khai th\u1ea5p, ph\u00f9 h\u1ee3p cho nhi\u1ec1u doanh nghi\u1ec7p v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u.<\/p>\n\n\n\n<p><em><span style=\"text-decoration: underline;\">C\u00e1c phi\u00ean b\u1ea3n ch\u00ednh:<\/span><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-LLM 67B: <\/strong>K\u00edch th\u01b0\u1edbc 67 t\u1ef7 tham s\u1ed1. Phi\u00ean b\u1ea3n l\u1edbn, m\u1ea1nh m\u1ebd, x\u1eed l\u00fd t\u1ed1t c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p.<\/li>\n\n\n\n<li><strong>DeepSeek-LLM 7B:<\/strong> K\u00edch th\u01b0\u1edbc 7 t\u1ef7 tham s\u1ed1. Phi\u00ean b\u1ea3n nh\u1ecf g\u1ecdn, linh ho\u1ea1t, t\u1ed1c \u0111\u1ed9 nhanh.<\/li>\n<\/ul>\n\n\n\n<p>T\u01b0\u01a1ng t\u1ef1 nh\u01b0 d\u00f2ng Coder, hai k\u00edch th\u01b0\u1edbc n\u00e0y c\u0169ng c\u00f3 2 lo\u1ea1i ch\u00ednh:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>&#8230;-Base:<\/strong> M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng.<\/li>\n\n\n\n<li><strong>&#8230;-Chat:<\/strong> M\u00f4 h\u00ecnh \u0111\u00e3 tinh ch\u1ec9nh cho h\u1ed9i tho\u1ea1i.<\/li>\n<\/ul>\n\n\n\n<p><strong>V\u00ed d\u1ee5: <\/strong>DeepSeek-LLM 67B-Chat (M\u00f4 h\u00ecnh \u0111a d\u1ee5ng 67 t\u1ef7 tham s\u1ed1, tinh ch\u1ec9nh cho h\u1ed9i tho\u1ea1i).<\/p>\n\n\n\n<h3 id=\"C\u00e1c_m\u00f4_h\u00ecnh_chuy\u00ean_ng\u00e0nh_kh\u00e1c_c\u1ee7a_DeepSeek\"><a id=\"post-120536-_8c5d0b96est3\"><\/a><strong>C\u00e1c m\u00f4 h\u00ecnh chuy\u00ean ng\u00e0nh kh\u00e1c c\u1ee7a DeepSeek<\/strong><\/h3>\n\n\n\n<p>B\u00ean c\u1ea1nh c\u00e1c d\u00f2ng ch\u1ee7 l\u1ef1c, DeepSeek c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c <strong>model chuy\u00ean bi\u1ec7t<\/strong> ph\u1ee5c v\u1ee5 nhu c\u1ea7u nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng trong l\u0129nh v\u1ef1c STEM v\u00e0 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh.<\/p>\n\n\n\n<h4 id=\"DeepSeek_Math\"><a id=\"post-120536-_9k74x7ps49uv\"><\/a><strong>DeepSeek Math<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u00edch th\u01b0\u1edbc ph\u1ed5 bi\u1ebfn:<\/strong> 7B<\/li>\n\n\n\n<li><strong>Phi\u00ean b\u1ea3n:<\/strong> DeepSeekMath 7B-Base, DeepSeekMath 7B-Chat<\/li>\n\n\n\n<li><strong>M\u1ee5c ti\u00eau:<\/strong> Gi\u1ea3i b\u00e0i to\u00e1n, ch\u1ee9ng minh \u0111\u1ecbnh l\u00fd, ph\u00e2n t\u00edch c\u00f4ng th\u1ee9c, v\u00e0 x\u1eed l\u00fd c\u00e1c k\u00fd hi\u1ec7u to\u00e1n h\u1ecdc ph\u1ee9c t\u1ea1p.<\/li>\n\n\n\n<li><strong>\u0110i\u1ec3m m\u1ea1nh:<\/strong> \u0110\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n t\u1eeb c\u00e1c ngu\u1ed3n h\u1ecdc thu\u1eadt nh\u01b0 <em>arXiv<\/em> v\u00e0 s\u00e1ch gi\u00e1o khoa, gi\u00fap m\u00f4 h\u00ecnh c\u00f3 t\u01b0 duy to\u00e1n h\u1ecdc ch\u00ednh x\u00e1c v\u00e0 m\u1ea1ch l\u1ea1c.<\/li>\n<\/ul>\n\n\n\n<h4 id=\"DeepSeek_Vision_(DeepSeek-VL)\"><a id=\"post-120536-_hbvsurce4zd5\"><\/a><strong>DeepSeek Vision (DeepSeek-VL)<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u00edch th\u01b0\u1edbc:<\/strong> 7B<\/li>\n\n\n\n<li><strong>Phi\u00ean b\u1ea3n:<\/strong> DeepSeek-VL 7B-Base, DeepSeek-VL 7B-Chat <br><strong>M\u1ee5c ti\u00eau:<\/strong> M\u00f4 h\u00ecnh <strong>\u0111a ph\u01b0\u01a1ng th\u1ee9c (Vision-Language)<\/strong> \u2013 c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u, m\u00f4 t\u1ea3 v\u00e0 ph\u00e2n t\u00edch n\u1ed9i dung h\u00ecnh \u1ea3nh k\u1ebft h\u1ee3p v\u1edbi v\u0103n b\u1ea3n.<\/li>\n\n\n\n<li><strong>\u1ee8ng d\u1ee5ng:<\/strong> Visual Q&amp;A, OCR, ph\u00e2n t\u00edch bi\u1ec3u \u0111\u1ed3, v\u00e0 m\u00f4 t\u1ea3 h\u00ecnh \u1ea3nh chi ti\u1ebft.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"\u0110i\u1ec3m_kh\u00e1c_bi\u1ec7t_gi\u1eefa_c\u00e1c_d\u00f2ng_model_DeepSeek\"><a id=\"post-120536-_xrfrlfpo4gix\"><\/a><strong>\u0110i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c d\u00f2ng model DeepSeek<\/strong><\/h2>\n\n\n\n<p>M\u1eb7c d\u00f9 c\u00f9ng thu\u1ed9c m\u1ed9t h\u1ec7 sinh th\u00e1i, m\u1ed7i d\u00f2ng model c\u1ee7a DeepSeek l\u1ea1i \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh theo nh\u1eefng h\u01b0\u1edbng t\u1ed1i \u01b0u ri\u00eang, d\u1ef1a tr\u00ean ba y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i: <strong>d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n<\/strong>, <strong>ki\u1ebfn tr\u00fac m\u00f4 h\u00ecnh<\/strong> v\u00e0 <strong>m\u1ee5c ti\u00eau t\u1ed1i \u01b0u h\u00f3a<\/strong>.<\/p>\n\n\n\n<h3 id=\"1._D\u1eef_li\u1ec7u_hu\u1ea5n_luy\u1ec7n_\u2013_\u201cDinh_d\u01b0\u1ee1ng\u201d_\u0111\u1ecbnh_h\u00ecnh_tr\u00ed_tu\u1ec7_m\u00f4_h\u00ecnh\"><a id=\"post-120536-_edjn4x5q5x1t\"><\/a><strong>1. D\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n \u2013 \u201cDinh d\u01b0\u1ee1ng\u201d \u0111\u1ecbnh h\u00ecnh tr\u00ed tu\u1ec7 m\u00f4 h\u00ecnh<\/strong><\/h3>\n\n\n\n<p>M\u1ed7i model c\u1ee7a DeepSeek \u0111\u01b0\u1ee3c \u201cnu\u00f4i l\u1edbn\u201d b\u1eb1ng c\u00e1c t\u1eadp d\u1eef li\u1ec7u chuy\u00ean s\u00e2u kh\u00e1c nhau. V\u00ed d\u1ee5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepSeek Coder \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n ch\u1ee7 y\u1ebfu tr\u00ean m\u00e3 ngu\u1ed3n t\u1eeb h\u00e0ng lo\u1ea1t ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, gi\u00fap n\u00f3 hi\u1ec3u v\u00e0 t\u1ea1o code ch\u00ednh x\u00e1c, m\u1ea1ch l\u1ea1c.<\/li>\n\n\n\n<li>DeepSeek Math l\u1ea1i \u0111\u01b0\u1ee3c \u201ccho \u0103n\u201d h\u00e0ng tri\u1ec7u b\u00e0i b\u00e1o khoa h\u1ecdc, c\u00f4ng th\u1ee9c to\u00e1n h\u1ecdc v\u00e0 d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt, h\u00ecnh th\u00e0nh n\u0103ng l\u1ef1c t\u01b0 duy \u0111\u1ecbnh l\u01b0\u1ee3ng xu\u1ea5t s\u1eafc.<\/li>\n<\/ul>\n\n\n\n<p>Ch\u00ednh s\u1ef1 kh\u00e1c bi\u1ec7t trong ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y \u0111\u00e3 t\u1ea1o n\u00ean \u201cb\u1ea3n s\u1eafc\u201d ri\u00eang cho t\u1eebng model, khi\u1ebfn ch\u00fang ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng chuy\u00ean gia th\u1ef1c th\u1ee5 trong l\u0129nh v\u1ef1c c\u1ee7a m\u00ecnh.<\/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\/11\/model-cua-deepseek-4.png\" alt=\"\u0110i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c d\u00f2ng model DeepSeek\" class=\"wp-image-120540\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>\u0110i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c d\u00f2ng model DeepSeek<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"2._Ki\u1ebfn_tr\u00fac_m\u00f4_h\u00ecnh_\u2013_S\u1ef1_k\u1ebft_h\u1ee3p_gi\u1eefa_Dense_v\u00e0_Mixture-of-Experts_(MoE)\"><a id=\"post-120536-_c5gmx52jgdlq\"><\/a><strong>2. Ki\u1ebfn tr\u00fac m\u00f4 h\u00ecnh \u2013 S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa Dense v\u00e0 Mixture-of-Experts (MoE)<\/strong><\/h3>\n\n\n\n<p>DeepSeek kh\u00f4ng gi\u1edbi h\u1ea1n m\u00ecnh trong m\u1ed9t c\u1ea5u tr\u00fac duy nh\u1ea5t. H\u1ecd k\u1ebft h\u1ee3p linh ho\u1ea1t gi\u1eefa ki\u1ebfn tr\u00fac Dense truy\u1ec1n th\u1ed1ng v\u00e0 Mixture-of-Experts (MoE) ti\u00ean ti\u1ebfn.<\/p>\n\n\n\n<p>\u0110\u1eb7c bi\u1ec7t, DeepSeek-V2 \u1ee9ng d\u1ee5ng m\u1ea1nh m\u1ebd MoE v\u1edbi 236 t\u1ef7 tham s\u1ed1, nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 21 t\u1ef7 tham s\u1ed1 m\u1ed7i l\u1ea7n suy lu\u1eadn (inference). C\u00e1ch l\u00e0m n\u00e0y gi\u00fap duy tr\u00ec s\u1ee9c m\u1ea1nh c\u1ee7a m\u00f4 h\u00ecnh c\u1ef1c l\u1edbn m\u00e0 v\u1eabn ti\u1ebft ki\u1ec7m t\u00e0i nguy\u00ean, gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 t\u0103ng \u0111\u00e1ng k\u1ec3 t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i.<\/p>\n\n\n\n<h3 id=\"3._M\u1ee5c_ti\u00eau_t\u1ed1i_\u01b0u_h\u00f3a_\u2013_T\u00f9y_ch\u1ec9nh_cho_t\u1eebng_t\u00e1c_v\u1ee5\"><a id=\"post-120536-_xzdf228j5vo7\"><\/a><strong>3. M\u1ee5c ti\u00eau t\u1ed1i \u01b0u h\u00f3a \u2013 T\u00f9y ch\u1ec9nh cho t\u1eebng t\u00e1c v\u1ee5<\/strong><\/h3>\n\n\n\n<p>DeepSeek h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c tinh ch\u1ec9nh t\u1eebng model cho m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, v\u00ed d\u1ee5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepSeek Coder t\u1eadp trung v\u00e0o \u0111\u1ed9 ch\u00ednh x\u00e1c c\u00fa ph\u00e1p v\u00e0 logic thu\u1eadt to\u00e1n.<\/li>\n\n\n\n<li>DeepSeek Chat \u01b0u ti\u00ean t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i v\u00e0 s\u1ef1 t\u1ef1 nhi\u00ean trong giao ti\u1ebfp.<\/li>\n<\/ul>\n\n\n\n<p>Nh\u1edd \u0111\u00f3, m\u1ed7i model tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 chuy\u00ean bi\u1ec7t, kh\u00f4ng ch\u1ec9 m\u1ea1nh m\u00e0 c\u00f2n \u201cth\u00f4ng minh \u0111\u00fang ch\u1ed7\u201d.<\/p>\n\n\n\n<h2 id=\"G\u1ee3i_\u00fd_ch\u1ecdn_model_DeepSeek_ph\u00f9_h\u1ee3p_v\u1edbi_nhu_c\u1ea7u\"><a id=\"post-120536-_65561a9vwg9s\"><\/a>G\u1ee3i \u00fd ch\u1ecdn model DeepSeek ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u<\/h2>\n\n\n\n<h3 id=\"D\u00e0nh_cho_nh\u00e0_ph\u00e1t_tri\u1ec3n_v\u00e0_doanh_nghi\u1ec7p\"><a id=\"post-120536-_9684wt114bw2\"><\/a><strong>D\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 doanh nghi\u1ec7p<\/strong><\/h3>\n\n\n\n<p><strong>\u01afu ti\u00ean 1: T\u0103ng n\u0103ng su\u1ea5t l\u1eadp tr\u00ecnh, r\u00fat ng\u1eafn th\u1eddi gian ph\u00e1t tri\u1ec3n<\/strong><\/p>\n\n\n\n<p>\ud83d\udc49 <strong>Ch\u1ecdn DeepSeek Coder<\/strong><\/p>\n\n\n\n<p>\u0110\u00e2y l\u00e0 l\u1ef1a ch\u1ecdn \u201cchu\u1ea9n kh\u00f4ng c\u1ea7n ch\u1ec9nh\u201d cho \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m. V\u1edbi kh\u1ea3 n\u0103ng hi\u1ec3u ng\u1eef c\u1ea3nh s\u00e2u, t\u1ef1 \u0111\u1ed9ng ho\u00e0n thi\u1ec7n, t\u1ed1i \u01b0u v\u00e0 gi\u1ea3i th\u00edch m\u00e3 ngu\u1ed3n, DeepSeek Coder c\u00f3 th\u1ec3 t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o IDE ho\u1eb7c pipeline CI\/CD, gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t l\u1eadp tr\u00ecnh g\u1ea5p nhi\u1ec1u l\u1ea7n.<\/p>\n\n\n\n<p><strong>\u01afu ti\u00ean 2: C\u1ea7n chatbot \u0111a n\u0103ng, t\u1ed1c \u0111\u1ed9 cao, chi ph\u00ed th\u1ea5p cho website ho\u1eb7c \u1ee9ng d\u1ee5ng<\/strong><\/p>\n\n\n\n<p>\ud83d\udc49 <strong>Ch\u1ecdn DeepSeek Chat (ho\u1eb7c API DeepSeek-V2)<\/strong><\/p>\n\n\n\n<p>M\u00f4 h\u00ecnh n\u00e0y l\u00e0 \u201ctr\u1ee3 l\u00fd h\u1ed9i tho\u1ea1i\u201d l\u00fd t\u01b0\u1edfng cho doanh nghi\u1ec7p. V\u1edbi ki\u1ebfn tr\u00fac Mixture-of-Experts (MoE), DeepSeek Chat \u0111\u1ea3m b\u1ea3o ph\u1ea3n h\u1ed3i nhanh, m\u01b0\u1ee3t, v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed \u2014 ho\u00e0n h\u1ea3o cho c\u00e1c h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, tr\u1ee3 l\u00fd n\u1ed9i b\u1ed9 ho\u1eb7c chatbot AI t\u00edch h\u1ee3p website.<\/p>\n\n\n\n<p><strong>\u01afu ti\u00ean 3: Gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n nghi\u1ec7p v\u1ee5 ph\u1ee9c t\u1ea1p, c\u1ea7n kh\u1ea3 n\u0103ng t\u01b0 duy s\u00e2u?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ecdn DeepSeek Reasoner<\/strong> (n\u1ebfu x\u1eed l\u00fd logic, ph\u00e1p l\u00fd, ho\u1eb7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111a b\u01b0\u1edbc)<\/li>\n\n\n\n<li><strong>Ch\u1ecdn DeepSeek Math<\/strong> (n\u1ebfu l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c R&amp;D, ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt ho\u1eb7c t\u00e0i ch\u00ednh \u0111\u1ecbnh l\u01b0\u1ee3ng)<\/li>\n<\/ul>\n\n\n\n<p><em>L\u01b0u \u00fd:<\/em> Kh\u00f4ng n\u00ean s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh Chat cho c\u00e1c t\u00e1c v\u1ee5 y\u00eau c\u1ea7u l\u1eadp lu\u1eadn ph\u1ee9c t\u1ea1p \u2014 b\u1ea1n s\u1ebd m\u1ea5t \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u00ednh minh b\u1ea1ch trong k\u1ebft qu\u1ea3.<\/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\/11\/model-cua-deepseek-6.png\" alt=\"G\u1ee3i \u00fd ch\u1ecdn model DeepSeek ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u\" class=\"wp-image-120542\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-6.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-6-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>G\u1ee3i \u00fd ch\u1ecdn model DeepSeek ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"D\u00e0nh_cho_nh\u00e0_nghi\u00ean_c\u1ee9u_v\u00e0_ng\u01b0\u1eddi_s\u00e1ng_t\u1ea1o_n\u1ed9i_dung\"><a id=\"post-120536-_wdkuq5ww2tr\"><\/a><strong>D\u00e0nh cho nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 ng\u01b0\u1eddi s\u00e1ng t\u1ea1o n\u1ed9i dung<\/strong><\/h3>\n\n\n\n<p><strong><span style=\"text-decoration: underline;\">N\u1ebfu b\u1ea1n l\u00e0 <em>nh\u00e0 nghi\u00ean c\u1ee9u<\/em> (Khoa h\u1ecdc \/ H\u1ecdc thu\u1eadt):<\/span><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ecdn DeepSeek Math \/ DeepSeek Science: <\/strong>Hai m\u00f4 h\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n chuy\u00ean s\u00e2u tr\u00ean d\u1eef li\u1ec7u h\u1ecdc thu\u1eadt, gi\u00fap b\u1ea1n x\u1eed l\u00fd bi\u1ec3u th\u1ee9c to\u00e1n h\u1ecdc, ch\u1ee9ng minh \u0111\u1ecbnh l\u00fd, ho\u1eb7c gi\u1ea3i th\u00edch hi\u1ec7n t\u01b0\u1ee3ng khoa h\u1ecdc m\u1ed9t c\u00e1ch logic v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li><strong>K\u1ebft h\u1ee3p th\u00eam: DeepSeek Reasoner<\/strong> \u0111\u1ec3 ki\u1ec3m tra l\u1eadp lu\u1eadn v\u00e0 m\u00f4 ph\u1ecfng quy tr\u00ecnh t\u01b0 duy.<\/li>\n<\/ul>\n\n\n\n<p><strong><span style=\"text-decoration: underline;\">N\u1ebfu b\u1ea1n l\u00e0 <em>ng\u01b0\u1eddi s\u00e1ng t\u1ea1o n\u1ed9i dung (Content Creator):<\/em><\/span><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ecdn DeepSeek Chat: <\/strong>\u0110\u00e2y l\u00e0 \u201cc\u1ed9ng s\u1ef1 s\u00e1ng t\u1ea1o\u201d l\u00fd t\u01b0\u1edfng \u0111\u1ec3 brainstorming, vi\u1ebft k\u1ecbch b\u1ea3n, blog, m\u00f4 t\u1ea3 s\u1ea3n ph\u1ea9m ho\u1eb7c ph\u00e1t tri\u1ec3n \u00fd t\u01b0\u1edfng viral. <br><strong>B\u1ed5 sung th\u00eam: DeepSeek Vision<\/strong> n\u1ebfu b\u1ea1n l\u00e0m vi\u1ec7c v\u1edbi n\u1ed9i dung tr\u1ef1c quan \u2014 v\u00ed d\u1ee5: ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, t\u1ea1o caption t\u1ef1 \u0111\u1ed9ng, ho\u1eb7c m\u00f4 t\u1ea3 c\u1ea3nh trong video.<\/li>\n<\/ul>\n\n\n\n<p><strong>T\u00f3m l\u1ea1i:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek Coder<\/strong> \u2192 D\u00e0nh cho l\u1eadp tr\u00ecnh v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a k\u1ef9 thu\u1eadt. <br><strong>DeepSeek Chat \/ V2<\/strong> \u2192 D\u00e0nh cho giao ti\u1ebfp, h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, s\u00e1ng t\u1ea1o n\u1ed9i dung.<\/li>\n\n\n\n<li><strong>DeepSeek Reasoner \/ Math \/ Science<\/strong> \u2192 D\u00e0nh cho nghi\u00ean c\u1ee9u, l\u1eadp lu\u1eadn logic, v\u00e0 ph\u00e2n t\u00edch chuy\u00ean s\u00e2u. <br><strong>DeepSeek Vision<\/strong> \u2192 D\u00e0nh cho c\u00e1c \u1ee9ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c (k\u1ebft h\u1ee3p v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh).<\/li>\n<\/ul>\n\n\n\n<p><span style=\"text-decoration: underline;\"><em>B\u1ea3ng so s\u00e1nh nhanh:<\/em><\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\n<p><strong>Model<\/strong><\/p>\n<\/th><th>\n<p><strong>\u1ee8ng d\u1ee5ng doanh nghi\u1ec7p<\/strong><\/p>\n<\/th><th>\n<p><strong>\u1ee8ng d\u1ee5ng c\u00e1 nh\u00e2n<\/strong><\/p>\n<\/th><\/tr><tr><th>\n<p><strong>DeepSeek Chat<\/strong><\/p>\n<\/th><th>\n<p>Chatbot h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, T\u00f3m t\u1eaft email\/h\u1ecdp, Vi\u1ebft m\u00f4 t\u1ea3 s\u1ea3n ph\u1ea9m.<\/p>\n<\/th><th>\n<p>Tr\u1ee3 l\u00fd \u1ea3o, Brainstorm \u00fd t\u01b0\u1edfng, D\u1ecbch thu\u1eadt nhanh, Vi\u1ebft l\u00e1ch s\u00e1ng t\u1ea1o.<\/p>\n<\/th><\/tr><tr><th>\n<p><strong>DeepSeek Coder<\/strong><\/p>\n<\/th><th>\n<p>T\u00edch h\u1ee3p v\u00e0o IDE (VS Code) \u0111\u1ec3 t\u0103ng n\u0103ng su\u1ea5t l\u1eadp tr\u00ecnh, T\u1ef1 \u0111\u1ed9ng ki\u1ec3m th\u1eed (Unit Test), T\u1ed1i \u01b0u h\u00f3a\/review code.<\/p>\n<\/th><th>\n<p>H\u1ecdc l\u1eadp tr\u00ecnh, Ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n c\u00e1 nh\u00e2n, G\u1ee1 l\u1ed7i nhanh.<\/p>\n<\/th><\/tr><tr><th>\n<p><strong>DeepSeek Reasoner<\/strong><\/p>\n<\/th><th>\n<p>Ph\u00e2n t\u00edch r\u1ee7i ro t\u00e0i ch\u00ednh, Th\u1ea9m \u0111\u1ecbnh h\u1ee3p \u0111\u1ed3ng ph\u00e1p l\u00fd, X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh (DSS).<\/p>\n<\/th><th>\n<p>L\u00ean k\u1ebf ho\u1ea1ch du l\u1ecbch ph\u1ee9c t\u1ea1p, Gi\u1ea3i quy\u1ebft c\u00e1c c\u00e2u \u0111\u1ed1 logic.<\/p>\n<\/th><\/tr><tr><th>\n<p><strong>DeepSeek Vision<\/strong><\/p>\n<\/th><th>\n<p>Ki\u1ec3m duy\u1ec7t n\u1ed9i dung h\u00ecnh \u1ea3nh, G\u1eafn th\u1ebb s\u1ea3n ph\u1ea9m cho E-commerce, Ph\u00e2n t\u00edch \u1ea3nh y t\u1ebf (ti\u1ec1m n\u0103ng).<\/p>\n<\/th><th>\n<p>S\u1eafp x\u1ebfp th\u01b0 vi\u1ec7n \u1ea3nh c\u00e1 nh\u00e2n, Nh\u1eadn di\u1ec7n \u0111\u1ecba danh, \u0111\u1ed3 v\u1eadt.<\/p>\n<\/th><\/tr><tr><th>\n<p><strong>DeepSeek Math<\/strong><\/p>\n<\/th><th>\n<p>Nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n (R&amp;D), Ph\u00e2n t\u00edch d\u1eef li\u1ec7u khoa h\u1ecdc, X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o.<\/p>\n<\/th><th>\n<p>H\u1ed7 tr\u1ee3 h\u1ecdc t\u1eadp, gi\u1ea3i b\u00e0i t\u1eadp STEM, Nghi\u00ean c\u1ee9u khoa h\u1ecdc.<\/p>\n<\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h3 id=\"K\u1ebft_lu\u1eadn\"><a id=\"post-120536-_8xckc0o8mcga\"><\/a><strong>K\u1ebft lu\u1eadn<\/strong><\/h3>\n\n\n\n<p>C\u00f3 th\u1ec3 th\u1ea5y r\u00f5, DeepSeek kh\u00f4ng \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o m\u1ed9t m\u00f4 h\u00ecnh &#8220;to\u00e0n n\u0103ng&#8221;. H\u1ecd \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 AI chi\u1ebfn l\u01b0\u1ee3c, n\u01a1i m\u1ed7i m\u00f4 h\u00ecnh l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 cho m\u1ed9t m\u1ee5c \u0111\u00edch c\u1ee5 th\u1ec3.<\/p>\n\n\n\n<p>Quy\u1ebft \u0111\u1ecbnh l\u1ef1a ch\u1ecdn gi\u1eefa V2, Coder, hay c\u00e1c bi\u1ebfn th\u1ec3 LLM s\u1ebd ph\u1ee5 thu\u1ed9c tr\u1ef1c ti\u1ebfp v\u00e0o d\u1ef1 \u00e1n v\u00e0 ng\u00e2n s\u00e1ch c\u1ee7a b\u1ea1n. Nh\u01b0ng m\u1ed9t \u0111i\u1ec1u ch\u1eafc ch\u1eafn: V\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn th\u00f4ng minh v\u00e0 t\u1eadp trung v\u00e0o hi\u1ec7u qu\u1ea3 n\u00e0y, DeepSeek \u0111\u00e3 ch\u1ee9ng minh r\u1eb1ng h\u1ecd kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t &#8220;k\u1ebb th\u00e1ch th\u1ee9c&#8221;\u2014h\u1ecd l\u00e0 m\u1ed9t th\u1ebf l\u1ef1c \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a AI.<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><a id=\"post-120536-_3aozha4urf8u\"><\/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=\"S\u1ef1_kh\u00e1c_bi\u1ec7t_c\u1ed1t_l\u00f5i_gi\u1eefa_DeepSeek-V2_v\u00e0_DeepSeek_Coder_l\u00e0_g\u00ec?\">S\u1ef1 kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i gi\u1eefa DeepSeek-V2 v\u00e0 DeepSeek Coder l\u00e0 g\u00ec?<\/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>DeepSeek-V2 l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111a d\u1ee5ng h\u00e0ng \u0111\u1ea7u, m\u1ea1nh m\u1ebd trong nhi\u1ec1u t\u00e1c v\u1ee5 t\u1eeb h\u1ed9i tho\u1ea1i \u0111\u1ebfn ph\u00e2n t\u00edch. Trong khi \u0111\u00f3, DeepSeek Coder l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh chuy\u00ean bi\u1ec7t, \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n chuy\u00ean s\u00e2u cho vi\u1ec7c l\u1eadp tr\u00ecnh v\u00e0 lu\u00f4n v\u01b0\u1ee3t tr\u1ed9i V2 trong c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn code.<\/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\u1ea1i_sao_l\u1eadp_tr\u00ecnh_vi\u00ean_n\u00ean_ch\u1ecdn_DeepSeek_Coder_thay_v\u00ec_d\u00f9ng_GPT-4o?\">T\u1ea1i sao l\u1eadp tr\u00ecnh vi\u00ean n\u00ean ch\u1ecdn DeepSeek Coder thay v\u00ec d\u00f9ng GPT-4o?<\/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>V\u00ec DeepSeek Coder \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean m\u1ed9t kho d\u1eef li\u1ec7u code kh\u1ed5ng l\u1ed3, gi\u00fap n\u00f3 c\u00f3 s\u1ef1 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 logic thu\u1eadt to\u00e1n v\u00e0 c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u00edt ph\u1ed5 bi\u1ebfn. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn kh\u1ea3 n\u0103ng sinh code ch\u00ednh x\u00e1c h\u01a1n, g\u1ee1 l\u1ed7i hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t ph\u00f9 h\u1ee3p v\u1edbi ng\u1eef c\u1ea3nh d\u1ef1 \u00e1n.<\/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=\"Ki\u1ebfn_tr\u00fac_MoE_(Mixture-of-Experts)_c\u1ee7a_DeepSeek-V2_ti\u1ebft_ki\u1ec7m_chi_ph\u00ed_nh\u01b0_th\u1ebf_n\u00e0o?\">Ki\u1ebfn tr\u00fac MoE (Mixture-of-Experts) c\u1ee7a DeepSeek-V2 ti\u1ebft ki\u1ec7m chi ph\u00ed nh\u01b0 th\u1ebf n\u00e0o?<\/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>Thay v\u00ec s\u1eed d\u1ee5ng to\u00e0n b\u1ed9 236 t\u1ef7 tham s\u1ed1 cho m\u1ecdi t\u00e1c v\u1ee5, ki\u1ebfn tr\u00fac MoE ch\u1ec9 k\u00edch ho\u1ea1t m\u1ed9t ph\u1ea7n nh\u1ecf (kho\u1ea3ng 21 t\u1ef7 tham s\u1ed1) c\u1ea7n thi\u1ebft nh\u1ea5t. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed t\u00ednh to\u00e1n v\u00e0 n\u0103ng l\u01b0\u1ee3ng, cho ph\u00e9p DeepSeek cung c\u1ea5p API v\u1edbi hi\u1ec7u n\u0103ng cao nh\u01b0ng gi\u00e1 th\u00e0nh r\u1ebb h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh &#8220;\u0111\u1eb7c&#8221; (dense) c\u00f3 s\u1ee9c m\u1ea1nh t\u01b0\u01a1ng \u0111\u01b0\u01a1ng.<\/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\u00e1c_m\u00f4_h\u00ecnh_DeepSeek_c\u00f3_ph\u1ea3i_l\u00e0_m\u00e3_ngu\u1ed3n_m\u1edf_kh\u00f4ng?\">C\u00e1c m\u00f4 h\u00ecnh DeepSeek c\u00f3 ph\u1ea3i l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf 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, ph\u1ea7n l\u1edbn c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a DeepSeek, bao g\u1ed3m d\u00f2ng Coder, Math, v\u00e0 c\u00e1c LLM \u0111\u1eddi \u0111\u1ea7u, \u0111\u1ec1u \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh d\u01b0\u1edbi d\u1ea1ng m\u00e3 ngu\u1ed3n m\u1edf. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u1ed9ng \u0111\u1ed3ng t\u1ef1 do s\u1eed d\u1ee5ng, nghi\u00ean c\u1ee9u v\u00e0 tri\u1ec3n khai tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang. Tuy nhi\u00ean, c\u00e1c m\u00f4 h\u00ecnh m\u1edbi nh\u1ea5t nh\u01b0 V2 ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c cung c\u1ea5p qua API.<\/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=\"DeepSeek-V2-Lite_l\u00e0_g\u00ec_v\u00e0_khi_n\u00e0o_n\u00ean_s\u1eed_d\u1ee5ng_n\u00f3?\">DeepSeek-V2-Lite l\u00e0 g\u00ec v\u00e0 khi n\u00e0o n\u00ean s\u1eed d\u1ee5ng n\u00f3?<\/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\u00e2y l\u00e0 m\u1ed9t phi\u00ean b\u1ea3n nh\u1ecf g\u1ecdn v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u1ee7a DeepSeek-V2. B\u1ea1n n\u00ean s\u1eed d\u1ee5ng V2-Lite cho c\u00e1c \u1ee9ng d\u1ee5ng c\u1ea7n t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i c\u1ef1c nhanh v\u00e0 chi ph\u00ed th\u1ea5p, ch\u1eb3ng h\u1ea1n nh\u01b0 chatbot h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng ho\u1eb7c c\u00e1c t\u00e1c v\u1ee5 s\u00e1ng t\u1ea1o n\u1ed9i dung \u0111\u01a1n gi\u1ea3n.<\/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\": \"S\u1ef1 kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i gi\u1eefa DeepSeek-V2 v\u00e0 DeepSeek Coder l\u00e0 g\u00ec?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>DeepSeek-V2 l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111a d\u1ee5ng h\u00e0ng \u0111\u1ea7u, m\u1ea1nh m\u1ebd trong nhi\u1ec1u t\u00e1c v\u1ee5 t\u1eeb h\u1ed9i tho\u1ea1i \u0111\u1ebfn ph\u00e2n t\u00edch. Trong khi \u0111\u00f3, DeepSeek Coder l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh chuy\u00ean bi\u1ec7t, \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n chuy\u00ean s\u00e2u cho vi\u1ec7c l\u1eadp tr\u00ecnh v\u00e0 lu\u00f4n v\u01b0\u1ee3t tr\u1ed9i V2 trong c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn code.<\/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\u1ea1i sao l\u1eadp tr\u00ecnh vi\u00ean n\u00ean ch\u1ecdn DeepSeek Coder thay v\u00ec d\u00f9ng GPT-4o?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>V\u00ec DeepSeek Coder \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n tr\u00ean m\u1ed9t kho d\u1eef li\u1ec7u code kh\u1ed5ng l\u1ed3, gi\u00fap n\u00f3 c\u00f3 s\u1ef1 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 logic thu\u1eadt to\u00e1n v\u00e0 c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u00edt ph\u1ed5 bi\u1ebfn. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn kh\u1ea3 n\u0103ng sinh code ch\u00ednh x\u00e1c h\u01a1n, g\u1ee1 l\u1ed7i hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t ph\u00f9 h\u1ee3p v\u1edbi ng\u1eef c\u1ea3nh d\u1ef1 \u00e1n.<\/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\": \"Ki\u1ebfn tr\u00fac MoE (Mixture-of-Experts) c\u1ee7a DeepSeek-V2 ti\u1ebft ki\u1ec7m chi ph\u00ed nh\u01b0 th\u1ebf n\u00e0o?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Thay v\u00ec s\u1eed d\u1ee5ng to\u00e0n b\u1ed9 236 t\u1ef7 tham s\u1ed1 cho m\u1ecdi t\u00e1c v\u1ee5, ki\u1ebfn tr\u00fac MoE ch\u1ec9 k\u00edch ho\u1ea1t m\u1ed9t ph\u1ea7n nh\u1ecf (kho\u1ea3ng 21 t\u1ef7 tham s\u1ed1) c\u1ea7n thi\u1ebft nh\u1ea5t. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed t\u00ednh to\u00e1n v\u00e0 n\u0103ng l\u01b0\u1ee3ng, cho ph\u00e9p DeepSeek cung c\u1ea5p API v\u1edbi hi\u1ec7u n\u0103ng cao nh\u01b0ng gi\u00e1 th\u00e0nh r\u1ebb h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \\\"\u0111\u1eb7c\\\" (dense) c\u00f3 s\u1ee9c m\u1ea1nh t\u01b0\u01a1ng \u0111\u01b0\u01a1ng.<\/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\u00e1c m\u00f4 h\u00ecnh DeepSeek c\u00f3 ph\u1ea3i l\u00e0 m\u00e3 ngu\u1ed3n m\u1edf 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, ph\u1ea7n l\u1edbn c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a DeepSeek, bao g\u1ed3m d\u00f2ng Coder, Math, v\u00e0 c\u00e1c LLM \u0111\u1eddi \u0111\u1ea7u, \u0111\u1ec1u \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh d\u01b0\u1edbi d\u1ea1ng m\u00e3 ngu\u1ed3n m\u1edf. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u1ed9ng \u0111\u1ed3ng t\u1ef1 do s\u1eed d\u1ee5ng, nghi\u00ean c\u1ee9u v\u00e0 tri\u1ec3n khai tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang. Tuy nhi\u00ean, c\u00e1c m\u00f4 h\u00ecnh m\u1edbi nh\u1ea5t nh\u01b0 V2 ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c cung c\u1ea5p qua API.<\/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\": \"DeepSeek-V2-Lite l\u00e0 g\u00ec v\u00e0 khi n\u00e0o n\u00ean s\u1eed d\u1ee5ng n\u00f3?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>\u0110\u00e2y l\u00e0 m\u1ed9t phi\u00ean b\u1ea3n nh\u1ecf g\u1ecdn v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u1ee7a DeepSeek-V2. B\u1ea1n n\u00ean s\u1eed d\u1ee5ng V2-Lite cho c\u00e1c \u1ee9ng d\u1ee5ng c\u1ea7n t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i c\u1ef1c nhanh v\u00e0 chi ph\u00ed th\u1ea5p, ch\u1eb3ng h\u1ea1n nh\u01b0 chatbot h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng ho\u1eb7c c\u00e1c t\u00e1c v\u1ee5 s\u00e1ng t\u1ea1o n\u1ed9i dung \u0111\u01a1n gi\u1ea3n.<\/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>Th\u1ecb tr\u01b0\u1eddng AI \u0111ang ch\u1ee9ng ki\u1ebfn cu\u1ed9c c\u1ea1nh tranh kh\u1ed1c li\u1ec7t gi\u1eefa nh\u1eefng \u201cg\u00e3 kh\u1ed5ng l\u1ed3\u201d c\u00f4ng ngh\u1ec7. Trong khi OpenAI v\u00e0 Google Gemini li\u00ean t\u1ee5c tung ra c\u00e1c th\u1ebf h\u1ec7 model m\u1ea1nh m\u1ebd, DeepSeek l\u1ea1i \u00e2m th\u1ea7m x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i ri\u00eang v\u1edbi nh\u1eefng m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho c\u00e1c [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":120543,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7396],"tags":[7443],"class_list":["post-120536","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-cu-ai","tag-model-cua-deepseek"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120536","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=120536"}],"version-history":[{"count":2,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120536\/revisions"}],"predecessor-version":[{"id":122142,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120536\/revisions\/122142"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/120543"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=120536"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=120536"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=120536"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}