{"id":120536,"date":"2025-11-03T16:38:54","date_gmt":"2025-11-03T09:38:54","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=120536"},"modified":"2026-07-28T18:24:53","modified_gmt":"2026-07-28T11:24:53","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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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_DeepSeek_theo_n\u0103ng_l\u1ef1c_x\u1eed_l\u00fd\"><a id=\"post-120536-_t2pxa75hw1kc\"><\/a><strong>Ph\u00e2n lo\u1ea1i model DeepSeek theo n\u0103ng l\u1ef1c x\u1eed l\u00fd<\/strong><\/h2>\n\n\n\n<h3 id=\"1._Model_ng\u00f4n_ng\u1eef_\u0111a_d\u1ee5ng_v\u00e0_AI_Agent\"><strong>1. Model ng\u00f4n ng\u1eef \u0111a d\u1ee5ng v\u00e0 AI Agent<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 nh\u00f3m model ch\u1ee7 l\u1ef1c, c\u00f3 th\u1ec3 x\u1eed l\u00fd nhi\u1ec1u t\u00e1c v\u1ee5 kh\u00e1c nhau nh\u01b0 h\u1ecfi \u0111\u00e1p, vi\u1ebft n\u1ed9i dung, t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, l\u1eadp tr\u00ecnh, g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 v\u1eadn h\u00e0nh quy tr\u00ecnh AI Agent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model ti\u00eau bi\u1ec3u g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-V4-Pro:<\/strong> Model m\u1ea1nh nh\u1ea5t trong d\u00f2ng V4, h\u01b0\u1edbng \u0111\u1ebfn nh\u1eefng t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p nh\u01b0 suy lu\u1eadn chuy\u00ean s\u00e2u, l\u1eadp tr\u00ecnh theo d\u1ef1 \u00e1n, x\u1eed l\u00fd t\u00e0i li\u1ec7u d\u00e0i v\u00e0 v\u1eadn h\u00e0nh AI Agent nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>DeepSeek-V4-Flash:<\/strong> Phi\u00ean b\u1ea3n nh\u1ecf h\u01a1n, ph\u1ea3n h\u1ed3i nhanh v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed, ph\u00f9 h\u1ee3p v\u1edbi chatbot, \u1ee9ng d\u1ee5ng c\u00f3 l\u01b0\u1ee3ng truy c\u1eadp l\u1edbn ho\u1eb7c c\u00e1c t\u00e1c v\u1ee5 c\u1ea7n t\u1ed1c \u0111\u1ed9.<\/li>\n\n\n\n<li><strong>DeepSeek-V3.2:<\/strong> Th\u1ebf h\u1ec7 tr\u01b0\u1edbc c\u1ee7a V4, n\u1ed5i b\u1eadt v\u1edbi kh\u1ea3 n\u0103ng k\u1ebft h\u1ee3p suy lu\u1eadn v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 trong c\u00f9ng m\u1ed9t model.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V4-Pro v\u00e0 V4-Flash \u0111\u1ec1u h\u1ed7 tr\u1ee3 ch\u1ebf \u0111\u1ed9 suy lu\u1eadn l\u1eabn kh\u00f4ng suy lu\u1eadn, g\u1ecdi c\u00f4ng c\u1ee5, xu\u1ea5t JSON v\u00e0 ng\u1eef c\u1ea3nh t\u1ed1i \u0111a 1 tri\u1ec7u token. \u0110\u00e2y c\u0169ng l\u00e0 hai model \u0111ang \u0111\u01b0\u1ee3c DeepSeek cung c\u1ea5p ch\u00ednh th\u1ee9c qua API t\u1ea1i th\u1eddi \u0111i\u1ec3m c\u1eadp nh\u1eadt.<\/p>\n\n\n\n<h3 id=\"2._Model_chuy\u00ean_suy_lu\u1eadn\"><strong>2. Model chuy\u00ean suy lu\u1eadn<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00f3m n\u00e0y \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho nh\u1eefng y\u00eau c\u1ea7u c\u1ea7n ph\u00e2n t\u00edch nhi\u1ec1u b\u01b0\u1edbc, ki\u1ec3m tra gi\u1ea3 thuy\u1ebft, gi\u1ea3i to\u00e1n, x\u1eed l\u00fd logic ho\u1eb7c l\u1eadp k\u1ebf ho\u1ea1ch ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng ti\u00eau bi\u1ec3u nh\u1ea5t l\u00e0 <strong>DeepSeek-R1<\/strong>, bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepSeek-R1-Zero<\/li>\n\n\n\n<li>DeepSeek-R1<\/li>\n\n\n\n<li>DeepSeek-R1-0528<\/li>\n\n\n\n<li>C\u00e1c phi\u00ean b\u1ea3n DeepSeek-R1-Distill d\u1ef1a tr\u00ean Qwen v\u00e0 Llama<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-R1-Zero \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n b\u1eb1ng reinforcement learning m\u00e0 kh\u00f4ng tr\u1ea3i qua b\u01b0\u1edbc supervised fine-tuning ban \u0111\u1ea7u. DeepSeek-R1 b\u1ed5 sung d\u1eef li\u1ec7u cold-start \u0111\u1ec3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng \u0111\u1ecdc, gi\u1ea3m l\u1eb7p v\u00e0 h\u1ea1n ch\u1ebf t\u00ecnh tr\u1ea1ng tr\u1ed9n ng\u00f4n ng\u1eef. Phi\u00ean b\u1ea3n R1-0528 ti\u1ebfp t\u1ee5c n\u00e2ng hi\u1ec7u su\u1ea5t, gi\u1ea3m hallucination v\u00e0 b\u1ed5 sung kh\u1ea3 n\u0103ng xu\u1ea5t JSON, function calling.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, R1 hi\u1ec7n kh\u00f4ng c\u00f2n l\u00e0 model suy lu\u1eadn ch\u00ednh tr\u00ean API DeepSeek. Vai tr\u00f2 n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o ch\u1ebf \u0111\u1ed9 Thinking c\u1ee7a DeepSeek-V4-Pro v\u00e0 V4-Flash.<\/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-2-1.png\" alt=\"Ph\u00e2n lo\u1ea1i model DeepSeek theo n\u0103ng l\u1ef1c x\u1eed l\u00fd\" class=\"wp-image-129012\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-2-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-2-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Ph\u00e2n lo\u1ea1i model DeepSeek theo n\u0103ng l\u1ef1c x\u1eed l\u00fd<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"3._Model_chuy\u00ean_bi\u1ec7t_cho_l\u1eadp_tr\u00ecnh_v\u00e0_to\u00e1n_h\u1ecdc\"><strong>3. Model chuy\u00ean bi\u1ec7t cho l\u1eadp tr\u00ecnh v\u00e0 to\u00e1n h\u1ecdc<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 c\u00e1c model \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n ho\u1eb7c tinh ch\u1ec9nh s\u00e2u cho m\u1ed9t l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-Coder-V2:<\/strong> Chuy\u00ean t\u1ea1o code, ho\u00e0n thi\u1ec7n m\u00e3 ngu\u1ed3n, s\u1eeda l\u1ed7i, gi\u1ea3i th\u00edch thu\u1eadt to\u00e1n v\u00e0 code infilling.<\/li>\n\n\n\n<li><strong>DeepSeekMath-V2:<\/strong> Chuy\u00ean gi\u1ea3i to\u00e1n v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c b\u00e0i ch\u1ee9ng minh b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/li>\n\n\n\n<li><strong>DeepSeek-Prover-V2:<\/strong> Chuy\u00ean t\u1ea1o ch\u1ee9ng minh h\u00ecnh th\u1ee9c b\u1eb1ng Lean 4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeekMath-V2 t\u1eadp trung v\u00e0o kh\u1ea3 n\u0103ng t\u1ef1 ki\u1ec3m ch\u1ee9ng l\u1eddi gi\u1ea3i. Model kh\u00f4ng ch\u1ec9 t\u1ea1o b\u00e0i ch\u1ee9ng minh m\u00e0 c\u00f2n t\u00ecm l\u1ed7i, \u0111\u00e1nh gi\u00e1 v\u00e0 c\u1ea3i thi\u1ec7n c\u00e1c b\u01b0\u1edbc l\u1eadp lu\u1eadn tr\u01b0\u1edbc khi \u0111\u01b0a ra k\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng. DeepSeek-Prover-V2 l\u1ea1i h\u01b0\u1edbng \u0111\u1ebfn formal theorem proving, n\u01a1i l\u1eddi gi\u1ea3i ph\u1ea3i \u0111\u01b0\u1ee3c bi\u1ec3u di\u1ec5n th\u00e0nh m\u00e3 Lean 4 v\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c m\u00e1y t\u00ednh ki\u1ec3m tra.<\/p>\n\n\n\n<h3 id=\"4._Model_\u0111a_ph\u01b0\u01a1ng_th\u1ee9c_v\u00e0_x\u1eed_l\u00fd_t\u00e0i_li\u1ec7u\"><strong>4. Model \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 x\u1eed l\u00fd t\u00e0i li\u1ec7u<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00f3m n\u00e0y l\u00e0m vi\u1ec7c v\u1edbi h\u00ecnh \u1ea3nh, bi\u1ec3u \u0111\u1ed3, t\u00e0i li\u1ec7u scan v\u00e0 d\u1eef li\u1ec7u k\u1ebft h\u1ee3p gi\u1eefa h\u00ecnh \u1ea3nh v\u1edbi v\u0103n b\u1ea3n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c d\u00f2ng \u0111\u00e1ng ch\u00fa \u00fd g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-VL2:<\/strong> Hi\u1ec3u h\u00ecnh \u1ea3nh, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi tr\u1ef1c quan, \u0111\u1ecdc b\u1ea3ng bi\u1ec3u, bi\u1ec3u \u0111\u1ed3 v\u00e0 nh\u1eadn di\u1ec7n v\u1ecb tr\u00ed \u0111\u1ed1i t\u01b0\u1ee3ng.<\/li>\n\n\n\n<li><strong>Janus-Pro:<\/strong> K\u1ebft h\u1ee3p kh\u1ea3 n\u0103ng hi\u1ec3u h\u00ecnh \u1ea3nh v\u00e0 t\u1ea1o \u1ea3nh t\u1eeb v\u0103n b\u1ea3n trong c\u00f9ng m\u1ed9t ki\u1ebfn tr\u00fac.<\/li>\n\n\n\n<li><strong>DeepSeek-OCR-2:<\/strong> Chuy\u00ean nh\u1eadn d\u1ea1ng t\u00e0i li\u1ec7u, gi\u1eef c\u1ea5u tr\u00fac b\u1ed1 c\u1ee5c v\u00e0 chuy\u1ec3n n\u1ed9i dung \u1ea3nh ho\u1eb7c PDF th\u00e0nh Markdown.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-VL2 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c t\u00e1c v\u1ee5 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh t\u1ed5ng qu\u00e1t. Janus-Pro ph\u00f9 h\u1ee3p khi \u1ee9ng d\u1ee5ng c\u1ea7n c\u1ea3 hi\u1ec3u v\u00e0 t\u1ea1o h\u00ecnh \u1ea3nh. Trong khi \u0111\u00f3, DeepSeek-OCR-2 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u ri\u00eang cho t\u00e0i li\u1ec7u, bi\u1ec3u m\u1eabu, \u1ea3nh scan v\u00e0 PDF c\u00f3 b\u1ed1 c\u1ee5c ph\u1ee9c t\u1ea1p.<\/p>\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><strong>Danh s\u00e1ch c\u00e1c model c\u1ee7a DeepSeek (c\u1eadp nh\u1eadt 2026)<\/strong><\/h2>\n\n\n\n<h3 id=\"DeepSeek-V4_\u2013_D\u00f2ng_flagship_m\u1edbi_nh\u1ea5t_c\u1ee7a_DeepSeek\"><strong>DeepSeek-V4 \u2013 D\u00f2ng flagship m\u1edbi nh\u1ea5t c\u1ee7a DeepSeek<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V4 l\u00e0 th\u1ebf h\u1ec7 model ng\u00f4n ng\u1eef m\u1edbi nh\u1ea5t \u0111\u01b0\u1ee3c DeepSeek gi\u1edbi thi\u1ec7u d\u01b0\u1edbi d\u1ea1ng Preview v\u00e0o th\u00e1ng 4\/2026. D\u00f2ng model n\u00e0y ti\u1ebfp t\u1ee5c s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture-of-Experts nh\u01b0ng \u0111\u01b0\u1ee3c n\u00e2ng c\u1ea5p \u0111\u00e1ng k\u1ec3 v\u1ec1 x\u1eed l\u00fd ng\u1eef c\u1ea3nh d\u00e0i, suy lu\u1eadn v\u00e0 kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh AI Agent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V4 c\u00f3 hai phi\u00ean b\u1ea3n ch\u00ednh.<\/p>\n\n\n\n<h4 id=\"DeepSeek-V4-Pro\"><strong>DeepSeek-V4-Pro<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V4-Pro l\u00e0 phi\u00ean b\u1ea3n c\u00f3 n\u0103ng l\u1ef1c cao nh\u1ea5t trong d\u00f2ng V4, s\u1edf h\u1eefu:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ed5ng c\u1ed9ng kho\u1ea3ng <strong>1,6 ngh\u00ecn t\u1ef7 tham s\u1ed1<\/strong>.<\/li>\n\n\n\n<li>Kho\u1ea3ng <strong>49 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t<\/strong> cho m\u1ed7i token.<\/li>\n\n\n\n<li>Ng\u1eef c\u1ea3nh t\u1ed1i \u0111a <strong>1 tri\u1ec7u token<\/strong>.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 ch\u1ebf \u0111\u1ed9 Thinking v\u00e0 Non-Thinking.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 tool calling, JSON Output, Chat Prefix Completion v\u00e0 FIM Completion.<\/li>\n\n\n\n<li>T\u1ed1i \u01b0u cho l\u1eadp tr\u00ecnh theo t\u00e1c v\u1ee5, ph\u00e2n t\u00edch t\u00e0i li\u1ec7u d\u00e0i, suy lu\u1eadn ph\u1ee9c t\u1ea1p v\u00e0 AI Agent nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V4-Pro ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng d\u1ef1 \u00e1n \u01b0u ti\u00ean ch\u1ea5t l\u01b0\u1ee3ng k\u1ebft qu\u1ea3, kh\u1ea3 n\u0103ng l\u1eadp lu\u1eadn v\u00e0 \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh h\u01a1n chi ph\u00ed x\u1eed l\u00fd.<\/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-3-1.png\" alt=\"Danh s\u00e1ch c\u00e1c model c\u1ee7a DeepSeek\" class=\"wp-image-129013\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-3-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-3-1-300x161.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<h4 id=\"DeepSeek-V4-Flash\"><strong>DeepSeek-V4-Flash<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V4-Flash l\u00e0 phi\u00ean b\u1ea3n t\u1ed1i \u01b0u cho t\u1ed1c \u0111\u1ed9 v\u00e0 chi ph\u00ed, v\u1edbi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kho\u1ea3ng <strong>284 t\u1ef7 tham s\u1ed1 t\u1ed5ng c\u1ed9ng<\/strong>.<\/li>\n\n\n\n<li>Kho\u1ea3ng <strong>13 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t<\/strong> cho m\u1ed7i token.<\/li>\n\n\n\n<li>Ng\u1eef c\u1ea3nh t\u1ed1i \u0111a <strong>1 tri\u1ec7u token<\/strong>.<\/li>\n\n\n\n<li>H\u1ed7 tr\u1ee3 c\u1ea3 ch\u1ebf \u0111\u1ed9 Thinking v\u00e0 Non-Thinking.<\/li>\n\n\n\n<li>Kh\u1ea3 n\u0103ng g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 v\u1eadn h\u00e0nh c\u00e1c t\u00e1c v\u1ee5 AI Agent.<\/li>\n\n\n\n<li>T\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i nhanh h\u01a1n v\u00e0 chi ph\u00ed API th\u1ea5p h\u01a1n V4-Pro.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p v\u1edbi chatbot, h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, x\u1eed l\u00fd n\u1ed9i dung h\u00e0ng lo\u1ea1t, ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ea7n \u0111\u00e1p \u1ee9ng nhi\u1ec1u y\u00eau c\u1ea7u \u0111\u1ed3ng th\u1eddi.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>L\u01b0u \u00fd:<\/strong> Hai t\u00ean model API c\u0169 l\u00e0 <code>deepseek-chat<\/code> v\u00e0 <code>deepseek-reasoner<\/code> \u0111\u00e3 b\u1ecb ng\u1eebng s\u1eed d\u1ee5ng t\u1eeb ng\u00e0y 24\/7\/2026. Khi t\u00edch h\u1ee3p m\u1edbi, nh\u00e0 ph\u00e1t tri\u1ec3n n\u00ean s\u1eed d\u1ee5ng tr\u1ef1c ti\u1ebfp <code>deepseek-v4-flash<\/code> ho\u1eb7c <code>deepseek-v4-pro<\/code>.<\/p>\n<\/blockquote>\n\n\n\n<h3 id=\"DeepSeek-V3.2_\u2013_Th\u1ebf_h\u1ec7_ti\u1ec1n_nhi\u1ec7m_t\u1eadp_trung_v\u00e0o_AI_Agent\"><strong>DeepSeek-V3.2 \u2013 Th\u1ebf h\u1ec7 ti\u1ec1n nhi\u1ec7m t\u1eadp trung v\u00e0o AI Agent<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V3.2 l\u00e0 d\u00f2ng model \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh tr\u01b0\u1edbc V4, \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc chuy\u1ec3n quan tr\u1ecdng c\u1ee7a DeepSeek t\u1eeb chatbot truy\u1ec1n th\u1ed1ng sang model d\u00e0nh cho AI Agent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng n\u00e0y g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-V3.2:<\/strong> C\u00e2n b\u1eb1ng gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng suy lu\u1eadn, t\u1ed1c \u0111\u1ed9 v\u00e0 l\u01b0\u1ee3ng token s\u1eed d\u1ee5ng.<\/li>\n\n\n\n<li><strong>DeepSeek-V3.2-Speciale:<\/strong> T\u0103ng th\u1eddi gian suy lu\u1eadn \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n to\u00e1n h\u1ecdc, l\u1eadp tr\u00ecnh v\u00e0 logic \u0111\u1eb7c bi\u1ec7t kh\u00f3.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-V3.2 l\u00e0 model \u0111\u1ea7u ti\u00ean c\u1ee7a DeepSeek k\u1ebft h\u1ee3p suy lu\u1eadn tr\u1ef1c ti\u1ebfp v\u1edbi kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5. V3.2-Speciale t\u1eebng \u0111\u01b0\u1ee3c cung c\u1ea5p t\u1ea1m th\u1eddi qua API nh\u01b0ng hi\u1ec7n ch\u1ee7 y\u1ebfu c\u00f3 gi\u00e1 tr\u1ecb d\u01b0\u1edbi d\u1ea1ng model m\u1edf ph\u1ee5c v\u1ee5 nghi\u00ean c\u1ee9u v\u00e0 t\u1ef1 tri\u1ec3n khai.<\/p>\n\n\n\n<h3 id=\"DeepSeek-R1_\u2013_D\u00f2ng_model_suy_lu\u1eadn_chuy\u00ean_s\u00e2u\"><strong>DeepSeek-R1 \u2013 D\u00f2ng model suy lu\u1eadn chuy\u00ean s\u00e2u<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-R1 l\u00e0 d\u00f2ng model \u0111\u01b0a DeepSeek tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng t\u00ean tu\u1ed5i n\u1ed5i b\u1eadt c\u1ee7a l\u0129nh v\u1ef1c reasoning AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c phi\u00ean b\u1ea3n ch\u00ednh g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-R1-Zero:<\/strong> Th\u1eed nghi\u1ec7m kh\u1ea3 n\u0103ng h\u00ecnh th\u00e0nh suy lu\u1eadn th\u00f4ng qua reinforcement learning.<\/li>\n\n\n\n<li><strong>DeepSeek-R1:<\/strong> Phi\u00ean b\u1ea3n ho\u00e0n thi\u1ec7n h\u01a1n, c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng ng\u00f4n ng\u1eef v\u00e0 \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh.<\/li>\n\n\n\n<li><strong>DeepSeek-R1-0528:<\/strong> Phi\u00ean b\u1ea3n c\u1eadp nh\u1eadt v\u1edbi kh\u1ea3 n\u0103ng suy lu\u1eadn, l\u1eadp tr\u00ecnh v\u00e0 function calling t\u1ed1t h\u01a1n.<\/li>\n\n\n\n<li><strong>DeepSeek-R1-Distill:<\/strong> C\u00e1c model nh\u1ecf \u0111\u01b0\u1ee3c ch\u01b0ng c\u1ea5t t\u1eeb R1, c\u00f3 k\u00edch th\u01b0\u1edbc t\u1eeb 1.5B \u0111\u1ebfn 70B.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-R1 v\u00e0 R1-Zero c\u00f3 t\u1ed5ng c\u1ed9ng 671 t\u1ef7 tham s\u1ed1 nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 37 t\u1ef7 tham s\u1ed1 cho m\u1ed7i token. C\u00e1c b\u1ea3n Distill nh\u1ecf h\u01a1n \u0111\u00e1ng k\u1ec3, ph\u00f9 h\u1ee3p v\u1edbi ng\u01b0\u1eddi mu\u1ed1n ch\u1ea1y model tr\u00ean m\u00e1y ch\u1ee7 ri\u00eang ho\u1eb7c ph\u1ea7n c\u1ee9ng c\u00f3 t\u00e0i nguy\u00ean gi\u1edbi h\u1ea1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u1ede th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, R1 n\u00ean \u0111\u01b0\u1ee3c xem l\u00e0 d\u00f2ng model m\u1edf d\u00e0nh cho nghi\u00ean c\u1ee9u v\u00e0 t\u1ef1 tri\u1ec3n khai. V\u1edbi \u1ee9ng d\u1ee5ng s\u1eed d\u1ee5ng API ch\u00ednh th\u1ee9c, DeepSeek-V4 \u1edf ch\u1ebf \u0111\u1ed9 Thinking l\u00e0 l\u1ef1a ch\u1ecdn m\u1edbi h\u01a1n.<\/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-4-1.png\" alt=\"DeepSeek-R1 \u2013 D\u00f2ng model suy lu\u1eadn chuy\u00ean s\u00e2u\" class=\"wp-image-129014\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-4-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-4-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>DeepSeek-R1 \u2013 D\u00f2ng model suy lu\u1eadn chuy\u00ean s\u00e2u<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"DeepSeek-Coder-V2_\u2013_Model_chuy\u00ean_l\u1eadp_tr\u00ecnh_th\u1ebf_h\u1ec7_tr\u01b0\u1edbc\"><strong>DeepSeek-Coder-V2 \u2013 Model chuy\u00ean l\u1eadp tr\u00ecnh th\u1ebf h\u1ec7 tr\u01b0\u1edbc<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-Coder-V2 l\u00e0 model Mixture-of-Experts chuy\u00ean v\u1ec1 code, \u0111\u01b0\u1ee3c ti\u1ebfp t\u1ee5c hu\u1ea5n luy\u1ec7n t\u1eeb m\u1ed9t checkpoint c\u1ee7a DeepSeek-V2 b\u1eb1ng kho\u1ea3ng 6 ngh\u00ecn t\u1ef7 token b\u1ed5 sung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model h\u1ed7 tr\u1ee3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sinh v\u00e0 ho\u00e0n thi\u1ec7n code.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch l\u1ed7i.<\/li>\n\n\n\n<li>Refactor m\u00e3 ngu\u1ed3n.<\/li>\n\n\n\n<li>Gi\u1ea3i th\u00edch thu\u1eadt to\u00e1n.<\/li>\n\n\n\n<li>Code infilling.<\/li>\n\n\n\n<li>X\u1eed l\u00fd nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh.<\/li>\n\n\n\n<li>Ng\u1eef c\u1ea3nh d\u00e0i \u0111\u1ebfn 128K \u1edf c\u00e1c phi\u00ean b\u1ea3n ch\u00ednh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-Coder-V2 c\u00f3 b\u1ea3n \u0111\u1ea7y \u0111\u1ee7 236B v\u00e0 b\u1ea3n Lite 16B. B\u1ea3n Lite ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 2,4B tham s\u1ed1, ph\u00f9 h\u1ee3p h\u01a1n cho tri\u1ec3n khai n\u1ed9i b\u1ed9 c\u00f3 t\u00e0i nguy\u00ean v\u1eeba ph\u1ea3i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, DeepSeek-Coder-V2 kh\u00f4ng c\u00f2n l\u00e0 model coding m\u1edbi nh\u1ea5t c\u1ee7a DeepSeek. V\u1edbi \u1ee9ng d\u1ee5ng s\u1eed d\u1ee5ng API, V4-Pro th\u01b0\u1eddng ph\u00f9 h\u1ee3p h\u01a1n cho l\u1eadp tr\u00ecnh theo d\u1ef1 \u00e1n v\u00e0 AI Coding Agent. Coder-V2 v\u1eabn h\u1eefu \u00edch khi c\u1ea7n t\u1ea3i model v\u1ec1, fine-tune ho\u1eb7c v\u1eadn h\u00e0nh trong h\u1ea1 t\u1ea7ng ri\u00eang.<\/p>\n\n\n\n<h3 id=\"DeepSeekMath-V2_\u2013_Model_to\u00e1n_h\u1ecdc_c\u00f3_kh\u1ea3_n\u0103ng_t\u1ef1_ki\u1ec3m_ch\u1ee9ng\"><strong>DeepSeekMath-V2 \u2013 Model to\u00e1n h\u1ecdc c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ki\u1ec3m ch\u1ee9ng<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeekMath-V2 l\u00e0 model chuy\u00ean v\u1ec1 mathematical reasoning v\u00e0 ch\u1ee9ng minh to\u00e1n h\u1ecdc b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. Model \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean DeepSeek-V3.2-Exp-Base v\u00e0 c\u00f3 quy m\u00f4 kho\u1ea3ng 685 t\u1ef7 tham s\u1ed1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a DeepSeekMath-V2 n\u1eb1m \u1edf c\u01a1 ch\u1ebf k\u1ebft h\u1ee3p gi\u1eefa:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Model t\u1ea1o b\u00e0i ch\u1ee9ng minh.<\/li>\n\n\n\n<li>Model \u0111\u00e1nh gi\u00e1 b\u00e0i ch\u1ee9ng minh.<\/li>\n\n\n\n<li>Qu\u00e1 tr\u00ecnh t\u1ef1 ph\u00e1t hi\u1ec7n l\u1ed7i.<\/li>\n\n\n\n<li>C\u01a1 ch\u1ebf c\u1ea3i thi\u1ec7n l\u1eddi gi\u1ea3i tr\u01b0\u1edbc khi ho\u00e0n t\u1ea5t.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Model h\u01b0\u1edbng \u0111\u1ebfn nh\u1eefng b\u00e0i to\u00e1n c\u1ea7n l\u1eddi gi\u1ea3i \u0111\u1ea7y \u0111\u1ee7 v\u00e0 c\u00f3 th\u1ec3 ki\u1ec3m tra, thay v\u00ec ch\u1ec9 \u0111\u01b0a ra \u0111\u00e1p \u00e1n cu\u1ed1i c\u00f9ng. DeepSeekMath-V2 ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u to\u00e1n h\u1ecdc, c\u00e1c k\u1ef3 thi to\u00e1n, R&amp;D v\u00e0 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng AI h\u1ed7 tr\u1ee3 ch\u1ee9ng minh.<\/p>\n\n\n\n<h3 id=\"DeepSeek-Prover-V2_\u2013_Model_ch\u1ee9ng_minh_\u0111\u1ecbnh_l\u00fd_b\u1eb1ng_Lean_4\"><strong>DeepSeek-Prover-V2 \u2013 Model ch\u1ee9ng minh \u0111\u1ecbnh l\u00fd b\u1eb1ng Lean 4<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-Prover-V2 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n cho formal theorem proving. Kh\u00e1c v\u1edbi DeepSeekMath-V2 s\u1eed d\u1ee5ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Prover-V2 chuy\u1ec3n qu\u00e1 tr\u00ecnh ch\u1ee9ng minh th\u00e0nh m\u00e3 Lean 4 \u0111\u1ec3 h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ki\u1ec3m tra t\u00ednh h\u1ee3p l\u1ec7.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng n\u00e0y c\u00f3 hai phi\u00ean b\u1ea3n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DeepSeek-Prover-V2-7B:<\/strong> Nh\u1eb9 h\u01a1n, c\u00f3 ng\u1eef c\u1ea3nh t\u1ed1i \u0111a 32K.<\/li>\n\n\n\n<li><strong>DeepSeek-Prover-V2-671B:<\/strong> Phi\u00ean b\u1ea3n l\u1edbn, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean DeepSeek-V3-Base.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u to\u00e1n h\u1ecdc h\u00ecnh th\u1ee9c, ki\u1ec3m ch\u1ee9ng ph\u1ea7n m\u1ec1m, x\u00e1c minh thu\u1eadt to\u00e1n v\u00e0 c\u00e1c d\u1ef1 \u00e1n s\u1eed d\u1ee5ng Lean 4. \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u1ef1a ch\u1ecdn d\u00e0nh cho ng\u01b0\u1eddi ch\u1ec9 c\u1ea7n gi\u1ea3i b\u00e0i to\u00e1n ph\u1ed5 th\u00f4ng ho\u1eb7c t\u00ednh to\u00e1n nhanh.<\/p>\n\n\n\n<h3 id=\"DeepSeek-VL2_\u2013_Model_chuy\u00ean_hi\u1ec3u_h\u00ecnh_\u1ea3nh\"><strong>DeepSeek-VL2 \u2013 Model chuy\u00ean hi\u1ec3u h\u00ecnh \u1ea3nh<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-VL2 l\u00e0 d\u00f2ng Vision-Language Model s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture-of-Experts, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n cho c\u00e1c t\u00e1c v\u1ee5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Visual Question Answering.<\/li>\n\n\n\n<li>Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch t\u00e0i li\u1ec7u.<\/li>\n\n\n\n<li>\u0110\u1ecdc b\u1ea3ng v\u00e0 bi\u1ec3u \u0111\u1ed3.<\/li>\n\n\n\n<li>Nh\u1eadn di\u1ec7n v\u1ecb tr\u00ed \u0111\u1ed1i t\u01b0\u1ee3ng trong \u1ea3nh.<\/li>\n\n\n\n<li>M\u00f4 t\u1ea3 v\u00e0 gi\u1ea3i th\u00edch n\u1ed9i dung h\u00ecnh \u1ea3nh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-VL2 c\u00f3 ba phi\u00ean b\u1ea3n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepSeek-VL2-Tiny v\u1edbi kho\u1ea3ng 1B tham s\u1ed1 k\u00edch ho\u1ea1t.<\/li>\n\n\n\n<li>DeepSeek-VL2-Small v\u1edbi kho\u1ea3ng 2,8B tham s\u1ed1 k\u00edch ho\u1ea1t.<\/li>\n\n\n\n<li>DeepSeek-VL2 v\u1edbi kho\u1ea3ng 4,5B tham s\u1ed1 k\u00edch ho\u1ea1t.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c phi\u00ean b\u1ea3n \u0111\u1ec1u c\u00f3 ng\u1eef c\u1ea3nh 4.096 token v\u00e0 ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c cung c\u1ea5p d\u01b0\u1edbi d\u1ea1ng model m\u1edf \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng t\u1ef1 tri\u1ec3n khai.<\/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-5-1.png\" alt=\"DeepSeek-VL2 \u2013 Model chuy\u00ean hi\u1ec3u h\u00ecnh \u1ea3nh\" class=\"wp-image-129015\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-5-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-5-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>DeepSeek-VL2 \u2013 Model chuy\u00ean hi\u1ec3u h\u00ecnh \u1ea3nh<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Janus-Pro_\u2013_Model_v\u1eeba_hi\u1ec3u_v\u1eeba_t\u1ea1o_h\u00ecnh_\u1ea3nh\"><strong>Janus-Pro \u2013 Model v\u1eeba hi\u1ec3u v\u1eeba t\u1ea1o h\u00ecnh \u1ea3nh<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Janus-Pro l\u00e0 model \u0111a ph\u01b0\u01a1ng th\u1ee9c h\u1ee3p nh\u1ea5t hai nh\u00f3m n\u0103ng l\u1ef1c:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hi\u1ec3u h\u00ecnh \u1ea3nh v\u00e0 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi d\u1ef1a tr\u00ean h\u00ecnh \u1ea3nh.<\/li>\n\n\n\n<li>T\u1ea1o h\u00ecnh \u1ea3nh t\u1eeb m\u00f4 t\u1ea3 v\u0103n b\u1ea3n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Janus-Pro s\u1eed d\u1ee5ng c\u00e1c \u0111\u01b0\u1eddng m\u00e3 h\u00f3a h\u00ecnh \u1ea3nh ri\u00eang cho qu\u00e1 tr\u00ecnh hi\u1ec3u v\u00e0 qu\u00e1 tr\u00ecnh t\u1ea1o \u1ea3nh, gi\u00fap gi\u1ea3m xung \u0111\u1ed9t gi\u1eefa hai nhi\u1ec7m v\u1ee5 trong c\u00f9ng m\u1ed9t ki\u1ebfn tr\u00fac.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek ph\u00e1t h\u00e0nh hai phi\u00ean b\u1ea3n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Janus-Pro-1B.<\/li>\n\n\n\n<li>Janus-Pro-7B.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Janus-Pro ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u model \u0111a ph\u01b0\u01a1ng th\u1ee9c, x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng t\u1ea1o \u1ea3nh v\u00e0 th\u1eed nghi\u1ec7m nh\u1eefng h\u1ec7 th\u1ed1ng c\u1ea7n x\u1eed l\u00fd c\u1ea3 v\u0103n b\u1ea3n l\u1eabn h\u00ecnh \u1ea3nh.<\/p>\n\n\n\n<h3 id=\"DeepSeek-OCR-2_\u2013_Model_chuy\u00ean_\u0111\u1ecdc_v\u00e0_chuy\u1ec3n_\u0111\u1ed5i_t\u00e0i_li\u1ec7u\"><strong>DeepSeek-OCR-2 \u2013 Model chuy\u00ean \u0111\u1ecdc v\u00e0 chuy\u1ec3n \u0111\u1ed5i t\u00e0i li\u1ec7u<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-OCR-2 l\u00e0 model OCR th\u1ebf h\u1ec7 m\u1edbi \u0111\u01b0\u1ee3c DeepSeek ph\u00e1t h\u00e0nh v\u00e0o \u0111\u1ea7u n\u0103m 2026. Model h\u01b0\u1edbng \u0111\u1ebfn c\u00e1ch m\u00e3 h\u00f3a h\u00ecnh \u1ea3nh g\u1ea7n v\u1edbi qu\u00e1 tr\u00ecnh \u0111\u1ecdc tu\u1ea7n t\u1ef1 c\u1ee7a con ng\u01b0\u1eddi h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c \u1ee9ng d\u1ee5ng ch\u00ednh g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nh\u1eadn d\u1ea1ng v\u0103n b\u1ea3n trong \u1ea3nh.<\/li>\n\n\n\n<li>\u0110\u1ecdc t\u00e0i li\u1ec7u scan.<\/li>\n\n\n\n<li>Chuy\u1ec3n PDF th\u00e0nh Markdown.<\/li>\n\n\n\n<li>Gi\u1eef l\u1ea1i b\u1ed1 c\u1ee5c t\u00e0i li\u1ec7u.<\/li>\n\n\n\n<li>X\u1eed l\u00fd b\u1ea3ng bi\u1ec3u, c\u00f4ng th\u1ee9c v\u00e0 n\u1ed9i dung nhi\u1ec1u c\u1ed9t.<\/li>\n\n\n\n<li>Tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb t\u00e0i li\u1ec7u h\u00e0ng lo\u1ea1t.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-OCR-2 ph\u00f9 h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd t\u00e0i li\u1ec7u, s\u1ed1 h\u00f3a h\u1ed3 s\u01a1, RAG t\u1eeb PDF v\u00e0 quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1eef li\u1ec7u. Model \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng t\u1ea3i v\u1ec1 v\u00e0 t\u1ef1 v\u1eadn h\u00e0nh, kh\u00f4ng thu\u1ed9c danh s\u00e1ch model API ng\u00f4n ng\u1eef ch\u00ednh c\u1ee7a DeepSeek.<\/p>\n\n\n\n<h3 id=\"C\u00e1c_model_DeepSeek_\u0111\u1eddi_c\u0169\"><strong>C\u00e1c model DeepSeek \u0111\u1eddi c\u0169<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng model nh\u01b0 DeepSeek-LLM, DeepSeek-V2, DeepSeek-V2-Lite, DeepSeek-VL v\u00e0 DeepSeekMath-7B t\u1eebng gi\u1eef vai tr\u00f2 quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a DeepSeek. Tuy nhi\u00ean, \u0111\u00e2y kh\u00f4ng c\u00f2n l\u00e0 c\u00e1c l\u1ef1a ch\u1ecdn n\u00ean \u01b0u ti\u00ean cho d\u1ef1 \u00e1n m\u1edbi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c d\u00f2ng c\u0169 v\u1eabn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng khi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>D\u1ef1 \u00e1n \u0111\u00e3 \u0111\u01b0\u1ee3c fine-tune tr\u00ean checkpoint c\u0169.<\/li>\n\n\n\n<li>C\u1ea7n t\u00e1i hi\u1ec7n k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u.<\/li>\n\n\n\n<li>H\u1ea1 t\u1ea7ng hi\u1ec7n t\u1ea1i ch\u1ec9 t\u01b0\u01a1ng th\u00edch v\u1edbi ki\u1ebfn tr\u00fac c\u0169.<\/li>\n\n\n\n<li>Mu\u1ed1n nghi\u00ean c\u1ee9u s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ki\u1ebfn tr\u00fac MoE qua t\u1eebng th\u1ebf h\u1ec7.<\/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 class=\"wp-block-paragraph\">S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c model DeepSeek kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf s\u1ed1 l\u01b0\u1ee3ng tham s\u1ed1. M\u1ed7i d\u00f2ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf theo m\u1ed9t m\u1ee5c ti\u00eau, lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 ph\u01b0\u01a1ng th\u1ee9c tri\u1ec3n khai ri\u00eang.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>D\u00f2ng model<\/th><th>N\u0103ng l\u1ef1c ch\u00ednh<\/th><th>D\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o<\/th><th>C\u00e1ch s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn<\/th><th>Tr\u1ea1ng th\u00e1i<\/th><\/tr><tr><td>DeepSeek-V4-Pro<\/td><td>Suy lu\u1eadn, code, AI Agent, t\u00e0i li\u1ec7u d\u00e0i<\/td><td>V\u0103n b\u1ea3n<\/td><td>Web, \u1ee9ng d\u1ee5ng, API, t\u1ef1 tri\u1ec3n khai<\/td><td>Flagship hi\u1ec7n t\u1ea1i<\/td><\/tr><tr><td>DeepSeek-V4-Flash<\/td><td>Chatbot, x\u1eed l\u00fd nhanh, \u1ee9ng d\u1ee5ng quy m\u00f4 l\u1edbn<\/td><td>V\u0103n b\u1ea3n<\/td><td>Web, \u1ee9ng d\u1ee5ng, API, t\u1ef1 tri\u1ec3n khai<\/td><td>Model t\u1ed1c \u0111\u1ed9 hi\u1ec7n t\u1ea1i<\/td><\/tr><tr><td>DeepSeek-V3.2<\/td><td>Suy lu\u1eadn k\u1ebft h\u1ee3p g\u1ecdi c\u00f4ng c\u1ee5<\/td><td>V\u0103n b\u1ea3n<\/td><td>T\u1ef1 tri\u1ec3n khai, nghi\u00ean c\u1ee9u<\/td><td>Th\u1ebf h\u1ec7 tr\u01b0\u1edbc<\/td><\/tr><tr><td>DeepSeek-R1<\/td><td>Suy lu\u1eadn nhi\u1ec1u b\u01b0\u1edbc<\/td><td>V\u0103n b\u1ea3n<\/td><td>T\u1ef1 tri\u1ec3n khai, nghi\u00ean c\u1ee9u<\/td><td>Model reasoning chuy\u00ean bi\u1ec7t<\/td><\/tr><tr><td>DeepSeek-Coder-V2<\/td><td>Sinh code, s\u1eeda l\u1ed7i, code infilling<\/td><td>V\u0103n b\u1ea3n v\u00e0 m\u00e3 ngu\u1ed3n<\/td><td>T\u1ef1 tri\u1ec3n khai, fine-tune<\/td><td>D\u00f2ng coding th\u1ebf h\u1ec7 tr\u01b0\u1edbc<\/td><\/tr><tr><td>DeepSeekMath-V2<\/td><td>Gi\u1ea3i to\u00e1n, ch\u1ee9ng minh b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/td><td>V\u0103n b\u1ea3n v\u00e0 c\u00f4ng th\u1ee9c<\/td><td>Nghi\u00ean c\u1ee9u, t\u1ef1 tri\u1ec3n khai<\/td><td>Model to\u00e1n h\u1ecdc chuy\u00ean bi\u1ec7t<\/td><\/tr><tr><td>DeepSeek-Prover-V2<\/td><td>Ch\u1ee9ng minh h\u00ecnh th\u1ee9c b\u1eb1ng Lean 4<\/td><td>V\u0103n b\u1ea3n v\u00e0 m\u00e3 Lean<\/td><td>Nghi\u00ean c\u1ee9u, ki\u1ec3m ch\u1ee9ng<\/td><td>Model formal reasoning<\/td><\/tr><tr><td>DeepSeek-VL2<\/td><td>Hi\u1ec3u h\u00ecnh \u1ea3nh, bi\u1ec3u \u0111\u1ed3, t\u00e0i li\u1ec7u<\/td><td>H\u00ecnh \u1ea3nh v\u00e0 v\u0103n b\u1ea3n<\/td><td>T\u1ef1 tri\u1ec3n khai<\/td><td>Model Vision-Language<\/td><\/tr><tr><td>Janus-Pro<\/td><td>Hi\u1ec3u v\u00e0 t\u1ea1o h\u00ecnh \u1ea3nh<\/td><td>H\u00ecnh \u1ea3nh v\u00e0 v\u0103n b\u1ea3n<\/td><td>T\u1ef1 tri\u1ec3n khai<\/td><td>Model \u0111a ph\u01b0\u01a1ng th\u1ee9c h\u1ee3p nh\u1ea5t<\/td><\/tr><tr><td>DeepSeek-OCR-2<\/td><td>OCR, \u0111\u1ecdc t\u00e0i li\u1ec7u v\u00e0 gi\u1eef b\u1ed1 c\u1ee5c<\/td><td>H\u00ecnh \u1ea3nh, PDF<\/td><td>T\u1ef1 tri\u1ec3n khai<\/td><td>Model OCR chuy\u00ean bi\u1ec7t<\/td><\/tr><\/tbody><\/table><\/figure>\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><strong>G\u1ee3i \u00fd ch\u1ecdn model DeepSeek ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u<\/strong><\/h2>\n\n\n\n<h3 id=\"Vi\u1ebft_n\u1ed9i_dung,_t\u00f3m_t\u1eaft_v\u00e0_chatbot_th\u00f4ng_th\u01b0\u1eddng\"><strong>Vi\u1ebft n\u1ed9i dung, t\u00f3m t\u1eaft v\u00e0 chatbot th\u00f4ng th\u01b0\u1eddng<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-V4-Flash \u1edf ch\u1ebf \u0111\u1ed9 Non-Thinking.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V4-Flash c\u00f3 t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i nhanh, chi ph\u00ed th\u1ea5p h\u01a1n V4-Pro v\u00e0 \u0111\u1ee7 kh\u1ea3 n\u0103ng x\u1eed l\u00fd ph\u1ea7n l\u1edbn t\u00e1c v\u1ee5 h\u00e0ng ng\u00e0y nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vi\u1ebft b\u00e0i v\u00e0 m\u00f4 t\u1ea3 s\u1ea3n ph\u1ea9m.<\/li>\n\n\n\n<li>D\u1ecbch thu\u1eadt.<\/li>\n\n\n\n<li>T\u00f3m t\u1eaft v\u0103n b\u1ea3n.<\/li>\n\n\n\n<li>Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li>Ph\u00e2n lo\u1ea1i ph\u1ea3n h\u1ed3i.<\/li>\n\n\n\n<li>X\u1eed l\u00fd n\u1ed9i dung h\u00e0ng lo\u1ea1t.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"X\u00e2y_d\u1ef1ng_chatbot_doanh_nghi\u1ec7p_c\u00f3_l\u01b0\u1ee3ng_truy_c\u1eadp_l\u1edbn\"><strong>X\u00e2y d\u1ef1ng chatbot doanh nghi\u1ec7p c\u00f3 l\u01b0\u1ee3ng truy c\u1eadp l\u1edbn<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-V4-Flash.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p khi doanh nghi\u1ec7p c\u1ea7n c\u00e2n b\u1eb1ng gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng, t\u1ed1c \u0111\u1ed9 v\u00e0 chi ph\u00ed. V4-Flash c\u0169ng h\u1ed7 tr\u1ee3 tool calling v\u00e0 JSON Output, nh\u1edd \u0111\u00f3 c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i chatbot v\u1edbi CRM, c\u01a1 s\u1edf d\u1eef li\u1ec7u, h\u1ec7 th\u1ed1ng \u0111\u1eb7t h\u00e0ng ho\u1eb7c c\u00f4ng c\u1ee5 n\u1ed9i b\u1ed9.<\/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-6-1.png\" alt=\"G\u1ee3i \u00fd ch\u1ecdn model DeepSeek ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u\" class=\"wp-image-129016\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-6-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-6-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">G\u1ee3i \u00fd ch\u1ecdn model DeepSeek ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u<\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Ph\u00e2n_t\u00edch_t\u00e0i_li\u1ec7u_d\u00e0i_ho\u1eb7c_d\u1eef_li\u1ec7u_quy_m\u00f4_l\u1edbn\"><strong>Ph\u00e2n t\u00edch t\u00e0i li\u1ec7u d\u00e0i ho\u1eb7c d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-V4-Pro ho\u1eb7c V4-Flash.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ea3 hai model \u0111\u1ec1u h\u1ed7 tr\u1ee3 ng\u1eef c\u1ea3nh t\u1ed1i \u0111a 1 tri\u1ec7u token. V4-Pro ph\u00f9 h\u1ee3p khi t\u00e0i li\u1ec7u ph\u1ee9c t\u1ea1p v\u00e0 y\u00eau c\u1ea7u ph\u00e2n t\u00edch s\u00e2u. V4-Flash ph\u00f9 h\u1ee3p v\u1edbi tr\u00edch xu\u1ea5t, ph\u00e2n lo\u1ea1i ho\u1eb7c t\u00f3m t\u1eaft s\u1ed1 l\u01b0\u1ee3ng l\u1edbn t\u00e0i li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac t\u01b0\u01a1ng \u0111\u1ed1i r\u00f5 r\u00e0ng.<\/p>\n\n\n\n<h3 id=\"L\u1eadp_tr\u00ecnh_v\u00e0_x\u00e2y_d\u1ef1ng_AI_Coding_Agent\"><strong>L\u1eadp tr\u00ecnh v\u00e0 x\u00e2y d\u1ef1ng AI Coding Agent<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-V4-Pro.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V4-Pro ph\u00f9 h\u1ee3p v\u1edbi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n t\u00edch repository l\u1edbn.<\/li>\n\n\n\n<li>L\u1eadp k\u1ebf ho\u1ea1ch tri\u1ec3n khai t\u00ednh n\u0103ng.<\/li>\n\n\n\n<li>S\u1eeda l\u1ed7i qua nhi\u1ec1u file.<\/li>\n\n\n\n<li>G\u1ecdi terminal ho\u1eb7c c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh.<\/li>\n\n\n\n<li>Vi\u1ebft v\u00e0 ki\u1ec3m tra code theo nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n\n<li>V\u1eadn h\u00e0nh trong Claude Code, OpenCode, OpenClaw ho\u1eb7c c\u00e1c agent framework t\u01b0\u01a1ng th\u00edch.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-Coder-V2 ch\u1ec9 n\u00ean \u0111\u01b0\u1ee3c \u01b0u ti\u00ean khi c\u1ea7n t\u1ea3i model v\u1ec1, fine-tune ri\u00eang ho\u1eb7c tri\u1ec3n khai trong h\u1ec7 th\u1ed1ng kh\u00f4ng k\u1ebft n\u1ed1i API.<\/p>\n\n\n\n<h3 id=\"Gi\u1ea3i_b\u00e0i_to\u00e1n_v\u00e0_ph\u00e2n_t\u00edch_logic_ph\u1ee9c_t\u1ea1p\">Gi\u1ea3i b\u00e0i to\u00e1n v\u00e0 ph\u00e2n t\u00edch logic ph\u1ee9c t\u1ea1p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-V4-Pro \u1edf ch\u1ebf \u0111\u1ed9 Thinking.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek-R1 t\u1eebng l\u00e0 l\u1ef1a ch\u1ecdn ch\u1ee7 l\u1ef1c cho reasoning. Tuy nhi\u00ean, V4-Pro hi\u1ec7n \u0111\u00e3 t\u00edch h\u1ee3p n\u0103ng l\u1ef1c suy lu\u1eadn v\u00e0o c\u00f9ng m\u1ed9t model, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 ng\u1eef c\u1ea3nh d\u00e0i v\u00e0 g\u1ecdi c\u00f4ng c\u1ee5 t\u1ed1t h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">R1 v\u1eabn ph\u00f9 h\u1ee3p v\u1edbi nghi\u00ean c\u1ee9u ho\u1eb7c khi c\u1ea7n tri\u1ec3n khai model reasoning tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang.<\/p>\n\n\n\n<h3 id=\"Ch\u1ea1y_model_suy_lu\u1eadn_tr\u00ean_m\u00e1y_ch\u1ee7_c\u00e1_nh\u00e2n\"><strong>Ch\u1ea1y model suy lu\u1eadn tr\u00ean m\u00e1y ch\u1ee7 c\u00e1 nh\u00e2n<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-R1-Distill.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn theo t\u00e0i nguy\u00ean:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1.5B ho\u1eb7c 7B: Th\u1eed nghi\u1ec7m, h\u1ecdc t\u1eadp v\u00e0 thi\u1ebft b\u1ecb h\u1ea1n ch\u1ebf.<\/li>\n\n\n\n<li>8B ho\u1eb7c 14B: C\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u su\u1ea5t v\u00e0 ph\u1ea7n c\u1ee9ng.<\/li>\n\n\n\n<li>32B: Ph\u00f9 h\u1ee3p v\u1edbi m\u00e1y ch\u1ee7 GPU m\u1ea1nh.<\/li>\n\n\n\n<li>70B: Ch\u1ea5t l\u01b0\u1ee3ng cao h\u01a1n nh\u01b0ng c\u1ea7n nhi\u1ec1u VRAM ho\u1eb7c gi\u1ea3i ph\u00e1p quantization.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c b\u1ea3n Distill kh\u00f4ng m\u1ea1nh b\u1eb1ng model R1 \u0111\u1ea7y \u0111\u1ee7 ho\u1eb7c V4-Pro, nh\u01b0ng d\u1ec5 tri\u1ec3n khai h\u01a1n \u0111\u00e1ng k\u1ec3.<\/p>\n\n\n\n<h3 id=\"Gi\u1ea3i_to\u00e1n_v\u00e0_vi\u1ebft_b\u00e0i_ch\u1ee9ng_minh\"><strong>Gi\u1ea3i to\u00e1n v\u00e0 vi\u1ebft b\u00e0i ch\u1ee9ng minh<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeekMath-V2.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p khi c\u1ea7n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u1ea3i b\u00e0i to\u00e1n n\u00e2ng cao.<\/li>\n\n\n\n<li>Vi\u1ebft l\u1eddi gi\u1ea3i c\u00f3 c\u1ea5u tr\u00fac.<\/li>\n\n\n\n<li>Ki\u1ec3m tra t\u1eebng b\u01b0\u1edbc l\u1eadp lu\u1eadn.<\/li>\n\n\n\n<li>Ph\u00e1t hi\u1ec7n l\u1ed7i trong b\u00e0i ch\u1ee9ng minh.<\/li>\n\n\n\n<li>Nghi\u00ean c\u1ee9u mathematical reasoning.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi c\u00e1c ph\u00e9p t\u00ednh \u0111\u01a1n gi\u1ea3n ho\u1eb7c b\u00e0i to\u00e1n ph\u1ed5 th\u00f4ng, V4-Flash ho\u1eb7c V4-Pro \u0111\u00e3 \u0111\u1ee7 \u0111\u00e1p \u1ee9ng. DeepSeekMath-V2 ch\u1ec9 th\u1ef1c s\u1ef1 c\u1ea7n thi\u1ebft khi ch\u1ea5t l\u01b0\u1ee3ng ch\u1ee9ng minh l\u00e0 y\u00eau c\u1ea7u c\u1ed1t l\u00f5i.<\/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-7.png\" alt=\"Gi\u1ea3i to\u00e1n v\u00e0 vi\u1ebft b\u00e0i ch\u1ee9ng minh\" class=\"wp-image-129017\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-7.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-deepseek-7-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Gi\u1ea3i to\u00e1n v\u00e0 vi\u1ebft b\u00e0i ch\u1ee9ng minh<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Ch\u1ee9ng_minh_\u0111\u1ecbnh_l\u00fd_b\u1eb1ng_Lean_4\"><strong>Ch\u1ee9ng minh \u0111\u1ecbnh l\u00fd b\u1eb1ng Lean 4<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-Prover-V2.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 l\u1ef1a ch\u1ecdn chuy\u00ean bi\u1ec7t cho formal theorem proving. Kh\u00f4ng n\u00ean d\u00f9ng Prover-V2 \u0111\u1ec3 thay th\u1ebf chatbot, model vi\u1ebft n\u1ed9i dung ho\u1eb7c tr\u1ee3 l\u00fd to\u00e1n h\u1ecdc th\u00f4ng th\u01b0\u1eddng.<\/p>\n\n\n\n<h3 id=\"Ph\u00e2n_t\u00edch_h\u00ecnh_\u1ea3nh,_bi\u1ec3u_\u0111\u1ed3_v\u00e0_b\u1ea3ng_bi\u1ec3u\"><strong>Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, bi\u1ec3u \u0111\u1ed3 v\u00e0 b\u1ea3ng bi\u1ec3u<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-VL2.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p v\u1edbi Visual Question Answering, m\u00f4 t\u1ea3 \u1ea3nh, \u0111\u1ecdc bi\u1ec3u \u0111\u1ed3 v\u00e0 x\u00e1c \u0111\u1ecbnh \u0111\u1ed1i t\u01b0\u1ee3ng trong h\u00ecnh. VL2-Tiny ho\u1eb7c VL2-Small ph\u00f9 h\u1ee3p v\u1edbi th\u1eed nghi\u1ec7m nh\u1eb9 h\u01a1n; b\u1ea3n VL2 \u0111\u1ea7y \u0111\u1ee7 ph\u00f9 h\u1ee3p khi \u01b0u ti\u00ean ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n\n\n\n<h3 id=\"X\u00e2y_d\u1ef1ng_\u1ee9ng_d\u1ee5ng_v\u1eeba_hi\u1ec3u_v\u1eeba_t\u1ea1o_h\u00ecnh_\u1ea3nh\">X\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng v\u1eeba hi\u1ec3u v\u1eeba t\u1ea1o h\u00ecnh \u1ea3nh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: Janus-Pro.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Janus-Pro th\u00edch h\u1ee3p cho nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c h\u1ee3p nh\u1ea5t. Tuy nhi\u00ean, model c\u00f3 ng\u1eef c\u1ea3nh ng\u1eafn v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng t\u1ea1o \u1ea3nh kh\u00f4ng n\u00ean \u0111\u01b0\u1ee3c \u0111\u00e1nh \u0111\u1ed3ng v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng t\u1ea1o \u1ea3nh th\u01b0\u01a1ng m\u1ea1i chuy\u00ean d\u1ee5ng.<\/p>\n\n\n\n<h3 id=\"\u0110\u1ecdc_PDF,_t\u00e0i_li\u1ec7u_scan_v\u00e0_chuy\u1ec3n_sang_Markdown\"><strong>\u0110\u1ecdc PDF, t\u00e0i li\u1ec7u scan v\u00e0 chuy\u1ec3n sang Markdown<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>N\u00ean ch\u1ecdn: DeepSeek-OCR-2.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p nh\u1ea5t trong h\u1ec7 sinh th\u00e1i DeepSeek cho:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S\u1ed1 h\u00f3a t\u00e0i li\u1ec7u.<\/li>\n\n\n\n<li>Tr\u00edch xu\u1ea5t v\u0103n b\u1ea3n t\u1eeb \u1ea3nh.<\/li>\n\n\n\n<li>Chuy\u1ec3n PDF sang Markdown.<\/li>\n\n\n\n<li>X\u00e2y d\u1ef1ng d\u1eef li\u1ec7u cho h\u1ec7 th\u1ed1ng RAG.<\/li>\n\n\n\n<li>\u0110\u1ecdc t\u00e0i li\u1ec7u nhi\u1ec1u c\u1ed9t ho\u1eb7c c\u00f3 b\u1ea3ng bi\u1ec3u.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"L\u1ef1a_ch\u1ecdn_nhanh_theo_t\u1eebng_nhu_c\u1ea7u\"><strong>L\u1ef1a ch\u1ecdn nhanh theo t\u1eebng nhu c\u1ea7u<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Nhu c\u1ea7u<\/strong><\/td><td><strong>Model n\u00ean ch\u1ecdn<\/strong><\/td><\/tr><tr><td>Chatbot v\u00e0 vi\u1ebft n\u1ed9i dung<\/td><td>DeepSeek-V4-Flash<\/td><\/tr><tr><td>Ph\u00e2n t\u00edch chuy\u00ean s\u00e2u<\/td><td>DeepSeek-V4-Pro<\/td><\/tr><tr><td>AI Agent v\u00e0 coding agent<\/td><td>DeepSeek-V4-Pro<\/td><\/tr><tr><td>API t\u1ed1c \u0111\u1ed9 cao, chi ph\u00ed th\u1ea5p<\/td><td>DeepSeek-V4-Flash<\/td><\/tr><tr><td>Ch\u1ea1y reasoning model c\u1ee5c b\u1ed9<\/td><td>DeepSeek-R1-Distill<\/td><\/tr><tr><td>Fine-tune model chuy\u00ean code<\/td><td>DeepSeek-Coder-V2<\/td><\/tr><tr><td>Ch\u1ee9ng minh to\u00e1n b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/td><td>DeepSeekMath-V2<\/td><\/tr><tr><td>Ch\u1ee9ng minh b\u1eb1ng Lean 4<\/td><td>DeepSeek-Prover-V2<\/td><\/tr><tr><td>Hi\u1ec3u h\u00ecnh \u1ea3nh v\u00e0 bi\u1ec3u \u0111\u1ed3<\/td><td>DeepSeek-VL2<\/td><\/tr><tr><td>Hi\u1ec3u v\u00e0 t\u1ea1o h\u00ecnh \u1ea3nh<\/td><td>Janus-Pro<\/td><\/tr><tr><td>OCR v\u00e0 chuy\u1ec3n PDF th\u00e0nh Markdown<\/td><td>DeepSeek-OCR-2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00ecn chung, ng\u01b0\u1eddi d\u00f9ng API n\u00ean b\u1eaft \u0111\u1ea7u v\u1edbi <strong>DeepSeek-V4-Flash<\/strong> cho c\u00e1c t\u00e1c v\u1ee5 ph\u1ed5 th\u00f4ng v\u00e0 chuy\u1ec3n sang <strong>DeepSeek-V4-Pro<\/strong> khi c\u1ea7n suy lu\u1eadn, l\u1eadp tr\u00ecnh ho\u1eb7c v\u1eadn h\u00e0nh AI Agent ph\u1ee9c t\u1ea1p. C\u00e1c model R1, Coder, Math, Prover, VL, Janus v\u00e0 OCR ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi nhu c\u1ea7u chuy\u00ean bi\u1ec7t ho\u1eb7c tri\u1ec3n khai tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang.<\/p>\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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">\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. 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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":129019,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7674],"tags":[7443],"class_list":["post-120536","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-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":3,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120536\/revisions"}],"predecessor-version":[{"id":129018,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120536\/revisions\/129018"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/129019"}],"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}]}}