{"id":120634,"date":"2025-11-06T14:31:17","date_gmt":"2025-11-06T07:31:17","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=120634"},"modified":"2026-10-30T10:59:26","modified_gmt":"2026-10-30T03:59:26","slug":"model-cua-qwen-ai","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/model-cua-qwen-ai\/","title":{"rendered":"C\u00e1c model c\u1ee7a Qwen AI (10\/2026): Qwen3.8, Max, Plus, Flash v\u00e0 b\u1ea3n m\u1edf tr\u1ecdng s\u1ed1"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>T\u1ea1i 29\/10\/2026, model th\u01b0\u01a1ng m\u1ea1i m\u1edbi nh\u1ea5t c\u1ee7a Qwen l\u00e0 qwen3.8-max (flagship tr\u00ean API Alibaba Cloud Model Studio), c\u00f9ng qwen3.7-plus, qwen3.8-flash v\u00e0 qwen3.8-omni-flash; th\u1ebf h\u1ec7 m\u1edf tr\u1ecdng s\u1ed1 m\u1edbi nh\u1ea5t l\u00e0 Qwen3.8 (08\/2026), trong \u0111\u00f3 Qwen3.8-27B d\u00f9ng gi\u1ea5y ph\u00e9p Apache-2.0.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00e0i n\u00e0y li\u1ec7t k\u00ea c\u00e1c d\u00f2ng model Qwen; Qwen l\u00e0 g\u00ec v\u00e0 c\u00e1ch d\u00f9ng Qwen Chat c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/qwen-ai-la-gi\/\">Qwen AI l\u00e0 g\u00ec<\/a>. So Qwen v\u1edbi <a href=\"https:\/\/tino.vn\/blog\/model-cua-openai\/\">OpenAI<\/a>, <a href=\"https:\/\/tino.vn\/blog\/model-cua-gemini\/\">Gemini<\/a>, <a href=\"https:\/\/tino.vn\/blog\/model-cua-claude\/\">Claude<\/a> theo s\u1ed1 li\u1ec7u c\u00f3 ngu\u1ed3n \u1edf <a href=\"https:\/\/tino.vn\/blog\/so-sanh-cac-ai-model-theo-benchmark\/\">so s\u00e1nh c\u00e1c AI model theo benchmark<\/a>; g\u1ecdi Qwen qua API xem <a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">LLM API key mi\u1ec5n ph\u00ed<\/a> v\u00e0 <a href=\"https:\/\/tino.vn\/blog\/cach-lay-api-key-cua-qwen-ai\/\">c\u00e1ch l\u1ea5y API key Qwen<\/a>.<\/p>\n\n\n\n<h2 id=\"C\u00e1c_model_Qwen_hi\u1ec7n_h\u00e0nh_(10\/2026)\">C\u00e1c model Qwen hi\u1ec7n h\u00e0nh (10\/2026)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen \u0111i theo hai nh\u00e1nh song song: model th\u01b0\u01a1ng m\u1ea1i ch\u1ea1y tr\u00ean h\u1ea1 t\u1ea7ng Alibaba (g\u1ecdi qua API, kh\u00f4ng c\u1ea7n GPU) v\u00e0 model m\u1edf tr\u1ecdng s\u1ed1 \u0111\u1ec3 b\u1ea1n t\u1ea3i v\u1ec1 t\u1ef1 ch\u1ea1y. B\u1ea3ng d\u01b0\u1edbi l\u00e0 c\u00e1c model ch\u00ednh t\u1ea1i 29\/10\/2026; t\u00ean model c\u0169 nh\u01b0 qwen-max, qwen-plus kh\u00f4ng c\u00f2n trong b\u1ea3ng ch\u00ednh c\u1ee7a Model Studio.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Nh\u00e1nh<\/th><th>Model<\/th><th>Ghi ch\u00fa<\/th><\/tr><\/thead><tbody><tr><td>API \u2013 v\u0103n b\u1ea3n<\/td><td>qwen3.8-max, qwen3.7-plus, qwen3.8-flash<\/td><td>Max l\u00e0 flagship, Plus c\u00e2n b\u1eb1ng, Flash nhanh v\u00e0 r\u1ebb<\/td><\/tr><tr><td>API \u2013 \u0111a ph\u01b0\u01a1ng th\u1ee9c<\/td><td>qwen3.8-omni-flash<\/td><td>Ch\u1eef, \u1ea3nh, \u00e2m thanh, video<\/td><\/tr><tr><td>API \u2013 \u1ea3nh<\/td><td>qwen-image-3.0-pro<\/td><td>T\u1ea1o \u1ea3nh c\u00f3 nhi\u1ec1u ch\u1eef, b\u1ed1 c\u1ee5c ph\u1ee9c t\u1ea1p<\/td><\/tr><tr><td>M\u1edf tr\u1ecdng s\u1ed1<\/td><td>Qwen3.8-27B<\/td><td>Apache-2.0, HF 05\/08\/2026<\/td><\/tr><tr><td>M\u1edf tr\u1ecdng s\u1ed1<\/td><td>Qwen3.8-Flash-Next<\/td><td>Gi\u1ea5y ph\u00e9p ri\u00eang (Qwen Community License 1.0), HF 24\/08\/2026<\/td><\/tr><tr><td>M\u1edf tr\u1ecdng s\u1ed1<\/td><td>Qwen3.8-2.4T-A95B<\/td><td>Gi\u1ea5y ph\u00e9p ri\u00eang (&#8220;other&#8221;), HF 08\/08\/2026<\/td><\/tr><tr><td>M\u1edf tr\u1ecdng s\u1ed1 \u2013 \u1ea3nh<\/td><td>Qwen-Image-2.1<\/td><td>Gi\u1ea5y ph\u00e9p ri\u00eang (Qwen Research License), HF 14\/09\/2026<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Theo <a href=\"https:\/\/www.alibabacloud.com\/help\/en\/model-studio\/models\" target=\"_blank\" rel=\"noopener nofollow\">danh s\u00e1ch model Model Studio<\/a> (c\u1eadp nh\u1eadt 28\/10\/2026) v\u00e0 <a href=\"https:\/\/huggingface.co\/Qwen\" target=\"_blank\" rel=\"noopener nofollow\">trang Qwen tr\u00ean Hugging Face<\/a> (ng\u00e0y t\u1ea1o repo), \u0111\u1ed1i chi\u1ebfu 29\/10\/2026.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"\u0110i\u1ec1u_g\u00ec_gi\u00fap_Qwen_n\u1ed5i_b\u1eadt_gi\u1eefa_cu\u1ed9c_\u0111ua_c\u1ee7a_c\u00e1c_\u00f4ng_l\u1edbn_AI?\">\u0110i\u1ec1u g\u00ec gi\u00fap Qwen n\u1ed5i b\u1eadt gi\u1eefa cu\u1ed9c \u0111ua c\u1ee7a c\u00e1c \u00f4ng l\u1edbn AI?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen n\u1ed5i b\u1eadt nh\u1edd n\u0103m \u0111i\u1ec3m: v\u1eeba c\u00f3 model m\u1edf tr\u1ecdng s\u1ed1 v\u1eeba c\u00f3 model th\u01b0\u01a1ng m\u1ea1i, ra th\u1ebf h\u1ec7 m\u1edbi r\u1ea5t nhanh, \u0111a ph\u01b0\u01a1ng th\u1ee9c th\u00e0nh m\u1eb7c \u0111\u1ecbnh, t\u1eadp trung v\u00e0o AI Agent v\u00e0 c\u00f3 h\u1ec7 sinh th\u00e1i model chuy\u00ean d\u1ee5ng (l\u1eadp tr\u00ecnh, \u1ea3nh, gi\u1ecdng n\u00f3i, d\u1ecbch, RAG). M\u1ed7i \u0111i\u1ec3m \u0111\u01b0\u1ee3c gi\u1ea3i th\u00edch ng\u1eafn d\u01b0\u1edbi \u0111\u00e2y.<\/p>\n\n\n\n<h3 id=\"Chi\u1ebfn_l\u01b0\u1ee3c_&#8220;Song_ki\u1ebfm_h\u1ee3p_b\u00edch&#8221;:_Open-Weight_v\u00e0_\u0110\u1ed9c_quy\u1ec1n\">Chi\u1ebfn l\u01b0\u1ee3c &#8220;Song ki\u1ebfm h\u1ee3p b\u00edch&#8221;: Open-Weight v\u00e0 \u0110\u1ed9c quy\u1ec1n<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t \u0111i\u1ec3m kh\u00e1c bi\u1ec7t ch\u00ednh c\u1ee7a <a href=\"https:\/\/qwen.ai\/home\" target=\"_blank\" rel=\"noopener nofollow\">Qwen<\/a> l\u00e0 chi\u1ebfn l\u01b0\u1ee3c ph\u00e1t tri\u1ec3n song song hai nh\u00f3m s\u1ea3n ph\u1ea9m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Model open-weight:<\/strong> Cung c\u1ea5p tr\u1ecdng s\u1ed1 \u0111\u1ec3 c\u1ed9ng \u0111\u1ed3ng t\u1ea3i xu\u1ed1ng, t\u1ef1 tri\u1ec3n khai, l\u01b0\u1ee3ng t\u1eed h\u00f3a ho\u1eb7c tinh ch\u1ec9nh theo d\u1eef li\u1ec7u ri\u00eang.<\/li>\n\n\n<li><strong>Model th\u01b0\u01a1ng m\u1ea1i:<\/strong> \u0110\u01b0\u1ee3c cung c\u1ea5p th\u00f4ng qua Qwen API v\u00e0 Alibaba Cloud Model Studio, h\u01b0\u1edbng \u0111\u1ebfn doanh nghi\u1ec7p c\u1ea7n hi\u1ec7u n\u0103ng cao m\u00e0 kh\u00f4ng mu\u1ed1n t\u1ef1 v\u1eadn h\u00e0nh h\u1ea1 t\u1ea7ng.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c d\u00f2ng m\u1edf tr\u1ecdng s\u1ed1 g\u1ea7n \u0111\u00e2y g\u1ed3m Qwen3.5 (02\/2026), Qwen3.6 (04\/2026, c\u00f3 Qwen3.6-35B-A3B MoE v\u00e0 Qwen3.6-27B dense) v\u00e0 Qwen3.8 (08\/2026). Nhi\u1ec1u model m\u1edf c\u1ee7a Qwen d\u00f9ng gi\u1ea5y ph\u00e9p Apache-2.0 (v\u00ed d\u1ee5 Qwen3.5, Qwen3.6, Qwen3.8-27B), nh\u01b0ng Qwen3.8-2.4T-A95B, Qwen3.8-Flash-Next v\u00e0 Qwen-Image-2.1 d\u00f9ng gi\u1ea5y ph\u00e9p ri\u00eang; h\u00e3y \u0111\u1ecdc gi\u1ea5y ph\u00e9p tr\u00ean trang model tr\u01b0\u1edbc khi d\u00f9ng th\u01b0\u01a1ng m\u1ea1i.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-1.png\" alt=\"\u0110i\u1ec1u g\u00ec gi\u00fap Qwen n\u1ed5i b\u1eadt gi\u1eefa cu\u1ed9c \u0111ua c\u1ee7a c\u00e1c \u00f4ng l\u1edbn AI?\" class=\"wp-image-120636\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">\u0110i\u1ec1u g\u00ec gi\u00fap Qwen n\u1ed5i b\u1eadt gi\u1eefa cu\u1ed9c \u0111ua c\u1ee7a c\u00e1c \u00f4ng l\u1edbn AI?<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u1ede nh\u00e1nh th\u01b0\u01a1ng m\u1ea1i, Alibaba cung c\u1ea5p qwen3.8-max, qwen3.7-plus v\u00e0 qwen3.8-flash qua API. C\u00e1ch l\u00e0m hai nh\u00e1nh gi\u00fap Qwen v\u1eeba c\u00f3 c\u1ed9ng \u0111\u1ed3ng t\u1ef1 tri\u1ec3n khai l\u1edbn, v\u1eeba b\u00e1n d\u1ecbch v\u1ee5 cho doanh nghi\u1ec7p.<\/p>\n\n\n\n<h3 id=\"T\u1ed1c_\u0111\u1ed9_ph\u00e1t_tri\u1ec3n_v\u00e0_c\u1eadp_nh\u1eadt_r\u1ea5t_nhanh\">T\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n v\u00e0 c\u1eadp nh\u1eadt r\u1ea5t nhanh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ec7 sinh th\u00e1i Qwen li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c n\u00e2ng c\u1ea5p trong th\u1eddi gian ng\u1eafn. Sau khi gi\u1edbi thi\u1ec7u Qwen3 v\u00e0o th\u00e1ng 4\/2025, nh\u00f3m ph\u00e1t tri\u1ec3n l\u1ea7n l\u01b0\u1ee3t ph\u00e1t h\u00e0nh:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Qwen3-Next v\u00e0o th\u00e1ng 9\/2025.<\/li>\n\n\n<li>Qwen3.5 v\u00e0o th\u00e1ng 2\/2026 (repo Hugging Face 16\u201328\/02\/2026).<\/li>\n\n\n<li>Qwen3.6 v\u00e0o th\u00e1ng 4\/2026 (repo 15\u201321\/04\/2026).<\/li>\n\n\n<li>Qwen3.7 (d\u00f2ng API Plus, Max) trong n\u0103m 2026.<\/li>\n\n\n<li>Qwen3.8 v\u00e0o th\u00e1ng 8\/2026 (repo 05\u201324\/08\/2026), c\u00f9ng qwen3.8-max, qwen3.8-flash tr\u00ean API.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng ch\u1ec9 t\u0103ng quy m\u00f4 tham s\u1ed1, c\u00e1c th\u1ebf h\u1ec7 m\u1edbi c\u00f2n thay \u0111\u1ed5i ki\u1ebfn tr\u00fac, c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t suy lu\u1eadn, kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5, x\u1eed l\u00fd ng\u1eef c\u1ea3nh d\u00e0i v\u00e0 th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 theo nhi\u1ec1u b\u01b0\u1edbc. Qwen3.6 \u0111\u1eb7c bi\u1ec7t t\u1eadp trung v\u00e0o agentic coding, kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch repository v\u00e0 gi\u1eef l\u1ea1i ng\u1eef c\u1ea3nh suy lu\u1eadn gi\u1eefa c\u00e1c l\u01b0\u1ee3t h\u1ed9i tho\u1ea1i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1ed1c \u0111\u1ed9 n\u00e2ng c\u1ea5p nhanh gi\u00fap Qwen ph\u1ea3n \u1ee9ng k\u1ecbp th\u1eddi v\u1edbi c\u00e1c xu h\u01b0\u1edbng m\u1edbi nh\u01b0 reasoning model, multimodal agent, coding agent, h\u1ed9i tho\u1ea1i gi\u1ecdng n\u00f3i th\u1eddi gian th\u1ef1c v\u00e0 t\u1ea1o h\u00ecnh \u1ea3nh c\u00f3 v\u0103n b\u1ea3n ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n<h3 id=\"\u0110a_ph\u01b0\u01a1ng_th\u1ee9c_tr\u1edf_th\u00e0nh_n\u0103ng_l\u1ef1c_m\u1eb7c_\u0111\u1ecbnh\">\u0110a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh n\u0103ng l\u1ef1c m\u1eb7c \u0111\u1ecbnh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u1ede nh\u1eefng th\u1ebf h\u1ec7 \u0111\u1ea7u, Qwen ph\u00e2n chia kh\u00e1 r\u00f5 model ng\u00f4n ng\u1eef v\u00e0 model th\u1ecb gi\u00e1c nh\u01b0 Qwen-VL. Tuy nhi\u00ean, t\u1eeb <strong>Qwen3.5<\/strong>, Alibaba b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng vision-language th\u1ed1ng nh\u1ea5t ngay trong d\u00f2ng model l\u00f5i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.5 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n b\u1eb1ng ph\u01b0\u01a1ng ph\u00e1p early fusion tr\u00ean l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111a ph\u01b0\u01a1ng th\u1ee9c, cho ph\u00e9p c\u00f9ng m\u1ed9t model x\u1eed l\u00fd v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh v\u00e0 c\u00e1c t\u00e1c v\u1ee5 suy lu\u1eadn tr\u1ef1c quan. D\u00f2ng model n\u00e0y \u0111\u1ed3ng th\u1eddi m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 l\u00ean \u0111\u1ebfn <strong>201 ng\u00f4n ng\u1eef v\u00e0 ph\u01b0\u01a1ng ng\u1eef<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u01b0\u1edbc ti\u1ebfn n\u00e0y ti\u1ebfp t\u1ee5c \u1edf Qwen3.7-Plus: nh\u1eadn v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, video, ng\u1eef c\u1ea3nh t\u1edbi 1 tri\u1ec7u token, function calling, structured output v\u00e0 c\u00f4ng c\u1ee5 t\u00edch h\u1ee3p nh\u01b0 t\u00ecm ki\u1ebfm web, th\u1ef1c thi m\u00e3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1edd \u0111\u00f3, Qwen c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho nhi\u1ec1u quy tr\u00ecnh ph\u1ee9c t\u1ea1p m\u00e0 kh\u00f4ng c\u1ea7n chuy\u1ec3n \u0111\u1ed5i li\u00ean t\u1ee5c gi\u1eefa model v\u0103n b\u1ea3n, model th\u1ecb gi\u00e1c v\u00e0 model s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-2.png\" alt=\"\u0110a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh n\u0103ng l\u1ef1c m\u1eb7c \u0111\u1ecbnh\" class=\"wp-image-120637\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">\u0110a ph\u01b0\u01a1ng th\u1ee9c tr\u1edf th\u00e0nh n\u0103ng l\u1ef1c m\u1eb7c \u0111\u1ecbnh<\/figcaption><\/figure>\n\n\n\n<h3 id=\"T\u1eadp_trung_m\u1ea1nh_v\u00e0o_AI_Agent_v\u00e0_kh\u1ea3_n\u0103ng_s\u1eed_d\u1ee5ng_c\u00f4ng_c\u1ee5\">T\u1eadp trung m\u1ea1nh v\u00e0o AI Agent v\u00e0 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen \u0111ang chuy\u1ec3n tr\u1ecdng t\u00e2m t\u1eeb chatbot h\u1ecfi \u0111\u00e1p sang <strong>agent foundation model<\/strong> \u2013 n\u1ec1n t\u1ea3ng cho nh\u1eefng h\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 quan s\u00e1t, l\u1eadp k\u1ebf ho\u1ea1ch, s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 v\u00e0 t\u1ef1 ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model m\u1edbi \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho nhi\u1ec1u t\u00e1c v\u1ee5 nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n t\u00edch v\u00e0 ch\u1ec9nh s\u1eeda to\u00e0n b\u1ed9 repository.<\/li>\n\n\n<li>G\u1ecdi API ho\u1eb7c c\u00f4ng c\u1ee5 b\u00ean ngo\u00e0i.<\/li>\n\n\n<li>Thao t\u00e1c v\u1edbi giao di\u1ec7n v\u00e0 n\u1ed9i dung tr\u1ef1c quan.<\/li>\n\n\n<li>T\u00ecm ki\u1ebfm, \u0111\u1ecdc t\u00e0i li\u1ec7u v\u00e0 t\u1ed5ng h\u1ee3p th\u00f4ng tin.<\/li>\n\n\n<li>T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c v\u0103n ph\u00f2ng.<\/li>\n\n\n<li>Th\u1ef1c hi\u1ec7n quy tr\u00ecnh g\u1ed3m nhi\u1ec1u b\u01b0\u1edbc li\u00ean ti\u1ebfp.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh v\u00e0 c\u00f4ng vi\u1ec7c doanh nghi\u1ec7p, Qwen3.7-Plus l\u00e0 l\u1ef1a ch\u1ecdn c\u00e2n b\u1eb1ng (ng\u1eef c\u1ea3nh 1 tri\u1ec7u token, function calling); khi c\u1ea7n n\u0103ng l\u1ef1c cao h\u01a1n, d\u00f9ng qwen3.8-max.<\/p>\n\n\n\n<h3 id=\"H\u1ec7_sinh_th\u00e1i_model_chuy\u00ean_d\u1ee5ng_r\u1ea5t_to\u00e0n_di\u1ec7n\">H\u1ec7 sinh th\u00e1i model chuy\u00ean d\u1ee5ng r\u1ea5t to\u00e0n di\u1ec7n<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen kh\u00f4ng ch\u1ec9 ph\u00e1t tri\u1ec3n model ng\u00f4n ng\u1eef t\u1ed5ng qu\u00e1t. H\u1ec7 sinh th\u00e1i hi\u1ec7n \u0111\u00e3 m\u1edf r\u1ed9ng sang h\u1ea7u h\u1ebft c\u00e1c t\u00e1c v\u1ee5 AI quan tr\u1ecdng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qwen3-Coder:<\/strong> Vi\u1ebft code, ph\u00e2n t\u00edch repository v\u00e0 v\u1eadn h\u00e0nh coding agent.<\/li>\n\n\n<li><strong>Qwen-Omni (hi\u1ec7n qwen3.8-omni-flash tr\u00ean API): <\/strong>hi\u1ec3u v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 video trong c\u00f9ng m\u1ed9t model.<\/li>\n\n\n<li><strong>Qwen3-ASR:<\/strong> Nh\u1eadn d\u1ea1ng v\u00e0 chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n.<\/li>\n\n\n<li><strong>Qwen3-TTS:<\/strong> T\u1ed5ng h\u1ee3p, thi\u1ebft k\u1ebf v\u00e0 sao ch\u00e9p gi\u1ecdng n\u00f3i.<\/li>\n\n\n<li><strong>Qwen-Image:<\/strong> T\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda h\u00ecnh \u1ea3nh.<\/li>\n\n\n<li><strong>Qwen-MT:<\/strong> D\u1ecbch thu\u1eadt \u0111a ng\u00f4n ng\u1eef.<\/li>\n\n\n<li><strong>Qwen3-Embedding v\u00e0 Qwen3-Reranker:<\/strong> X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng t\u00ecm ki\u1ebfm ng\u1eef ngh\u0129a v\u00e0 RAG.<\/li>\n\n\n<li><strong>Qwen3Guard:<\/strong> Ph\u00e2n lo\u1ea1i r\u1ee7i ro v\u00e0 ki\u1ec3m so\u00e1t n\u1ed9i dung \u0111\u1ea7u v\u00e0o, \u0111\u1ea7u ra.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00e1nh \u1ea3nh c\u00f3 qwen-image-3.0-pro tr\u00ean API (b\u1ed1 c\u1ee5c ph\u1ee9c t\u1ea1p nh\u01b0 b\u00e1o, storyboard, infographic, \u1ea3nh nhi\u1ec1u ch\u1eef) v\u00e0 Qwen-Image-2.1 m\u1edf tr\u1ecdng s\u1ed1 (09\/2026, gi\u1ea5y ph\u00e9p Qwen Research, c\u1ea7n \u0111\u1ecdc \u0111i\u1ec1u ki\u1ec7n tr\u01b0\u1edbc khi d\u00f9ng th\u01b0\u01a1ng m\u1ea1i).<\/p>\n\n\n\n<h3 id=\"Kh\u1ea3_n\u0103ng_tri\u1ec3n_khai_linh_ho\u1ea1t\">Kh\u1ea3 n\u0103ng tri\u1ec3n khai linh ho\u1ea1t<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng c\u00f3 th\u1ec3 tr\u1ea3i nghi\u1ec7m model th\u00f4ng qua Qwen Studio, trong khi nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>G\u1ecdi Qwen API ho\u1eb7c Alibaba Cloud Model Studio.<\/li>\n\n\n<li>S\u1eed d\u1ee5ng API t\u01b0\u01a1ng th\u00edch OpenAI.<\/li>\n\n\n<li>S\u1eed d\u1ee5ng giao th\u1ee9c t\u01b0\u01a1ng th\u00edch Anthropic.<\/li>\n\n\n<li>T\u1ea3i tr\u1ecdng s\u1ed1 t\u1eeb Hugging Face ho\u1eb7c ModelScope.<\/li>\n\n\n<li>T\u1ef1 tri\u1ec3n khai b\u1eb1ng Transformers, vLLM, SGLang, llama.cpp ho\u1eb7c MLX.<\/li>\n\n\n<li>Tinh ch\u1ec9nh model b\u1eb1ng d\u1eef li\u1ec7u ri\u00eang.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Alibaba Cloud h\u1ed7 tr\u1ee3 nhi\u1ec1u chu\u1ea9n API ph\u1ed5 bi\u1ebfn, gi\u00fap doanh nghi\u1ec7p chuy\u1ec3n \u0111\u1ed5i t\u1eeb h\u1ec7 th\u1ed1ng \u0111ang s\u1eed d\u1ee5ng OpenAI ho\u1eb7c Anthropic sang Qwen m\u00e0 kh\u00f4ng ph\u1ea3i x\u00e2y d\u1ef1ng l\u1ea1i to\u00e0n b\u1ed9 \u1ee9ng d\u1ee5ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa model m\u1edf, API, \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 c\u00f4ng c\u1ee5 cho agent khi\u1ebfn Qwen l\u00e0 m\u1ed9t trong c\u00e1c h\u1ecd model \u0111\u01b0\u1ee3c d\u00f9ng nhi\u1ec1u, nh\u1ea5t l\u00e0 khi c\u1ea7n t\u1ef1 tri\u1ec3n khai.<\/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>Xem th\u00eam:<\/strong> <a href=\"https:\/\/tino.vn\/blog\/qwen-ai-la-gi\/\">Qwen AI l\u00e0 g\u00ec?<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 id=\"T\u1ed5ng_h\u1ee3p_c\u00e1c_d\u00f2ng_model_c\u1ee7a_Qwen_AI\">T\u1ed5ng h\u1ee3p c\u00e1c d\u00f2ng model c\u1ee7a Qwen AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ec7 sinh th\u00e1i Qwen \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh m\u1ed9t m\u1ea1ng l\u01b0\u1edbi g\u1ed3m nhi\u1ec1u d\u00f2ng model kh\u00e1c nhau. \u0110\u1ec3 tr\u00e1nh nh\u1ea7m l\u1eabn, c\u00f3 th\u1ec3 chia c\u00e1c model c\u1ee7a Qwen th\u00e0nh s\u00e1u nh\u00f3m ch\u00ednh: model n\u1ec1n t\u1ea3ng, model th\u01b0\u01a1ng m\u1ea1i, model \u0111a ph\u01b0\u01a1ng th\u1ee9c, model chuy\u00ean d\u1ee5ng, model h\u00ecnh \u1ea3nh \u2013 \u00e2m thanh v\u00e0 model ph\u1ee5c v\u1ee5 h\u1ec7 th\u1ed1ng RAG.<\/p>\n\n\n\n<h3 id=\"D\u00f2ng_model_n\u1ec1n_t\u1ea3ng_t\u1ed5ng_qu\u00e1t\">D\u00f2ng model n\u1ec1n t\u1ea3ng t\u1ed5ng qu\u00e1t<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 c\u00e1c model ch\u00ednh c\u1ee7a Qwen, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho h\u1ed9i tho\u1ea1i, vi\u1ebft n\u1ed9i dung, suy lu\u1eadn, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, l\u1eadp tr\u00ecnh v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5.<\/p>\n\n\n\n<h4 id=\"Qwen1.5,_Qwen2_v\u00e0_Qwen2.5\">Qwen1.5, Qwen2 v\u00e0 Qwen2.5<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 nh\u1eefng th\u1ebf h\u1ec7 \u0111\u1eb7t n\u1ec1n m\u00f3ng cho h\u1ec7 sinh th\u00e1i Qwen:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qwen1.5:<\/strong> Cung c\u1ea5p nhi\u1ec1u quy m\u00f4 t\u1eeb model nh\u1ecf \u0111\u1ebfn model 72B v\u00e0 110B, \u0111\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u phi\u00ean b\u1ea3n MoE.<\/li>\n\n\n<li><strong>Qwen2:<\/strong> C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng \u0111a ng\u00f4n ng\u1eef, x\u1eed l\u00fd ng\u1eef c\u1ea3nh d\u00e0i v\u00e0 hi\u1ec7u su\u1ea5t suy lu\u1eadn.<\/li>\n\n\n<li><strong>Qwen2.5:<\/strong> M\u1edf r\u1ed9ng th\u00eam c\u00e1c phi\u00ean b\u1ea3n 3B, 14B v\u00e0 32B, \u0111\u1ed3ng th\u1eddi ph\u00e1t tri\u1ec3n c\u00e1c nh\u00e1nh chuy\u00ean d\u1ee5ng nh\u01b0 Qwen2.5-Coder v\u00e0 Qwen2.5-Math.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model n\u00e0y v\u1eabn d\u00f9ng \u0111\u01b0\u1ee3c trong h\u1ec7 th\u1ed1ng c\u0169, nh\u01b0ng kh\u00f4ng c\u00f2n l\u00e0 l\u1ef1a ch\u1ecdn \u01b0u ti\u00ean cho d\u1ef1 \u00e1n m\u1edbi khi \u0111\u00e3 c\u00f3 Qwen3.6 v\u00e0 Qwen3.8.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-3-1.png\" alt=\"T\u1ed5ng h\u1ee3p c\u00e1c d\u00f2ng model c\u1ee7a Qwen AI\" class=\"wp-image-128916\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-3-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-3-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">T\u1ed5ng h\u1ee3p c\u00e1c d\u00f2ng model c\u1ee7a Qwen AI<\/figcaption><\/figure>\n\n\n\n<h4 id=\"Qwen3\">Qwen3<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh v\u00e0o th\u00e1ng 4\/2025 v\u00e0 l\u00e0 th\u1ebf h\u1ec7 \u0111\u1ea7u ti\u00ean h\u1ee3p nh\u1ea5t hai c\u00e1ch ph\u1ea3n h\u1ed3i trong c\u00f9ng m\u1ed9t model:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Thinking:<\/strong> D\u00e0nh cho to\u00e1n h\u1ecdc, l\u1eadp tr\u00ecnh, logic v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ea7n suy lu\u1eadn nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n<li><strong>Non-Thinking:<\/strong> D\u00e0nh cho h\u1ed9i tho\u1ea1i, vi\u1ebft n\u1ed9i dung ho\u1eb7c t\u00e1c v\u1ee5 c\u1ea7n t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i nhanh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng Qwen3 c\u00f3 c\u1ea3 model dense v\u00e0 Mixture-of-Experts, v\u1edbi c\u00e1c quy m\u00f4 g\u1ed3m <strong>0.6B, 1.7B, 4B, 8B, 14B, 32B, 30B-A3B v\u00e0 235B-A22B<\/strong>. C\u00e1c phi\u00ean b\u1ea3n 2507 sau \u0111\u00f3 ti\u1ebfp t\u1ee5c c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng suy lu\u1eadn v\u00e0 h\u1ed7 tr\u1ee3 ng\u1eef c\u1ea3nh d\u00e0i l\u00ean \u0111\u1ebfn 1 tri\u1ec7u token trong m\u1ed9t s\u1ed1 c\u1ea5u h\u00ecnh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3 ph\u00f9 h\u1ee3p v\u1edbi ng\u01b0\u1eddi mu\u1ed1n t\u1ef1 tri\u1ec3n khai model v\u0103n b\u1ea3n, \u0111\u1eb7c bi\u1ec7t khi c\u1ea7n linh ho\u1ea1t l\u1ef1a ch\u1ecdn gi\u1eefa model nh\u1ecf ch\u1ea1y c\u1ee5c b\u1ed9 v\u00e0 model MoE quy m\u00f4 l\u1edbn.<\/p>\n\n\n\n<h4 id=\"Qwen3-Next\">Qwen3-Next<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Qwen3-Next-80B-A3B<\/strong> \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u v\u00e0o th\u00e1ng 9\/2025. \u0110\u00e2y l\u00e0 model MoE si\u00eau th\u01b0a v\u1edbi t\u1ed5ng c\u1ed9ng 80 t\u1ef7 tham s\u1ed1 nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 3 t\u1ef7 tham s\u1ed1 cho m\u1ed7i token.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng Next t\u1eadp trung v\u00e0o:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u1ea3m chi ph\u00ed inference.<\/li>\n\n\n<li>T\u0103ng t\u1ed1c x\u1eed l\u00fd.<\/li>\n\n\n<li>T\u1ed1i \u01b0u ng\u1eef c\u1ea3nh d\u00e0i.<\/li>\n\n\n<li>L\u00e0m n\u1ec1n t\u1ea3ng cho coding agent v\u00e0 c\u00e1c model chuy\u00ean d\u1ee5ng th\u1ebf h\u1ec7 sau.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ki\u1ebfn tr\u00fac c\u1ee7a Qwen3-Next c\u0169ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m n\u1ec1n m\u00f3ng cho <strong>Qwen3-Coder-Next<\/strong>.<\/p>\n\n\n\n<h4 id=\"Qwen3.5\">Qwen3.5<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.5 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh v\u00e0o th\u00e1ng 2\/2026 v\u00e0 \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc chuy\u1ec3n t\u1eeb model v\u0103n b\u1ea3n truy\u1ec1n th\u1ed1ng sang <strong>native multimodal foundation model<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng model open-weight n\u00e0y g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Qwen3.5-397B-A17B.<\/li>\n\n\n<li>Qwen3.5-122B-A10B.<\/li>\n\n\n<li>Qwen3.5-35B-A3B.<\/li>\n\n\n<li>Qwen3.5-27B.<\/li>\n\n\n<li>Qwen3.5-9B.<\/li>\n\n\n<li>Qwen3.5-4B.<\/li>\n\n\n<li>Qwen3.5-2B.<\/li>\n\n\n<li>Qwen3.5-0.8B.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.5 k\u1ebft h\u1ee3p Gated Delta Networks v\u1edbi ki\u1ebfn tr\u00fac MoE th\u01b0a, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 \u0111\u1ebfn 201 ng\u00f4n ng\u1eef v\u00e0 ph\u01b0\u01a1ng ng\u1eef. Model c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u1ea3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh, ph\u00f9 h\u1ee3p cho chatbot \u0111a ph\u01b0\u01a1ng th\u1ee9c, tr\u1ee3 l\u00fd doanh nghi\u1ec7p, ph\u00e2n t\u00edch t\u00e0i li\u1ec7u v\u00e0 AI Agent.<\/p>\n\n\n\n<h4 id=\"Qwen3.6\">Qwen3.6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.6 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh th\u00e1ng 4\/2026; t\u1ea1i 29\/10\/2026, th\u1ebf h\u1ec7 m\u1edf tr\u1ecdng s\u1ed1 m\u1edbi h\u01a1n l\u00e0 Qwen3.8 (08\/2026).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hai phi\u00ean b\u1ea3n ch\u00ednh g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qwen3.6-35B-A3B:<\/strong> Model MoE c\u00f3 t\u1ed5ng c\u1ed9ng 35 t\u1ef7 tham s\u1ed1 v\u00e0 kho\u1ea3ng 3 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t.<\/li>\n\n\n<li><strong>Qwen3.6-27B:<\/strong> Model dense 27 t\u1ef7 tham s\u1ed1.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.6 c\u1ea3i thi\u1ec7n r\u00f5 r\u1ec7t kh\u1ea3 n\u0103ng agentic coding, x\u00e2y d\u1ef1ng giao di\u1ec7n, ph\u00e2n t\u00edch repository v\u00e0 gi\u1eef l\u1ea1i ng\u1eef c\u1ea3nh suy lu\u1eadn gi\u1eefa c\u00e1c l\u01b0\u1ee3t trao \u0111\u1ed5i. D\u00f2ng model n\u00e0y h\u1ed7 tr\u1ee3 c\u1ea3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh, c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh \u0111\u1ebfn 256K khi t\u1ef1 tri\u1ec3n khai b\u1eb1ng c\u00e1c framework \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 l\u1ef1a ch\u1ecdn \u0111\u00e1ng c\u00e2n nh\u1eafc cho ng\u01b0\u1eddi c\u1ea7n model m\u1edf m\u1ea1nh, c\u00f3 th\u1ec3 ch\u1ea1y ri\u00eang tr\u00ean h\u1ea1 t\u1ea7ng doanh nghi\u1ec7p ho\u1eb7c t\u00edch h\u1ee3p v\u00e0o coding agent.<\/p>\n\n\n\n<h3 id=\"Qwen3.8\">Qwen3.8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.8 l\u00e0 th\u1ebf h\u1ec7 m\u1edf tr\u1ecdng s\u1ed1 m\u1edbi nh\u1ea5t t\u1ea1i 29\/10\/2026, g\u1ed3m Qwen3.8-27B (Apache-2.0), Qwen3.8-Flash-Next (Qwen Community License) v\u00e0 b\u1ea3n r\u1ea5t l\u1edbn Qwen3.8-2.4T-A95B (gi\u1ea5y ph\u00e9p ri\u00eang), k\u00e8m b\u1ea3n FP8 \u0111\u1ec3 ch\u1ea1y ti\u1ebft ki\u1ec7m b\u1ed9 nh\u1edb h\u01a1n (<a href=\"https:\/\/huggingface.co\/Qwen\" target=\"_blank\" rel=\"noopener nofollow\">Hugging Face<\/a>). Tr\u00ean API, d\u00f2ng t\u01b0\u01a1ng \u1ee9ng l\u00e0 qwen3.8-max v\u00e0 qwen3.8-flash.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-4-1.png\" alt=\"Qwen3.6\" class=\"wp-image-128918\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-4-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-4-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">Qwen3.6<\/figcaption><\/figure>\n\n\n\n<h3 id=\"D\u00f2ng_model_th\u01b0\u01a1ng_m\u1ea1i_qua_API\">D\u00f2ng model th\u01b0\u01a1ng m\u1ea1i qua API<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model trong nh\u00f3m n\u00e0y \u0111\u01b0\u1ee3c Alibaba v\u1eadn h\u00e0nh tr\u00ean Qwen API v\u00e0 Model Studio. Ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng c\u1ea7n t\u1ea3i tr\u1ecdng s\u1ed1 ho\u1eb7c t\u1ef1 chu\u1ea9n b\u1ecb GPU.<\/p>\n\n\n\n<h4 id=\"qwen3.8-max_(flagship_API)\">qwen3.8-max (flagship API)<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">qwen3.8-max l\u00e0 model flagship tr\u00ean Model Studio t\u1ea1i 29\/10\/2026, thay cho Qwen3.7-Max. Model d\u00e0nh cho suy lu\u1eadn, l\u1eadp tr\u00ecnh, AI Agent v\u00e0 t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p c\u1ea7n ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra cao.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c kh\u1ea3 n\u0103ng ch\u00ednh c\u1ee7a d\u00f2ng Max (theo m\u00f4 t\u1ea3 Qwen3.7-Max, ki\u1ec3m l\u1ea1i th\u00f4ng s\u1ed1 qwen3.8-max tr\u00ean trang Model Studio):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Thinking v\u00e0 Non-Thinking.<\/li>\n\n\n<li>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh \u0111\u1ebfn 1 tri\u1ec7u token.<\/li>\n\n\n<li>Context caching.<\/li>\n\n\n<li>API t\u01b0\u01a1ng th\u00edch OpenAI, Anthropic v\u00e0 DashScope.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p v\u1edbi doanh nghi\u1ec7p c\u1ea7n ch\u1ea5t l\u01b0\u1ee3ng cao, agent x\u1eed l\u00fd quy tr\u00ecnh ph\u1ee9c t\u1ea1p ho\u1eb7c h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-5-1.png\" alt=\"D\u00f2ng model th\u01b0\u01a1ng m\u1ea1i qua API\" class=\"wp-image-128919\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-5-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-5-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">D\u00f2ng model th\u01b0\u01a1ng m\u1ea1i qua API<\/figcaption><\/figure>\n\n\n\n<h4 id=\"Qwen3.7-Plus\">Qwen3.7-Plus<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Qwen3.7-Plus<\/strong> c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u n\u0103ng v\u00e0 chi ph\u00ed. \u0110\u00e2y c\u0169ng l\u00e0 model \u0111a ph\u01b0\u01a1ng th\u1ee9c, c\u00f3 th\u1ec3 x\u1eed l\u00fd v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh v\u00e0 video.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c kh\u1ea3 n\u0103ng n\u1ed5i b\u1eadt g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 1 tri\u1ec7u token.<\/li>\n\n\n<li>\u0110\u1ea7u ra t\u1ed1i \u0111a 64K token.<\/li>\n\n\n<li>Ph\u00e2n t\u00edch video d\u00e0i t\u1ed1i \u0111a 2 gi\u1edd.<\/li>\n\n\n<li>Function calling.<\/li>\n\n\n<li>Structured output.<\/li>\n\n\n<li>C\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm web v\u00e0 th\u1ef1c thi code t\u00edch h\u1ee3p.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.7-Plus ph\u00f9 h\u1ee3p v\u1edbi chatbot doanh nghi\u1ec7p, coding assistant, x\u1eed l\u00fd t\u00e0i li\u1ec7u, ph\u00e2n t\u00edch video v\u00e0 x\u00e2y d\u1ef1ng AI Agent.<\/p>\n\n\n\n<h4 id=\"qwen3.8-flash\">qwen3.8-flash<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">qwen3.8-flash (thay Qwen3.6-Flash) l\u00e0 l\u1ef1a ch\u1ecdn ti\u1ebft ki\u1ec7m chi ph\u00ed: ph\u1ea3n h\u1ed3i nhanh, gi\u00e1 th\u1ea5p h\u01a1n Max v\u00e0 Plus, h\u1ee3p v\u1edbi \u1ee9ng d\u1ee5ng \u0111\u00e3 \u1ed5n \u0111\u1ecbnh c\u1ea7n gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u1eef c\u1ea3nh, h\u1ed7 tr\u1ee3 h\u00ecnh \u1ea3nh, video v\u00e0 c\u00f4ng c\u1ee5 c\u1ee7a t\u1eebng b\u1ea3n Flash xem tr\u00ean trang model; th\u00f4ng s\u1ed1 c\u00f3 th\u1ec3 kh\u00e1c gi\u1eefa c\u00e1c b\u1ea3n.<\/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\">L\u01b0u \u00fd: Max, Plus v\u00e0 Flash l\u00e0 c\u00e1c c\u1ea5p d\u1ecbch v\u1ee5 model qua API. \u0110\u00e2y kh\u00f4ng ph\u1ea3i c\u00e1ch ph\u00e2n lo\u1ea1i d\u1ef1a ho\u00e0n to\u00e0n tr\u00ean s\u1ed1 l\u01b0\u1ee3ng tham s\u1ed1 nh\u01b0 c\u00e1c model open-weight.<\/p>\n<\/blockquote>\n\n\n\n<h3 id=\"D\u00f2ng_model_th\u1ecb_gi\u00e1c_v\u00e0_\u0111a_ph\u01b0\u01a1ng_th\u1ee9c\">D\u00f2ng model th\u1ecb gi\u00e1c v\u00e0 \u0111a ph\u01b0\u01a1ng th\u1ee9c<\/h3>\n\n\n\n<h4 id=\"Qwen3-VL\">Qwen3-VL<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-VL l\u00e0 d\u00f2ng vision-language chuy\u00ean d\u1ee5ng \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u v\u00e0o th\u00e1ng 9\/2025. Model c\u00f3 kh\u1ea3 n\u0103ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hi\u1ec3u h\u00ecnh \u1ea3nh v\u00e0 video.<\/li>\n\n\n<li>Nh\u1eadn di\u1ec7n v\u1eadt th\u1ec3 v\u00e0 v\u1ecb tr\u00ed trong kh\u00f4ng gian.<\/li>\n\n\n<li>\u0110\u1ecdc t\u00e0i li\u1ec7u, bi\u1ec3u \u0111\u1ed3 v\u00e0 giao di\u1ec7n.<\/li>\n\n\n<li>Suy lu\u1eadn d\u1ef1a tr\u00ean n\u1ed9i dung tr\u1ef1c quan.<\/li>\n\n\n<li>G\u1ecdi c\u00f4ng c\u1ee5 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c phi\u00ean b\u1ea3n t\u1eebng \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh g\u1ed3m Qwen3-VL-8B, 30B-A3B, 32B v\u00e0 235B-A22B, v\u1edbi bi\u1ebfn th\u1ec3 Instruct ho\u1eb7c Thinking.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, t\u1eeb Qwen3.5 tr\u1edf \u0111i, kh\u1ea3 n\u0103ng th\u1ecb gi\u00e1c \u0111\u00e3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o d\u00f2ng model n\u1ec1n t\u1ea3ng. V\u00ec v\u1eady, nhi\u1ec1u d\u1ef1 \u00e1n m\u1edbi c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Qwen3.6 ho\u1eb7c Qwen3.7-Plus thay v\u00ec ph\u1ea3i ch\u1ecdn ri\u00eang model VL.<\/p>\n\n\n\n<h4 id=\"Qwen-Omni_(qwen3.8-omni-flash)\">Qwen-Omni (qwen3.8-omni-flash)<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng Omni l\u00e0 model \u0111a ph\u01b0\u01a1ng th\u1ee9c to\u00e0n di\u1ec7n c\u1ee7a Qwen; b\u1ea3n tr\u00ean API t\u1ea1i 29\/10\/2026 l\u00e0 qwen3.8-omni-flash, hi\u1ec3u:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>V\u0103n b\u1ea3n.<\/li>\n\n\n<li>H\u00ecnh \u1ea3nh.<\/li>\n\n\n<li>\u00c2m thanh.<\/li>\n\n\n<li>Video c\u00f3 \u00e2m thanh.<\/li>\n\n\n<li>N\u1ed9i dung \u0111a ph\u01b0\u01a1ng th\u1ee9c theo th\u1eddi gian th\u1ef1c.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Phi\u00ean b\u1ea3n <code>qwen3.5-omni-plus-realtime<\/code> h\u1ed7 tr\u1ee3 h\u1ed9i tho\u1ea1i speech-to-speech tr\u1ef1c ti\u1ebfp m\u00e0 kh\u00f4ng c\u1ea7n t\u00e1ch ri\u00eang b\u01b0\u1edbc nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i v\u00e0 t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng Omni ph\u00f9 h\u1ee3p v\u1edbi tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i, trung t\u00e2m ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, ph\u00e2n t\u00edch cu\u1ed9c h\u1ecdp, h\u01b0\u1edbng d\u1eabn tr\u1ef1c quan v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng AI t\u01b0\u01a1ng t\u00e1c theo th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n<h4 id=\"Qwen3.5-LiveTranslate\">Qwen3.5-LiveTranslate<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Qwen3.5-LiveTranslate-Flash<\/strong> \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n tr\u00ean n\u1ec1n Qwen3.5-Omni, chuy\u00ean ph\u1ee5c v\u1ee5 phi\u00ean d\u1ecbch \u0111\u1ed3ng th\u1eddi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model c\u00f3 th\u1ec3 x\u1eed l\u00fd \u00e2m thanh, h\u00ecnh \u1ea3nh v\u00e0 ng\u1eef c\u1ea3nh h\u1ed9i tho\u1ea1i \u0111\u1ec3 d\u1ecbch tr\u1ef1c ti\u1ebfp trong c\u00e1c t\u00ecnh hu\u1ed1ng nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cu\u1ed9c g\u1ecdi qu\u1ed1c t\u1ebf.<\/li>\n\n\n<li>H\u1ed9i ngh\u1ecb tr\u1ef1c tuy\u1ebfn.<\/li>\n\n\n<li>Video ph\u00e1t tr\u1ef1c ti\u1ebfp.<\/li>\n\n\n<li>Thuy\u1ebft tr\u00ecnh c\u00f3 slide.<\/li>\n\n\n<li>H\u1ed9i tho\u1ea1i gi\u1eefa ng\u01b0\u1eddi n\u00f3i nhi\u1ec1u ng\u00f4n ng\u1eef.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 b\u1ea3n k\u1ebf nhi\u1ec7m c\u1ee7a Qwen3-LiveTranslate.<\/p>\n\n\n\n<h3 id=\"D\u00f2ng_model_l\u1eadp_tr\u00ecnh_v\u00e0_AI_Agent\">D\u00f2ng model l\u1eadp tr\u00ecnh v\u00e0 AI Agent<\/h3>\n\n\n\n<h4 id=\"Qwen3-Coder\">Qwen3-Coder<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-Coder \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho coding agent v\u00e0 c\u00e1c t\u00e1c v\u1ee5 l\u1eadp tr\u00ecnh quy m\u00f4 l\u1edbn. Nh\u1eefng phi\u00ean b\u1ea3n n\u1ed5i b\u1eadt g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qwen3-Coder-480B-A35B-Instruct.<\/strong><\/li>\n\n\n<li><strong>Qwen3-Coder-30B-A3B-Instruct.<\/strong><\/li>\n\n\n<li><strong>Qwen3-Coder-Next.<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model h\u1ed7 tr\u1ee3 ng\u1eef c\u1ea3nh 256K token v\u00e0 t\u1eadp trung v\u00e0o:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vi\u1ebft v\u00e0 s\u1eeda code.<\/li>\n\n\n<li>Hi\u1ec3u to\u00e0n b\u1ed9 repository.<\/li>\n\n\n<li>G\u1ecdi c\u00f4ng c\u1ee5.<\/li>\n\n\n<li>Thao t\u00e1c trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c thi.<\/li>\n\n\n<li>T\u1ef1 l\u1eadp k\u1ebf ho\u1ea1ch, ki\u1ec3m th\u1eed v\u00e0 ho\u00e0n th\u00e0nh t\u00e1c v\u1ee5 l\u1eadp tr\u00ecnh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-Coder v\u1eabn l\u00e0 d\u00f2ng m\u1edf tr\u1ecdng s\u1ed1 quan tr\u1ecdng cho ng\u01b0\u1eddi t\u1ef1 tri\u1ec3n khai coding agent. V\u1edbi d\u1ef1 \u00e1n m\u1edbi d\u00f9ng API, n\u00ean th\u1eed qwen3.7-plus ho\u1eb7c qwen3.8-max; model qwen3-coder-plus c\u0169 \u0111\u00e3 c\u00f3 k\u1ebf ho\u1ea1ch thay b\u1eb1ng Qwen3.7-Plus.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-4-2-1.png\" alt=\"Qwen3-Coder\" class=\"wp-image-128920\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-4-2-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-4-2-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">Qwen3-Coder<\/figcaption><\/figure>\n\n\n\n<h4 id=\"QwQ_v\u00e0_c\u00e1c_model_reasoning\">QwQ v\u00e0 c\u00e1c model reasoning<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>QwQ-32B<\/strong> t\u1eebng l\u00e0 model chuy\u00ean suy lu\u1eadn \u0111\u1ed9c l\u1eadp c\u1ee7a Qwen. Tuy nhi\u00ean, t\u1eeb Qwen3 tr\u1edf \u0111i, Thinking v\u00e0 Non-Thinking \u0111\u00e3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p ngay trong d\u00f2ng model n\u1ec1n t\u1ea3ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ec v\u1eady, QwQ hi\u1ec7n mang nhi\u1ec1u \u00fd ngh\u0129a nh\u01b0 m\u1ed9t th\u1ebf h\u1ec7 chuy\u1ec3n ti\u1ebfp. Ng\u01b0\u1eddi d\u00f9ng m\u1edbi n\u00ean \u01b0u ti\u00ean:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Qwen3.8 (ho\u1eb7c Qwen3.6) cho model m\u1edf tr\u1ecdng s\u1ed1.<\/li>\n\n\n<li>qwen3.7-plus cho hi\u1ec7u n\u0103ng v\u00e0 chi ph\u00ed c\u00e2n b\u1eb1ng.<\/li>\n\n\n<li>qwen3.8-max cho suy lu\u1eadn ph\u1ee9c t\u1ea1p nh\u1ea5t.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap tr\u00e1nh ph\u1ea3i s\u1eed d\u1ee5ng m\u1ed9t model ri\u00eang cho h\u1ed9i tho\u1ea1i v\u00e0 m\u1ed9t model kh\u00e1c cho reasoning.<\/p>\n\n\n\n<h3 id=\"D\u00f2ng_model_h\u00ecnh_\u1ea3nh\">D\u00f2ng model h\u00ecnh \u1ea3nh<\/h3>\n\n\n\n<h4 id=\"Qwen-Image\">Qwen-Image<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen-Image l\u00e0 d\u00f2ng model t\u1ea1o h\u00ecnh \u1ea3nh c\u1ee7a Qwen. Phi\u00ean b\u1ea3n \u0111\u1ea7u ti\u00ean s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac MMDiT 20B, n\u1ed5i b\u1eadt v\u1edbi kh\u1ea3 n\u0103ng t\u1ea1o h\u00ecnh c\u00f3 v\u0103n b\u1ea3n ph\u1ee9c t\u1ea1p, \u0111\u1eb7c bi\u1ec7t l\u00e0 ch\u1eef Trung Qu\u1ed1c v\u00e0 ti\u1ebfng Anh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ec7 sinh th\u00e1i n\u00e0y \u0111\u00e3 ph\u00e1t tri\u1ec3n qua nhi\u1ec1u phi\u00ean b\u1ea3n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qwen-Image:<\/strong> T\u1ea1o h\u00ecnh \u1ea3nh t\u1eeb v\u0103n b\u1ea3n.<\/li>\n\n\n<li><strong>Qwen-Image-Edit:<\/strong> Ch\u1ec9nh s\u1eeda h\u00ecnh \u1ea3nh b\u1eb1ng c\u00e2u l\u1ec7nh.<\/li>\n\n\n<li><strong>Qwen-Image-2512:<\/strong> C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00e2n th\u1ef1c c\u1ee7a con ng\u01b0\u1eddi, v\u1eadt li\u1ec7u v\u00e0 c\u1ea3nh v\u1eadt.<\/li>\n\n\n<li><strong>Qwen-Image-2.0:<\/strong> H\u1ed7 tr\u1ee3 \u0111\u1ed9 ph\u00e2n gi\u1ea3i 2K, b\u1ed1 c\u1ee5c chuy\u00ean nghi\u1ec7p v\u00e0 h\u01b0\u1edbng d\u1eabn d\u00e0i \u0111\u1ebfn kho\u1ea3ng 1.000 token.<\/li>\n\n\n<li><strong>Qwen-Image-3.0 \/ 2.1: <\/strong>qwen-image-3.0-pro tr\u00ean API v\u00e0 Qwen-Image-2.1 m\u1edf tr\u1ecdng s\u1ed1 (09\/2026), h\u1ed7 tr\u1ee3 prompt d\u00e0i \u0111\u1ebfn kho\u1ea3ng 4.500 token v\u00e0 t\u1ea1o c\u00e1c b\u1ed1 c\u1ee5c gi\u00e0u n\u1ed9i dung nh\u01b0 b\u00e1o, storyboard, truy\u1ec7n tranh, \u0111\u1ec1 thi ho\u1eb7c infographic.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen-Image-3.0 ph\u00f9 h\u1ee3p v\u1edbi thi\u1ebft k\u1ebf qu\u1ea3ng c\u00e1o, n\u1ed9i dung m\u1ea1ng x\u00e3 h\u1ed9i, t\u00e0i li\u1ec7u tr\u1ef1c quan v\u00e0 h\u00ecnh \u1ea3nh c\u1ea7n hi\u1ec3n th\u1ecb nhi\u1ec1u v\u0103n b\u1ea3n.<\/p>\n\n\n\n<h3 id=\"D\u00f2ng_model_\u00e2m_thanh_v\u00e0_gi\u1ecdng_n\u00f3i\">D\u00f2ng model \u00e2m thanh v\u00e0 gi\u1ecdng n\u00f3i<\/h3>\n\n\n\n<h4 id=\"Qwen3-ASR\">Qwen3-ASR<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-ASR l\u00e0 d\u00f2ng model nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i m\u1edbi c\u1ee7a Qwen. H\u1ec7 th\u1ed1ng g\u1ed3m c\u00e1c model chuy\u1ec3n \u00e2m thanh th\u00e0nh v\u0103n b\u1ea3n v\u00e0 Qwen3-ForcedAligner \u0111\u1ec3 c\u0103n ch\u1ec9nh ch\u00ednh x\u00e1c l\u1eddi n\u00f3i v\u1edbi m\u1ed1c th\u1eddi gian.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model ph\u00f9 h\u1ee3p v\u1edbi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>G\u1ee1 b\u0103ng cu\u1ed9c h\u1ecdp.<\/li>\n\n\n<li>T\u1ea1o ph\u1ee5 \u0111\u1ec1.<\/li>\n\n\n<li>Ph\u00e2n t\u00edch cu\u1ed9c g\u1ecdi.<\/li>\n\n\n<li>Chuy\u1ec3n podcast th\u00e0nh v\u0103n b\u1ea3n.<\/li>\n\n\n<li>\u0110\u1ed3ng b\u1ed9 \u00e2m thanh v\u1edbi transcript.<\/li>\n<\/ul>\n\n\n\n<h4 id=\"Qwen3-TTS\">Qwen3-TTS<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-TTS t\u1eadp trung v\u00e0o t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i v\u1edbi c\u00e1c kh\u1ea3 n\u0103ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i t\u1ef1 nhi\u00ean.<\/li>\n\n\n<li>Sao ch\u00e9p gi\u1ecdng n\u00f3i.<\/li>\n\n\n<li>Thi\u1ebft k\u1ebf gi\u1ecdng theo m\u00f4 t\u1ea3.<\/li>\n\n\n<li>\u0110i\u1ec1u ch\u1ec9nh phong c\u00e1ch v\u00e0 c\u1ea3m x\u00fac.<\/li>\n\n\n<li>T\u1ea1o gi\u1ecdng n\u00f3i ph\u1ee5c v\u1ee5 tr\u1ee3 l\u00fd \u1ea3o, s\u00e1ch n\u00f3i v\u00e0 video.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng model n\u00e0y gi\u00fap ho\u00e0n thi\u1ec7n chu\u1ed7i x\u1eed l\u00fd \u00e2m thanh c\u1ee7a Qwen khi k\u1ebft h\u1ee3p v\u1edbi Qwen3-ASR v\u00e0 Qwen3.5-Omni.<\/p>\n\n\n\n<h3 id=\"D\u00f2ng_model_d\u1ecbch_thu\u1eadt\">D\u00f2ng model d\u1ecbch thu\u1eadt<\/h3>\n\n\n\n<h4 id=\"Qwen-MT\">Qwen-MT<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen-MT l\u00e0 model chuy\u00ean d\u1ecbch thu\u1eadt \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean n\u1ec1n t\u1ea3ng Qwen3. Model h\u1ed7 tr\u1ee3 92 ng\u00f4n ng\u1eef v\u00e0 ph\u01b0\u01a1ng ng\u1eef ph\u1ed5 bi\u1ebfn, bao ph\u1ee7 ph\u1ea7n l\u1edbn d\u00e2n s\u1ed1 to\u00e0n c\u1ea7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model t\u1eadp trung v\u00e0o:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>D\u1ecbch v\u0103n b\u1ea3n.<\/li>\n\n\n<li>Gi\u1eef \u0111\u00fang thu\u1eadt ng\u1eef chuy\u00ean ng\u00e0nh.<\/li>\n\n\n<li>\u0110i\u1ec1u ch\u1ec9nh phong c\u00e1ch b\u1ea3n d\u1ecbch.<\/li>\n\n\n<li>D\u1ecbch theo ng\u1eef c\u1ea3nh.<\/li>\n\n\n<li>X\u1eed l\u00fd n\u1ed9i dung \u0111a ng\u00f4n ng\u1eef v\u1edbi t\u1ed1c \u0111\u1ed9 cao.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen-MT ph\u00f9 h\u1ee3p v\u1edbi website \u0111a ng\u00f4n ng\u1eef, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, t\u00e0i li\u1ec7u doanh nghi\u1ec7p v\u00e0 h\u1ec7 th\u1ed1ng b\u1ea3n \u0111\u1ecba h\u00f3a n\u1ed9i dung.<\/p>\n\n\n\n<h3 id=\"D\u00f2ng_model_Embedding_v\u00e0_Reranker\">D\u00f2ng model Embedding v\u00e0 Reranker<\/h3>\n\n\n\n<h4 id=\"Qwen3-Embedding_v\u00e0_Qwen3-Reranker\">Qwen3-Embedding v\u00e0 Qwen3-Reranker<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00f3m model n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho t\u00ecm ki\u1ebfm ng\u1eef ngh\u0129a, RAG v\u00e0 h\u1ec7 th\u1ed1ng h\u1ecfi \u0111\u00e1p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u ri\u00eang.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-Embedding chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh vector \u0111\u1ec3 t\u00ecm n\u1ed9i dung t\u01b0\u01a1ng \u0111\u1ed3ng. Qwen3-Reranker \u0111\u00e1nh gi\u00e1 l\u1ea1i danh s\u00e1ch k\u1ebft qu\u1ea3 v\u00e0 \u0111\u01b0a c\u00e1c t\u00e0i li\u1ec7u li\u00ean quan nh\u1ea5t l\u00ean \u0111\u1ea7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f2ng Qwen3 Embedding cung c\u1ea5p nhi\u1ec1u quy m\u00f4 t\u1eeb <strong>0.6B \u0111\u1ebfn 8B<\/strong>, gi\u00fap ng\u01b0\u1eddi d\u00f9ng l\u1ef1a ch\u1ecdn gi\u1eefa t\u1ed1c \u0111\u1ed9, t\u00e0i nguy\u00ean v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-6-1.png\" alt=\"D\u00f2ng model Embedding v\u00e0 Reranker\" class=\"wp-image-128921\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-6-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-6-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">D\u00f2ng model Embedding v\u00e0 Reranker<\/figcaption><\/figure>\n\n\n\n<h4 id=\"Qwen3-VL-Embedding_v\u00e0_VL-Reranker\">Qwen3-VL-Embedding v\u00e0 VL-Reranker<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 phi\u00ean b\u1ea3n \u0111a ph\u01b0\u01a1ng th\u1ee9c d\u00e0nh cho d\u1eef li\u1ec7u ch\u1ee9a v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh. Model c\u00f3 th\u1ec3 so s\u00e1nh truy v\u1ea5n v\u1edbi t\u00e0i li\u1ec7u, \u1ea3nh ho\u1eb7c n\u1ed9i dung k\u1ebft h\u1ee3p nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00f3m n\u00e0y ph\u00f9 h\u1ee3p v\u1edbi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u00ecm ki\u1ebfm s\u1ea3n ph\u1ea9m b\u1eb1ng h\u00ecnh \u1ea3nh.<\/li>\n\n\n<li>Kho t\u00e0i li\u1ec7u c\u00f3 bi\u1ec3u \u0111\u1ed3 v\u00e0 \u1ea3nh.<\/li>\n\n\n<li>RAG \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/li>\n\n\n<li>T\u00ecm ki\u1ebfm video ho\u1eb7c n\u1ed9i dung tr\u1ef1c quan.<\/li>\n\n\n<li>H\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"D\u00f2ng_model_ki\u1ec3m_so\u00e1t_an_to\u00e0n\">D\u00f2ng model ki\u1ec3m so\u00e1t an to\u00e0n<\/h3>\n\n\n\n<h4 id=\"Qwen3Guard\">Qwen3Guard<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3Guard l\u00e0 model guardrail \u0111\u1ea7u ti\u00ean trong h\u1ec7 sinh th\u00e1i Qwen. Model \u0111\u01b0\u1ee3c tinh ch\u1ec9nh \u0111\u1ec3 ki\u1ec3m tra c\u1ea3 prompt \u0111\u1ea7u v\u00e0o v\u00e0 ph\u1ea3n h\u1ed3i \u0111\u1ea7u ra.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c ch\u1ee9c n\u0103ng ch\u00ednh g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n lo\u1ea1i n\u1ed9i dung an to\u00e0n ho\u1eb7c kh\u00f4ng an to\u00e0n.<\/li>\n\n\n<li>X\u00e1c \u0111\u1ecbnh lo\u1ea1i r\u1ee7i ro.<\/li>\n\n\n<li>\u0110\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 nghi\u00eam tr\u1ecdng.<\/li>\n\n\n<li>Ki\u1ec3m so\u00e1t n\u1ed9i dung theo th\u1eddi gian th\u1ef1c.<\/li>\n\n\n<li>H\u1ed7 tr\u1ee3 nhi\u1ec1u ng\u00f4n ng\u1eef.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3Guard c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc ho\u1eb7c sau model ch\u00ednh \u0111\u1ec3 x\u00e2y d\u1ef1ng l\u1edbp ki\u1ec3m duy\u1ec7t cho chatbot, AI Agent v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng t\u1ea1o n\u1ed9i dung.<\/p>\n\n\n\n<h2 id=\"C\u00e1c_\u1ee9ng_d\u1ee5ng_ph\u1ed5_bi\u1ebfn_c\u1ee7a_model_Qwen\">C\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a model Qwen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1edd s\u1edf h\u1eefu nhi\u1ec1u model ng\u00f4n ng\u1eef, l\u1eadp tr\u00ecnh, h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 \u0111a ph\u01b0\u01a1ng th\u1ee9c, Qwen c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau.<\/p>\n\n\n\n<h3 id=\"X\u00e2y_d\u1ef1ng_chatbot_v\u00e0_tr\u1ee3_l\u00fd_AI\">X\u00e2y d\u1ef1ng chatbot v\u00e0 tr\u1ee3 l\u00fd AI<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen c\u00f3 th\u1ec3 d\u00f9ng \u0111\u1ec3 t\u1ea1o chatbot t\u01b0 v\u1ea5n, tr\u1ee3 l\u00fd ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, tr\u1ee3 l\u00fd n\u1ed9i b\u1ed9 ho\u1eb7c h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt. Kh\u1ea3 n\u0103ng g\u1ecdi c\u00f4ng c\u1ee5 c\u00f2n gi\u00fap chatbot tra c\u1ee9u d\u1eef li\u1ec7u, ki\u1ec3m tra \u0111\u01a1n h\u00e0ng v\u00e0 th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\n\n<h3 id=\"Vi\u1ebft_v\u00e0_x\u1eed_l\u00fd_n\u1ed9i_dung\">Vi\u1ebft v\u00e0 x\u1eed l\u00fd n\u1ed9i dung<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Model Qwen h\u1ed7 tr\u1ee3 vi\u1ebft b\u00e0i, so\u1ea1n email, t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, d\u1ecbch thu\u1eadt, ki\u1ec3m tra ng\u1eef ph\u00e1p v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb v\u0103n b\u1ea3n d\u00e0i. C\u00e1c phi\u00ean b\u1ea3n c\u00f3 ng\u1eef c\u1ea3nh l\u1edbn c\u00f2n ph\u00f9 h\u1ee3p \u0111\u1ec3 ph\u00e2n t\u00edch h\u1ee3p \u0111\u1ed3ng, b\u00e1o c\u00e1o ho\u1eb7c t\u00e0i li\u1ec7u chuy\u00ean m\u00f4n.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-7-1.png\" alt=\"C\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a model Qwen\" class=\"wp-image-128922\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-7-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-7-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">C\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a model Qwen<\/figcaption><\/figure>\n\n\n\n<h3 id=\"L\u1eadp_tr\u00ecnh_v\u00e0_ph\u00e1t_tri\u1ec3n_ph\u1ea7n_m\u1ec1m\">L\u1eadp tr\u00ecnh v\u00e0 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model nh\u01b0 Qwen3-Coder c\u00f3 th\u1ec3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vi\u1ebft v\u00e0 gi\u1ea3i th\u00edch code.<\/li>\n\n\n<li>T\u00ecm, s\u1eeda l\u1ed7i.<\/li>\n\n\n<li>T\u1ed1i \u01b0u m\u00e3 ngu\u1ed3n.<\/li>\n\n\n<li>Vi\u1ebft ki\u1ec3m th\u1eed.<\/li>\n\n\n<li>Ph\u00e2n t\u00edch to\u00e0n b\u1ed9 repository.<\/li>\n\n\n<li>H\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng website v\u00e0 \u1ee9ng d\u1ee5ng.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"X\u00e2y_d\u1ef1ng_AI_Agent\">X\u00e2y d\u1ef1ng AI Agent<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i v\u1edbi API, c\u01a1 s\u1edf d\u1eef li\u1ec7u, c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm v\u00e0 n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 th\u1ef1c hi\u1ec7n quy tr\u00ecnh nhi\u1ec1u b\u01b0\u1edbc. M\u1ed9t AI Agent s\u1eed d\u1ee5ng Qwen c\u00f3 th\u1ec3 t\u1ef1 thu th\u1eadp d\u1eef li\u1ec7u, ph\u00e2n t\u00edch y\u00eau c\u1ea7u, g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 tr\u1ea3 v\u1ec1 k\u1ebft qu\u1ea3 ho\u00e0n ch\u1ec9nh.<\/p>\n\n\n\n<h3 id=\"Ph\u00e2n_t\u00edch_h\u00ecnh_\u1ea3nh,_t\u00e0i_li\u1ec7u_v\u00e0_video\">Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, t\u00e0i li\u1ec7u v\u00e0 video<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c model \u0111a ph\u01b0\u01a1ng th\u1ee9c c\u1ee7a Qwen c\u00f3 th\u1ec3 \u0111\u1ecdc \u1ea3nh, bi\u1ec3u \u0111\u1ed3, \u1ea3nh ch\u1ee5p m\u00e0n h\u00ecnh, t\u00e0i li\u1ec7u scan v\u00e0 video. \u1ee8ng d\u1ee5ng ph\u1ed5 bi\u1ebfn g\u1ed3m tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u h\u00f3a \u0111\u01a1n, ph\u00e2n t\u00edch giao di\u1ec7n, nh\u1eadn di\u1ec7n n\u1ed9i dung v\u00e0 t\u00f3m t\u1eaft video.<\/p>\n\n\n\n<h3 id=\"T\u1ea1o_v\u00e0_ch\u1ec9nh_s\u1eeda_h\u00ecnh_\u1ea3nh\">T\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda h\u00ecnh \u1ea3nh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen-Image h\u1ed7 tr\u1ee3 t\u1ea1o poster, banner, \u1ea3nh s\u1ea3n ph\u1ea9m, infographic v\u00e0 h\u00ecnh minh h\u1ecda t\u1eeb c\u00e2u l\u1ec7nh. D\u00f2ng model n\u00e0y c\u00f2n n\u1ed5i b\u1eadt \u1edf kh\u1ea3 n\u0103ng t\u1ea1o h\u00ecnh ch\u1ee9a nhi\u1ec1u v\u0103n b\u1ea3n v\u00e0 ch\u1ec9nh s\u1eeda \u1ea3nh theo y\u00eau c\u1ea7u.<\/p>\n\n\n\n<h3 id=\"X\u1eed_l\u00fd_\u00e2m_thanh_v\u00e0_gi\u1ecdng_n\u00f3i\">X\u1eed l\u00fd \u00e2m thanh v\u00e0 gi\u1ecdng n\u00f3i<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-ASR c\u00f3 th\u1ec3 chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n, t\u1ea1o ph\u1ee5 \u0111\u1ec1 v\u00e0 ghi l\u1ea1i n\u1ed9i dung cu\u1ed9c h\u1ecdp. Qwen3-TTS h\u1ed7 tr\u1ee3 t\u1ea1o gi\u1ecdng \u0111\u1ecdc, l\u1ed3ng ti\u1ebfng, sao ch\u00e9p gi\u1ecdng n\u00f3i v\u00e0 thi\u1ebft k\u1ebf gi\u1ecdng theo m\u00f4 t\u1ea3.<\/p>\n\n\n\n<h3 id=\"D\u1ecbch_thu\u1eadt_v\u00e0_phi\u00ean_d\u1ecbch_tr\u1ef1c_ti\u1ebfp\">D\u1ecbch thu\u1eadt v\u00e0 phi\u00ean d\u1ecbch tr\u1ef1c ti\u1ebfp<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen-MT h\u1ed7 tr\u1ee3 d\u1ecbch t\u00e0i li\u1ec7u, website v\u00e0 n\u1ed9i dung \u0111a ng\u00f4n ng\u1eef. Trong khi \u0111\u00f3, Qwen3.5-LiveTranslate ph\u00f9 h\u1ee3p v\u1edbi cu\u1ed9c g\u1ecdi, h\u1ed9i ngh\u1ecb v\u00e0 c\u00e1c t\u00ecnh hu\u1ed1ng c\u1ea7n phi\u00ean d\u1ecbch theo th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n<h3 id=\"X\u00e2y_d\u1ef1ng_h\u1ec7_th\u1ed1ng_RAG_v\u00e0_t\u00ecm_ki\u1ebfm_th\u00f4ng_minh\">X\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng RAG v\u00e0 t\u00ecm ki\u1ebfm th\u00f4ng minh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-Embedding v\u00e0 Qwen3-Reranker gi\u00fap x\u00e2y d\u1ef1ng chatbot h\u1ecfi \u0111\u00e1p tr\u00ean d\u1eef li\u1ec7u ri\u00eang, t\u00ecm ki\u1ebfm t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9, t\u00ecm s\u1ea3n ph\u1ea9m theo ng\u1eef ngh\u0129a v\u00e0 h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd n\u1ed9i dung.<\/p>\n\n\n\n<h3 id=\"\u1ee8ng_d\u1ee5ng_trong_doanh_nghi\u1ec7p\">\u1ee8ng d\u1ee5ng trong doanh nghi\u1ec7p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u00edch h\u1ee3p Qwen v\u00e0o nhi\u1ec1u b\u1ed9 ph\u1eadn nh\u01b0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Marketing v\u00e0 s\u00e1ng t\u1ea1o n\u1ed9i dung.<\/li>\n\n\n<li>B\u00e1n h\u00e0ng v\u00e0 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng.<\/li>\n\n\n<li>Nh\u00e2n s\u1ef1 v\u00e0 \u0111\u00e0o t\u1ea1o.<\/li>\n\n\n<li>Ph\u00e2n t\u00edch t\u00e0i li\u1ec7u t\u00e0i ch\u00ednh, ph\u00e1p l\u00fd.<\/li>\n\n\n<li>L\u1eadp tr\u00ecnh v\u00e0 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt.<\/li>\n\n\n<li>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh v\u1eadn h\u00e0nh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u00ecn chung, Qwen kh\u00f4ng ch\u1ec9 ph\u1ee5c v\u1ee5 nhu c\u1ea7u tr\u00f2 chuy\u1ec7n m\u00e0 c\u00f2n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng cho chatbot, AI Agent, h\u1ec7 th\u1ed1ng l\u1eadp tr\u00ecnh, t\u00ecm ki\u1ebfm d\u1eef li\u1ec7u v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/p>\n\n\n\n<h2 id=\"Kinh_nghi\u1ec7m_s\u1eed_d\u1ee5ng_model_Qwen_hi\u1ec7u_qu\u1ea3\">Kinh nghi\u1ec7m s\u1eed d\u1ee5ng model Qwen hi\u1ec7u qu\u1ea3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00f9ng Qwen hi\u1ec7u qu\u1ea3 b\u1eaft \u0111\u1ea7u t\u1eeb vi\u1ec7c ch\u1ecdn \u0111\u00fang d\u00f2ng model cho t\u1eebng vi\u1ec7c, kh\u00f4ng m\u1eb7c \u0111\u1ecbnh ch\u1ecdn model l\u1edbn, vi\u1ebft y\u00eau c\u1ea7u r\u00f5 v\u00e0 chia nh\u1ecf t\u00e1c v\u1ee5. C\u00e1c kinh nghi\u1ec7m d\u01b0\u1edbi \u0111\u00e2y \u00e1p d\u1ee5ng cho c\u1ea3 Qwen Chat l\u1eabn API.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ecdn \u0111\u00fang model theo nhu c\u1ea7u:<\/strong> D\u00f9ng model t\u1ed5ng qu\u00e1t cho h\u1ed9i tho\u1ea1i, Qwen3-Coder cho l\u1eadp tr\u00ecnh, Qwen-Image cho h\u00ecnh \u1ea3nh v\u00e0 Qwen3-ASR ho\u1eb7c Qwen3-TTS cho \u00e2m thanh.<\/li>\n\n\n<li><strong>Kh\u00f4ng m\u1eb7c \u0111\u1ecbnh ch\u1ecdn model l\u1edbn:<\/strong> Model nh\u1ecf ho\u1eb7c phi\u00ean b\u1ea3n Flash th\u01b0\u1eddng ph\u1ea3n h\u1ed3i nhanh, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 v\u1eabn \u0111\u00e1p \u1ee9ng t\u1ed1t c\u00e1c t\u00e1c v\u1ee5 \u0111\u01a1n gi\u1ea3n.<\/li>\n\n\n<li><strong>Vi\u1ebft prompt r\u00f5 r\u00e0ng:<\/strong> N\u00eau c\u1ee5 th\u1ec3 m\u1ee5c ti\u00eau, b\u1ed1i c\u1ea3nh, d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, \u0111\u1ecbnh d\u1ea1ng \u0111\u1ea7u ra v\u00e0 c\u00e1c y\u00eau c\u1ea7u c\u1ea7n tr\u00e1nh.<\/li>\n\n\n<li><strong>Cung c\u1ea5p v\u00ed d\u1ee5 m\u1eabu:<\/strong> Khi c\u1ea7n k\u1ebft qu\u1ea3 theo c\u1ea5u tr\u00fac c\u1ed1 \u0111\u1ecbnh, h\u00e3y \u0111\u01b0a m\u1ed9t v\u00ed d\u1ee5 \u0111\u1ec3 model hi\u1ec3u \u0111\u00fang c\u00e1ch tr\u00ecnh b\u00e0y.<\/li>\n\n\n<li><strong>Chia nh\u1ecf t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p:<\/strong> Thay v\u00ec y\u00eau c\u1ea7u x\u1eed l\u00fd to\u00e0n b\u1ed9 c\u00f4ng vi\u1ec7c trong m\u1ed9t l\u1ea7n, n\u00ean chia th\u00e0nh c\u00e1c b\u01b0\u1edbc nh\u01b0 ph\u00e2n t\u00edch, l\u1eadp k\u1ebf ho\u1ea1ch, th\u1ef1c hi\u1ec7n v\u00e0 ki\u1ec3m tra.<\/li>\n\n\n<li><strong>S\u1eed d\u1ee5ng ch\u1ebf \u0111\u1ed9 Thinking h\u1ee3p l\u00fd:<\/strong> Ch\u1ec9 b\u1eadt khi c\u1ea7n gi\u1ea3i to\u00e1n, l\u1eadp tr\u00ecnh, ph\u00e2n t\u00edch logic ho\u1eb7c x\u1eed l\u00fd v\u1ea5n \u0111\u1ec1 nhi\u1ec1u b\u01b0\u1edbc \u0111\u1ec3 tr\u00e1nh t\u0103ng th\u1eddi gian v\u00e0 chi ph\u00ed.<\/li>\n\n\n<li><strong>Ki\u1ec3m so\u00e1t \u0111\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh:<\/strong> Ch\u1ec9 g\u1eedi nh\u1eefng t\u00e0i li\u1ec7u th\u1ef1c s\u1ef1 li\u00ean quan, lo\u1ea1i b\u1ecf d\u1eef li\u1ec7u tr\u00f9ng l\u1eb7p ho\u1eb7c kh\u00f4ng c\u1ea7n thi\u1ebft \u0111\u1ec3 model t\u1eadp trung t\u1ed1t h\u01a1n.<\/li>\n\n\n<li><strong>K\u1ebft h\u1ee3p RAG v\u1edbi d\u1eef li\u1ec7u ri\u00eang:<\/strong> V\u1edbi chatbot doanh nghi\u1ec7p, n\u00ean s\u1eed d\u1ee5ng Qwen3-Embedding v\u00e0 Reranker \u0111\u1ec3 truy xu\u1ea5t th\u00f4ng tin ch\u00ednh x\u00e1c t\u1eeb t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9.<\/li>\n\n\n<li><strong>Ki\u1ec3m tra function calling:<\/strong> X\u00e1c th\u1ef1c tham s\u1ed1, ph\u00e2n quy\u1ec1n v\u00e0 k\u1ebft qu\u1ea3 tr\u1ea3 v\u1ec1 tr\u01b0\u1edbc khi cho AI Agent th\u1ef1c hi\u1ec7n c\u00e1c thao t\u00e1c quan tr\u1ecdng.<\/li>\n\n\n<li><strong>Thi\u1ebft l\u1eadp l\u1edbp b\u1ea3o v\u1ec7:<\/strong> C\u00f3 th\u1ec3 k\u1ebft h\u1ee3p Qwen3Guard ho\u1eb7c quy t\u1eafc ki\u1ec3m duy\u1ec7t ri\u00eang \u0111\u1ec3 h\u1ea1n ch\u1ebf n\u1ed9i dung kh\u00f4ng ph\u00f9 h\u1ee3p v\u00e0 prompt injection.<\/li>\n\n\n<li><strong>\u0110\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3 tr\u01b0\u1edbc khi s\u1eed d\u1ee5ng:<\/strong> Lu\u00f4n ki\u1ec3m tra l\u1ea1i code, s\u1ed1 li\u1ec7u, b\u1ea3n d\u1ecbch v\u00e0 n\u1ed9i dung chuy\u00ean m\u00f4n v\u00ec model v\u1eabn c\u00f3 th\u1ec3 t\u1ea1o th\u00f4ng tin thi\u1ebfu ch\u00ednh x\u00e1c.<\/li>\n\n\n<li><strong>Theo d\u00f5i chi ph\u00ed API:<\/strong> Gi\u1edbi h\u1ea1n token \u0111\u1ea7u v\u00e0o, \u0111\u1ea7u ra, t\u1eadn d\u1ee5ng context caching v\u00e0 \u01b0u ti\u00ean model ph\u00f9 h\u1ee3p thay v\u00ec s\u1eed d\u1ee5ng model cao c\u1ea5p cho m\u1ecdi t\u00e1c v\u1ee5.<\/li>\n\n\n<li><strong>Th\u1eed nghi\u1ec7m tr\u01b0\u1edbc khi tri\u1ec3n khai:<\/strong> N\u00ean \u0111\u00e1nh gi\u00e1 model b\u1eb1ng d\u1eef li\u1ec7u th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p \u0111\u1ec3 so s\u00e1nh ch\u1ea5t l\u01b0\u1ee3ng, t\u1ed1c \u0111\u1ed9 v\u00e0 chi ph\u00ed.<\/li>\n\n\n<li><strong>C\u1eadp nh\u1eadt phi\u00ean b\u1ea3n \u0111\u1ecbnh k\u1ef3:<\/strong> H\u1ec7 sinh th\u00e1i Qwen ph\u00e1t tri\u1ec3n nhanh, v\u00ec v\u1eady c\u1ea7n theo d\u00f5i model m\u1edbi v\u00e0 k\u1ebf ho\u1ea1ch ng\u1eebng h\u1ed7 tr\u1ee3 c\u00e1c phi\u00ean b\u1ea3n c\u0169.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-8.png\" alt=\"Kinh nghi\u1ec7m s\u1eed d\u1ee5ng model Qwen hi\u1ec7u qu\u1ea3\" class=\"wp-image-128923\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-8.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2025\/11\/model-cua-qwen-ai-8-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\">Kinh nghi\u1ec7m s\u1eed d\u1ee5ng model Qwen hi\u1ec7u qu\u1ea3<\/figcaption><\/figure>\n\n\n\n<h2 id=\"K\u1ebft_lu\u1eadn\">K\u1ebft lu\u1eadn<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen c\u00f3 model cho h\u1ea7u h\u1ebft nhu c\u1ea7u, t\u1eeb chatbot, l\u1eadp tr\u00ecnh, agent t\u1edbi \u1ea3nh, \u00e2m thanh, d\u1ecbch thu\u1eadt v\u00e0 RAG, \u1edf c\u1ea3 d\u1ea1ng API l\u1eabn m\u1edf tr\u1ecdng s\u1ed1. V\u00ec Qwen ra th\u1ebf h\u1ec7 m\u1edbi v\u00e0i th\u00e1ng m\u1ed9t l\u1ea7n, tr\u01b0\u1edbc khi t\u00edch h\u1ee3p h\u00e3y ki\u1ec3m tra danh s\u00e1ch model v\u00e0 gi\u1ea5y ph\u00e9p hi\u1ec7n h\u00e0nh, v\u00e0 \u0111\u1ec3 t\u00ean model trong c\u1ea5u h\u00ecnh \u0111\u1ec3 d\u1ec5 \u0111\u1ed5i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mu\u1ed1n ch\u1ea1y b\u1ea3n Qwen nh\u1ecf \u0111\u00e3 l\u01b0\u1ee3ng t\u1eed ho\u00e1, ho\u1eb7c m\u1ed9t agent\/API proxy g\u1ecdi Qwen 24\/7? VPS c\u1ee7a Tino ch\u1ea1y b\u1eb1ng CPU, h\u1ee3p v\u1edbi model nh\u1ecf v\u00e0 proxy, kh\u00f4ng ph\u00f9 h\u1ee3p model l\u1edbn c\u1ea7n GPU. C\u1ea7n m\u00e1y ch\u1ee7 ch\u1ea1y 24\/7 cho agent ho\u1eb7c API proxy? <a href=\"https:\/\/tino.vn\/vps-gia-re\">VPS NVMe c\u1ee7a Tino<\/a> \u0111\u1eb7t t\u1ea1i Vi\u1ec7t Nam, c\u00f3 quy\u1ec1n root. Xem c\u1ea5u h\u00ecnh v\u00e0 gi\u00e1 tr\u00ean trang s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\">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=\"Model_Qwen_n\u00e0o_m\u1edbi_nh\u1ea5t_hi\u1ec7n_nay?\">Model Qwen n\u00e0o m\u1edbi nh\u1ea5t hi\u1ec7n nay?<\/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\">T\u1ea1i 29\/10\/2026, tr\u00ean API l\u00e0 qwen3.8-max (flagship), qwen3.8-flash, qwen3.7-plus v\u00e0 qwen3.8-omni-flash; b\u1ea3n m\u1edf tr\u1ecdng s\u1ed1 m\u1edbi nh\u1ea5t l\u00e0 d\u00f2ng Qwen3.8 (08\/2026).<\/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=\"Ch\u1ebf_\u0111\u1ed9_&quot;Thinking&quot;_c\u1ee7a_Qwen_l\u00e0_g\u00ec?\">Ch\u1ebf \u0111\u1ed9 &quot;Thinking&quot; c\u1ee7a Qwen 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\">T\u1eeb Qwen3, c\u00f9ng m\u1ed9t model c\u00f3 hai ch\u1ebf \u0111\u1ed9: Thinking suy lu\u1eadn t\u1eebng b\u01b0\u1edbc tr\u01b0\u1edbc khi tr\u1ea3 l\u1eddi (to\u00e1n, l\u1eadp tr\u00ecnh, logic) v\u00e0 Non-Thinking tr\u1ea3 l\u1eddi nhanh cho h\u1ed9i tho\u1ea1i th\u01b0\u1eddng. B\u1ea1n b\u1eadt, t\u1eaft b\u1eb1ng n\u00fat Thinking trong Qwen Chat ho\u1eb7c tham s\u1ed1 khi g\u1ecdi 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=\"Model_m\u1edf_tr\u1ecdng_s\u1ed1_n\u00e0o_c\u1ee7a_Qwen_n\u00ean_d\u00f9ng_\u0111\u1ec3_t\u1ef1_host?\">Model m\u1edf tr\u1ecdng s\u1ed1 n\u00e0o c\u1ee7a Qwen n\u00ean d\u00f9ng \u0111\u1ec3 t\u1ef1 host?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">V\u1edbi d\u1ef1 \u00e1n m\u1edbi, b\u1eaft \u0111\u1ea7u t\u1eeb Qwen3.8-27B (Apache-2.0) ho\u1eb7c Qwen3.6-27B \/ 35B-A3B n\u1ebfu ph\u1ea7n c\u1ee9ng h\u1ea1n ch\u1ebf; b\u1ea3n FP8 ho\u1eb7c l\u01b0\u1ee3ng t\u1eed ho\u00e1 gi\u00fap gi\u1ea3m b\u1ed9 nh\u1edb. Ki\u1ec3m gi\u1ea5y ph\u00e9p t\u1eebng model tr\u01b0\u1edbc khi d\u00f9ng th\u01b0\u01a1ng m\u1ea1i.<\/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=\"Qwen_c\u00f3_th\u1ec3_hi\u1ec3u_h\u00ecnh_\u1ea3nh,_\u00e2m_thanh_v\u00e0_video_kh\u00f4ng?\">Qwen c\u00f3 th\u1ec3 hi\u1ec3u h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 video 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. T\u1eeb Qwen3.5, model n\u1ec1n \u0111\u00e3 hi\u1ec3u h\u00ecnh \u1ea3nh; d\u00f2ng Omni (qwen3.8-omni-flash tr\u00ean API) x\u1eed l\u00fd c\u00f9ng l\u00fac v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 video; Qwen3-ASR, Qwen3-TTS chuy\u00ean gi\u1ecdng n\u00f3i.<\/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\": \"Model Qwen n\u00e0o m\u1edbi nh\u1ea5t hi\u1ec7n nay?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>T\u1ea1i 29\/10\/2026, tr\u00ean API l\u00e0 qwen3.8-max (flagship), qwen3.8-flash, qwen3.7-plus v\u00e0 qwen3.8-omni-flash; b\u1ea3n m\u1edf tr\u1ecdng s\u1ed1 m\u1edbi nh\u1ea5t l\u00e0 d\u00f2ng Qwen3.8 (08\/2026).<\/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\": \"Ch\u1ebf \u0111\u1ed9 \\\"Thinking\\\" c\u1ee7a Qwen 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>T\u1eeb Qwen3, c\u00f9ng m\u1ed9t model c\u00f3 hai ch\u1ebf \u0111\u1ed9: Thinking suy lu\u1eadn t\u1eebng b\u01b0\u1edbc tr\u01b0\u1edbc khi tr\u1ea3 l\u1eddi (to\u00e1n, l\u1eadp tr\u00ecnh, logic) v\u00e0 Non-Thinking tr\u1ea3 l\u1eddi nhanh cho h\u1ed9i tho\u1ea1i th\u01b0\u1eddng. B\u1ea1n b\u1eadt, t\u1eaft b\u1eb1ng n\u00fat Thinking trong Qwen Chat ho\u1eb7c tham s\u1ed1 khi g\u1ecdi 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\": \"Model m\u1edf tr\u1ecdng s\u1ed1 n\u00e0o c\u1ee7a Qwen n\u00ean d\u00f9ng \u0111\u1ec3 t\u1ef1 host?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>V\u1edbi d\u1ef1 \u00e1n m\u1edbi, b\u1eaft \u0111\u1ea7u t\u1eeb Qwen3.8-27B (Apache-2.0) ho\u1eb7c Qwen3.6-27B \/ 35B-A3B n\u1ebfu ph\u1ea7n c\u1ee9ng h\u1ea1n ch\u1ebf; b\u1ea3n FP8 ho\u1eb7c l\u01b0\u1ee3ng t\u1eed ho\u00e1 gi\u00fap gi\u1ea3m b\u1ed9 nh\u1edb. 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T\u1eeb Qwen3.5, model n\u1ec1n \u0111\u00e3 hi\u1ec3u h\u00ecnh \u1ea3nh; d\u00f2ng Omni (qwen3.8-omni-flash tr\u00ean API) x\u1eed l\u00fd c\u00f9ng l\u00fac v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh v\u00e0 video; Qwen3-ASR, Qwen3-TTS chuy\u00ean gi\u1ecdng n\u00f3i.<\/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>T\u1ea1i 29\/10\/2026, model th\u01b0\u01a1ng m\u1ea1i m\u1edbi nh\u1ea5t c\u1ee7a Qwen l\u00e0 qwen3.8-max (flagship tr\u00ean API Alibaba Cloud Model Studio), c\u00f9ng qwen3.7-plus, qwen3.8-flash v\u00e0 qwen3.8-omni-flash; th\u1ebf h\u1ec7 m\u1edf tr\u1ecdng s\u1ed1 m\u1edbi nh\u1ea5t l\u00e0 Qwen3.8 (08\/2026), trong \u0111\u00f3 Qwen3.8-27B d\u00f9ng gi\u1ea5y ph\u00e9p Apache-2.0. B\u00e0i n\u00e0y li\u1ec7t k\u00ea c\u00e1c d\u00f2ng model Qwen; Qwen l\u00e0 g\u00ec v\u00e0 c\u00e1ch d\u00f9ng Qwen [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":128925,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7674],"tags":[7447],"class_list":["post-120634","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-ai","tag-model-cua-qwen-ai"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120634","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=120634"}],"version-history":[{"count":6,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120634\/revisions"}],"predecessor-version":[{"id":133095,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/120634\/revisions\/133095"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/128925"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=120634"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=120634"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=120634"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}