{"id":140086,"date":"2025-08-06T17:13:13","date_gmt":"2025-08-06T10:13:13","guid":{"rendered":"https:\/\/phongvu.vn\/cong-nghe\/?p=140086"},"modified":"2025-08-06T17:13:57","modified_gmt":"2025-08-06T10:13:57","slug":"cach-cai-dat-gpt-oss-120b-tren-1gpu","status":"publish","type":"post","link":"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/","title":{"rendered":"C\u00e1ch c\u00e0i \u0111\u1eb7t GPT-OSS-120B c\u1ee7a OpenAI c\u1ee5c b\u1ed9 tr\u00ean 1 GPU"},"content":{"rendered":"\n<p>M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong nhi\u1ec1u l\u0129nh v\u1ef1c. Tuy nhi\u00ean, vi\u1ec7c ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh n\u00e0y th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi c\u1ea5u h\u00ecnh m\u00e1y t\u00ednh r\u1ea5t m\u1ea1nh v\u00e0 \u0111\u1eaft \u0111\u1ecf. Tin vui l\u00e0 v\u1eeba qua OpenAI \u0111\u00e3 ra m\u1eaft GPT-OSS-120B, m\u1ed9t m\u00f4 h\u00ecnh m\u00e3 ngu\u1ed3n m\u1edf m\u1ea1nh m\u1ebd c\u00f3 th\u1ec3 ch\u1ea1y ngay tr\u00ean m\u1ed9t GPU duy nh\u1ea5t. B\u00e0i vi\u1ebft n\u00e0y c\u1ee7a <a href=\"https:\/\/phongvu.vn\/cong-nghe\/\" target=\"_blank\" rel=\"noreferrer noopener\">Phong V\u0169 Tech News<\/a> s\u1ebd h\u01b0\u1edbng d\u1eabn b\u1ea1n t\u1eebng b\u01b0\u1edbc c\u00e1ch c\u00e0i \u0111\u1eb7t m\u00f4 h\u00ecnh n\u00e0y m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3. C\u00f9ng t\u00ecm hi\u1ec3u ngay!<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_55 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >M\u1ee5c l\u1ee5c<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-6a1acf48acff2\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-6a1acf48acff2\"  type=\"checkbox\" id=\"item-6a1acf48acff2\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#I_GPT-OSS-120B_la_gi\" title=\"I. GPT-OSS-120B l\u00e0 g\u00ec?\">I. GPT-OSS-120B l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#II_Can_chuan_bi_nhung_gi_khi_cai_dat_GPT-OSS-120B\" title=\"II. C\u1ea7n chu\u1ea9n b\u1ecb nh\u1eefng g\u00ec khi c\u00e0i \u0111\u1eb7t GPT-OSS-120B?\">II. C\u1ea7n chu\u1ea9n b\u1ecb nh\u1eefng g\u00ec khi c\u00e0i \u0111\u1eb7t GPT-OSS-120B?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#III_Huong_dan_cai_dat_GPT-OSS-120B_tren_1_GPU\" title=\"III. H\u01b0\u1edbng d\u1eabn c\u00e0i \u0111\u1eb7t GPT-OSS-120B tr\u00ean 1 GPU\">III. H\u01b0\u1edbng d\u1eabn c\u00e0i \u0111\u1eb7t GPT-OSS-120B tr\u00ean 1 GPU<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#IV_Khoi_chay_may_chu_mo_hinh\" title=\"IV. Kh\u1edfi ch\u1ea1y m\u00e1y ch\u1ee7 m\u00f4 h\u00ecnh\">IV. Kh\u1edfi ch\u1ea1y m\u00e1y ch\u1ee7 m\u00f4 h\u00ecnh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#V_Kiem_tra_va_danh_gia_mo_hinh\" title=\"V. Ki\u1ec3m tra v\u00e0 \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh\">V. Ki\u1ec3m tra v\u00e0 \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#1_Suy_luan_voi_mot_tap_lenh_Python\" title=\"1. Suy lu\u1eadn v\u1edbi m\u1ed9t t\u1eadp l\u1ec7nh Python\">1. Suy lu\u1eadn v\u1edbi m\u1ed9t t\u1eadp l\u1ec7nh Python<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#2_Su_dung_curl\" title=\"2. S\u1eed d\u1ee5ng curl\">2. S\u1eed d\u1ee5ng curl<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#VI_Mot_so_kha_nang_noi_bat_cua_mo_hinh_GPT-OSS-120B\" title=\"VI. M\u1ed9t s\u1ed1 kh\u1ea3 n\u0103ng n\u1ed5i b\u1eadt c\u1ee7a m\u00f4 h\u00ecnh GPT-OSS-120B\">VI. M\u1ed9t s\u1ed1 kh\u1ea3 n\u0103ng n\u1ed5i b\u1eadt c\u1ee7a m\u00f4 h\u00ecnh GPT-OSS-120B<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/phongvu.vn\/cong-nghe\/cach-cai-dat-gpt-oss-120b-tren-1gpu\/#VII_Tong_ket\" title=\"VII. T\u1ed5ng k\u1ebft\">VII. T\u1ed5ng k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"I_GPT-OSS-120B_la_gi\"><\/span><strong>I. GPT-OSS-120B l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>GPT-OSS-120B l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p, v\u1edbi t\u1ed5ng c\u1ed9ng 117 t\u1ef7 tham s\u1ed1. \u0110i\u1ec3m \u0111\u1eb7c bi\u1ec7t c\u1ee7a n\u00f3 l\u00e0 s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac &#8220;mixture of experts&#8221; (MoE), gi\u00fap m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh truy\u1ec1n th\u1ed1ng c\u00f9ng k\u00edch c\u1ee1.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"900\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2.jpg\" alt=\"M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef GPT-OSS-120B\" class=\"wp-image-140093\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2.jpg 1440w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-2-1344x840.jpg 1344w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" title=\"\"><figcaption class=\"wp-element-caption\">M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef GPT-OSS-120B (Ngu\u1ed3n: Internet)<\/figcaption><\/figure>\n\n\n\n<p>M\u00f4 h\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 ch\u1ea1y tr\u00ean m\u1ed9t GPU NVIDIA H100 v\u1edbi 80GB VRAM nh\u1edd k\u1ef9 thu\u1eadt l\u01b0\u1ee3ng t\u1eed h\u00f3a MXFP4. \u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1, v\u00ec n\u00f3 cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh c\u1ef1c m\u1ea1nh m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ea7u t\u01b0 qu\u00e1 l\u1edbn v\u00e0o ph\u1ea7n c\u1ee9ng.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"II_Can_chuan_bi_nhung_gi_khi_cai_dat_GPT-OSS-120B\"><\/span><strong>II. C\u1ea7n chu\u1ea9n b\u1ecb nh\u1eefng g\u00ec khi c\u00e0i \u0111\u1eb7t GPT-OSS-120B?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>GPT-OSS-120B r\u1ea5t m\u1ea1nh, nh\u01b0ng c\u0169ng y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng cao. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c y\u00eau c\u1ea7u c\u01a1 b\u1ea3n:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Th\u00e0nh ph\u1ea7n<\/strong><\/td><td><strong>Y\u00eau c\u1ea7u t\u1ed1i thi\u1ec3u<\/strong><\/td><\/tr><tr><td><strong><a href=\"https:\/\/phongvu.vn\/cong-nghe\/gpu-la-gi-nhung-dieu-can-biet-ve-gpu-khi-mua-laptop-va-pc\/\" target=\"_blank\" rel=\"noreferrer noopener\">GPU<\/a><\/strong><\/td><td>T\u1ed1i thi\u1ec3u 80 GB VRAM (A100, H100, RTX 6000 Ada)<\/td><\/tr><tr><td><strong><a href=\"https:\/\/phongvu.vn\/c\/ram\" target=\"_blank\" rel=\"noreferrer noopener\">RAM <\/a>h\u1ec7 th\u1ed1ng<\/strong><\/td><td>64 GB tr\u1edf l\u00ean<\/td><\/tr><tr><td><strong><a href=\"https:\/\/phongvu.vn\/c\/o-cung\" target=\"_blank\" rel=\"noreferrer noopener\">\u1ed4 c\u1ee9ng<\/a><\/strong><\/td><td>SSD NVMe \u2265 200 GB<\/td><\/tr><tr><td><strong><a href=\"https:\/\/phongvu.vn\/c\/cpu\" target=\"_blank\" rel=\"noreferrer noopener\">CPU<\/a><\/strong><\/td><td>8 nh\u00e2n tr\u1edf l\u00ean, t\u1ed1c \u0111\u1ed9 cao<\/td><\/tr><tr><td><strong>H\u1ec7 \u0111i\u1ec1u h\u00e0nh<\/strong><\/td><td>Ubuntu 20.04\/22.04 ho\u1eb7c Linux t\u01b0\u01a1ng \u0111\u01b0\u01a1ng<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><em>L\u01b0u \u00fd:<\/em><\/strong><em> RTX 4090 c\u00f3 24 GB VRAM kh\u00f4ng \u0111\u1ee7 \u0111\u1ec3 ch\u1ea1y full GPT-OSS-120B, nh\u01b0ng v\u1eabn c\u00f3 c\u00e1ch d\u00f9ng m\u1eb9o (nh\u01b0 n\u00e9n m\u00f4 h\u00ecnh) \u0111\u1ec3 ch\u1ea1y \u0111\u01b0\u1ee3c m\u1ed9t ph\u1ea7n.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"900\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5.jpg\" alt=\"M\u00f4 h\u00ecnh n\u00e0y c\u00f3 y\u00eau c\u1ea7u cao v\u1ec1 ph\u1ea7n c\u1ee9ng c\u1ee7a m\u00e1y t\u00ednh\" class=\"wp-image-140091\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5.jpg 1440w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-5-1344x840.jpg 1344w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" title=\"\"><figcaption class=\"wp-element-caption\">M\u00f4 h\u00ecnh n\u00e0y c\u00f3 y\u00eau c\u1ea7u cao v\u1ec1 ph\u1ea7n c\u1ee9ng c\u1ee7a m\u00e1y t\u00ednh (Ngu\u1ed3n: Internet)<\/figcaption><\/figure>\n\n\n\n<p>Ngo\u00e0i ra, v\u1ec1 ph\u1ea7n m\u1ec1m b\u1ea1n c\u1ea7n chu\u1ea9n b\u1ecb c\u00e0i \u0111\u1eb7t:<\/p>\n\n\n\n<ul>\n<li>Python 3.10+<\/li>\n\n\n\n<li>PyTorch<\/li>\n\n\n\n<li>vLLM ho\u1eb7c LoHan (framework \u0111\u1ec3 ch\u1ea1y LLM nhanh h\u01a1n)<\/li>\n\n\n\n<li>GPTQ ho\u1eb7c SmoothQuant (gi\u1ea3m k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh, ti\u1ebft ki\u1ec7m RAM\/VRAM).<\/li>\n<\/ul>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"III_Huong_dan_cai_dat_GPT-OSS-120B_tren_1_GPU\"><\/span><strong>III. H\u01b0\u1edbng d\u1eabn c\u00e0i \u0111\u1eb7t GPT-OSS-120B tr\u00ean 1 GPU<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 c\u00e0i \u0111\u1eb7t v\u00e0 ch\u1ea1y GPT-OSS-120B, ch\u00fang ta s\u1ebd s\u1eed d\u1ee5ng hai c\u00f4ng c\u1ee5 ch\u00ednh:<\/p>\n\n\n\n<ul>\n<li><strong>uv<\/strong>: M\u1ed9t c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd m\u00f4i tr\u01b0\u1eddng v\u00e0 g\u00f3i Python c\u1ef1c k\u1ef3 nhanh.<\/li>\n\n\n\n<li><strong>VLLM<\/strong>: M\u1ed9t th\u01b0 vi\u1ec7n gi\u00fap t\u0103ng t\u1ed1c \u0111\u1ed9 suy lu\u1eadn (inference) cho c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn.<\/li>\n<\/ul>\n\n\n\n<p>Sau \u0111\u00f3, b\u1ea1n ch\u1ec9 c\u1ea7n m\u1edf Terminal tr\u00ean Linux v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc d\u01b0\u1edbi \u0111\u00e2y.<\/p>\n\n\n\n<p><strong>B\u01b0\u1edbc 1: C\u00e0i \u0111\u1eb7t uv: <\/strong>\u0110\u1ea7u ti\u00ean, b\u1ea1n c\u1ea7n c\u00e0i \u0111\u1eb7t uv b\u1eb1ng l\u1ec7nh sau: curl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh. L\u1ec7nh n\u00e0y s\u1ebd t\u1ef1 \u0111\u1ed9ng t\u1ea3i v\u00e0 c\u00e0i \u0111\u1eb7t uv v\u00e0o h\u1ec7 th\u1ed1ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<p><strong>B\u01b0\u1edbc 2: T\u1ea1o m\u00f4i tr\u01b0\u1eddng \u1ea3o v\u00e0 c\u00e0i \u0111\u1eb7t VLLM: <\/strong>T\u1ea1o m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u1ea3o gi\u00fap c\u00e1c th\u01b0 vi\u1ec7n c\u1ee7a b\u1ea1n kh\u00f4ng b\u1ecb l\u1eabn l\u1ed9n v\u1edbi c\u00e1c d\u1ef1 \u00e1n kh\u00e1c.<\/p>\n\n\n\n<ul>\n<li>uv venv vllm-env<\/li>\n\n\n\n<li>source vllm-env\/bin\/activate<\/li>\n\n\n\n<li>uv pip install &#8211;pre vllm &#8211;extra-index-url https:\/\/wheels.vllm.ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"900\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4.jpg\" alt=\"M\u00f4 h\u00ecnh GPT-OSS-120B sau khi \u0111\u01b0\u1ee3c kh\u1edfi t\u1ea1o th\u00e0nh c\u00f4ng\" class=\"wp-image-140090\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4.jpg 1440w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-4-1344x840.jpg 1344w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" title=\"\"><figcaption class=\"wp-element-caption\">M\u00f4 h\u00ecnh GPT-OSS-120B sau khi \u0111\u01b0\u1ee3c kh\u1edfi t\u1ea1o th\u00e0nh c\u00f4ng (Ngu\u1ed3n: Internet)<\/figcaption><\/figure>\n\n\n\n<p>C\u00e1c l\u1ec7nh tr\u00ean s\u1ebd t\u1ea1o m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u1ea3o, k\u00edch ho\u1ea1t n\u00f3, v\u00e0 c\u00e0i \u0111\u1eb7t VLLM c\u00f9ng c\u00e1c th\u01b0 vi\u1ec7n ph\u1ee5 thu\u1ed9c. L\u01b0u \u00fd r\u1eb1ng ch\u00fang ta d\u00f9ng &#8211;pre \u0111\u1ec3 c\u00e0i phi\u00ean b\u1ea3n VLLM m\u1edbi nh\u1ea5t, v\u00ec n\u00f3 c\u00f3 h\u1ed7 tr\u1ee3 \u0111\u1eb7c bi\u1ec7t cho m\u00f4 h\u00ecnh n\u00e0y.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"IV_Khoi_chay_may_chu_mo_hinh\"><\/span><strong>IV. Kh\u1edfi ch\u1ea1y m\u00e1y ch\u1ee7 m\u00f4 h\u00ecnh<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sau khi \u0111\u00e3 c\u00e0i \u0111\u1eb7t xong, b\u1ea1n c\u00f3 th\u1ec3 kh\u1edfi \u0111\u1ed9ng m\u00e1y ch\u1ee7 \u0111\u1ec3 ch\u1ea1y m\u00f4 h\u00ecnh. L\u1ea7n \u0111\u1ea7u ti\u00ean ch\u1ea1y, VLLM s\u1ebd t\u1ef1 \u0111\u1ed9ng t\u1ea3i m\u00f4 h\u00ecnh t\u1eeb Hugging Face. L\u1ec7nh kh\u1edfi \u0111\u1ed9ng m\u00e1y ch\u1ee7 VLLM nh\u01b0 sau: vllm serve openai\/gpt-oss-120b &#8211;model openai\/gpt-oss-120b<\/p>\n\n\n\n<p>Khi b\u1ea1n ch\u1ea1y l\u1ec7nh n\u00e0y l\u1ea7n \u0111\u1ea7u:<\/p>\n\n\n\n<ul>\n<li>VLLM s\u1ebd b\u1eaft \u0111\u1ea7u t\u1ea3i xu\u1ed1ng m\u00f4 h\u00ecnh GPT-OSS-120B. C\u00e1c t\u1ec7p n\u00e0y c\u00f3 dung l\u01b0\u1ee3ng l\u1edbn, kho\u1ea3ng <strong>120GB<\/strong>, n\u00ean qu\u00e1 tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 m\u1ea5t m\u1ed9t th\u1eddi gian.<\/li>\n\n\n\n<li>Sau khi t\u1ea3i xong, VLLM s\u1ebd t\u1ea3i m\u00f4 h\u00ecnh v\u00e0o VRAM c\u1ee7a GPU. Qu\u00e1 tr\u00ecnh n\u00e0y s\u1ebd ti\u00eau th\u1ee5 <strong>h\u01a1n 64GB VRAM<\/strong>.<\/li>\n\n\n\n<li>Khi th\u1ea5y th\u00f4ng b\u00e1o &#8220;Uvicorn running on http:\/\/127.0.0.1:8000&#8230;&#8221;, t\u1ee9c l\u00e0 m\u00e1y ch\u1ee7 c\u1ee7a b\u1ea1n \u0111\u00e3 s\u1eb5n s\u00e0ng ho\u1ea1t \u0111\u1ed9ng!<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"900\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3.jpg\" alt=\"Kh\u1edfi ch\u1ea1y m\u00f4 h\u00ecnh GPT-OSS-120B sau khi \u0111\u01b0\u1ee3c kh\u1edfi t\u1ea1o th\u00e0nh c\u00f4ng\" class=\"wp-image-140089\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3.jpg 1440w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-3-1344x840.jpg 1344w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" title=\"\"><figcaption class=\"wp-element-caption\">Kh\u1edfi ch\u1ea1y m\u00f4 h\u00ecnh GPT-OSS-120B sau khi \u0111\u01b0\u1ee3c kh\u1edfi t\u1ea1o th\u00e0nh c\u00f4ng (Ngu\u1ed3n: Internet)<\/figcaption><\/figure>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"V_Kiem_tra_va_danh_gia_mo_hinh\"><\/span><strong>V. Ki\u1ec3m tra v\u00e0 \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sau khi c\u00e0i \u0111\u1eb7t xong, b\u1ea1n c\u00f3 th\u1ec3 ki\u1ec3m tra kh\u1ea3 n\u0103ng c\u1ee7a m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1ch g\u1eedi c\u00e1c y\u00eau c\u1ea7u suy lu\u1eadn (inference) \u0111\u1ebfn endpoint c\u1ee5c b\u1ed9.<\/p>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"1_Suy_luan_voi_mot_tap_lenh_Python\"><\/span><strong>1. Suy lu\u1eadn v\u1edbi m\u1ed9t t\u1eadp l\u1ec7nh Python<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u1ed9t t\u1eadp l\u1ec7nh Python \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 g\u1eedi y\u00eau c\u1ea7u \u0111\u1ebfn m\u00e1y ch\u1ee7 VLLM. C\u1ee5 th\u1ec3 nh\u01b0 sau:<\/p>\n\n\n\n<p>import openai<\/p>\n\n\n\n<p>client = openai.OpenAI(base_url=&#8221;http:\/\/127.0.0.1:8000\/v1&#8243;, api_key=&#8221;EMPTY&#8221;)<\/p>\n\n\n\n<p>completion = client.chat.completions.create(<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;model=&#8221;openai\/gpt-oss-120b&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;messages=[<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;{&#8220;role&#8221;: &#8220;user&#8221;, &#8220;content&#8221;: &#8220;What is the capital of France?&#8221;}<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;]\n\n\n\n<p>)<\/p>\n\n\n\n<p>print(completion.choices[0].message.content)<\/p>\n\n\n\n<p>Sau \u0111\u00f3, b\u1ea1n ch\u1ec9 c\u1ea7n ch\u1ea1y t\u1ec7p n\u00e0y trong Terminal: python test.py<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"900\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6.jpg\" alt=\"Ki\u1ec3m tra m\u00f4 h\u00ecnh GPT-OSS-120B\" class=\"wp-image-140094\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6.jpg 1440w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-6-1344x840.jpg 1344w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" title=\"\"><figcaption class=\"wp-element-caption\">Ki\u1ec3m tra m\u00f4 h\u00ecnh GPT-OSS-120B (Ngu\u1ed3n: Internet)<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"2_Su_dung_curl\"><\/span><strong>2. S\u1eed d\u1ee5ng curl<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>N\u1ebfu b\u1ea1n mu\u1ed1n ki\u1ec3m tra nhanh, c\u00f3 th\u1ec3 d\u00f9ng l\u1ec7nh curl tr\u1ef1c ti\u1ebfp t\u1eeb Terminal:<\/p>\n\n\n\n<p>curl -X POST http:\/\/127.0.0.1:8000\/v1\/chat\/completions \\<\/p>\n\n\n\n<p>&nbsp;&nbsp;-H &#8220;Content-Type: application\/json&#8221; \\<\/p>\n\n\n\n<p>&nbsp;&nbsp;-d &#8216;{<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&#8220;model&#8221;: &#8220;openai\/gpt-oss-120b&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&#8220;messages&#8221;: [<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;{<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&#8220;role&#8221;: &#8220;user&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&#8220;content&#8221;: &#8220;Vi\u1ebft m\u1ed9t \u0111o\u1ea1n v\u0103n ng\u1eafn v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a AI trong cu\u1ed9c s\u1ed1ng hi\u1ec7n \u0111\u1ea1i.&#8221;<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;}<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;],<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&#8220;temperature&#8221;: 0.7<\/p>\n\n\n\n<p>&nbsp;&nbsp;}&#8217;<\/p>\n\n\n\n<p>Nh\u01b0 v\u1eady, ch\u1ec9 v\u1edbi l\u1ec7nh t\u1eeb curl b\u1ea1n c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c, nhanh nh\u1ea1y c\u1ee7a m\u00f4 h\u00ecnh GPT-OSS-120B v\u1eeba \u0111\u01b0\u1ee3c kh\u1edfi t\u1ea1o.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"VI_Mot_so_kha_nang_noi_bat_cua_mo_hinh_GPT-OSS-120B\"><\/span><strong>VI. M\u1ed9t s\u1ed1 kh\u1ea3 n\u0103ng n\u1ed5i b\u1eadt c\u1ee7a m\u00f4 h\u00ecnh GPT-OSS-120B<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Qua c\u00e1c th\u1eed nghi\u1ec7m, GPT-OSS-120B \u0111\u00e3 ch\u1ee9ng minh \u0111\u01b0\u1ee3c nhi\u1ec1u kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i:<\/p>\n\n\n\n<ul>\n<li><strong>L\u00fd lu\u1eadn:<\/strong> M\u00f4 h\u00ecnh cung c\u1ea5p m\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi to\u00e0n di\u1ec7n v\u00e0 chi ti\u1ebft cho m\u1ed9t c\u00e2u h\u1ecfi ph\u1ee9c t\u1ea1p v\u1ec1 l\u01b0\u1ee3ng t\u1eed h\u00f3a MXFP4.<\/li>\n\n\n\n<li><strong>L\u1eadp tr\u00ecnh:<\/strong> GPT-OSS-120B c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t t\u1ec7p HTML t\u01b0\u01a1ng t\u00e1c v\u1edbi ho\u1ea1t h\u00ecnh t\u00ean l\u1eeda p5.js, cho th\u1ea5y kh\u1ea3 n\u0103ng l\u1eadp tr\u00ecnh t\u1ed1t.<\/li>\n\n\n\n<li><strong>Tu\u00e2n th\u1ee7 h\u01b0\u1edbng d\u1eabn:<\/strong> Khi \u0111\u01b0\u1ee3c h\u1ecfi m\u1ed9t c\u00e2u h\u1ecfi mang t\u00ednh c\u00e1 nh\u00e2n, m\u00f4 h\u00ecnh kh\u00f4ng \u0111\u01b0a ra m\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi chung chung m\u00e0 thay v\u00e0o \u0111\u00f3 cung c\u1ea5p m\u1ed9t k\u1ebf ho\u1ea1ch c\u1ee5 th\u1ec3 v\u00e0 kh\u1ea3 thi.<\/li>\n\n\n\n<li><strong>&#8220;H\u00e0ng r\u00e0o b\u1ea3o v\u1ec7&#8221; (Guardrails):<\/strong> Khi nh\u1eadn \u0111\u01b0\u1ee3c m\u1ed9t l\u1eddi nh\u1eafc tinh ngh\u1ecbch, m\u00f4 h\u00ecnh v\u1eabn x\u1eed l\u00fd m\u1ed9t c\u00e1ch chuy\u00ean nghi\u1ec7p, x\u00e1c \u0111\u1ecbnh \u0111\u00fang b\u1ea3n ch\u1ea5t vui t\u01b0\u01a1i c\u1ee7a c\u00e2u h\u1ecfi v\u00e0 \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi t\u00f4n tr\u1ecdng m\u00e0 kh\u00f4ng b\u1ecb g\u00f2 b\u00f3.<\/li>\n\n\n\n<li><strong>To\u00e1n h\u1ecdc:<\/strong> M\u00f4 h\u00ecnh gi\u1ea3i th\u00e0nh c\u00f4ng m\u1ed9t b\u00e0i to\u00e1n vi t\u00edch ph\u00e2n ph\u1ee9c t\u1ea1p, cung c\u1ea5p c\u00e1c b\u01b0\u1edbc gi\u1ea3i chi ti\u1ebft, bao g\u1ed3m c\u1ea3 vi\u1ec7c ki\u1ec3m tra c\u00e1c \u0111\u1ecbnh l\u00fd kh\u00e1c nhau.<\/li>\n\n\n\n<li><strong>\u0110a ng\u00f4n ng\u1eef:<\/strong> N\u00f3 c\u00f3 th\u1ec3 d\u1ecbch ch\u00ednh x\u00e1c m\u1ed9t c\u00e2u sang nhi\u1ec1u ng\u00f4n ng\u1eef h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"900\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7.jpg\" alt=\"GPT-OSS-120B s\u1edf h\u1eefu nhi\u1ec1u \u0111i\u1ec3m n\u1ed5i b\u1eadt\" class=\"wp-image-140095\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7.jpg 1440w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2025\/08\/gpt-oss-120b-7-1344x840.jpg 1344w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" title=\"\"><figcaption class=\"wp-element-caption\">GPT-OSS-120B s\u1edf h\u1eefu nhi\u1ec1u \u0111i\u1ec3m n\u1ed5i b\u1eadt (Ngu\u1ed3n: Internet)<\/figcaption><\/figure>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"VII_Tong_ket\"><\/span><strong>VII. T\u1ed5ng k\u1ebft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>V\u1edbi vi\u1ec7c ph\u00e1t h\u00e0nh GPT-OSS-120B, OpenAI \u0111\u00e3 m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u00e3 ngu\u1ed3n m\u1edf \u2013 n\u01a1i b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn v\u00e0 v\u1eadn h\u00e0nh m\u1ed9t m\u00f4 h\u00ecnh c\u1ef1c m\u1ea1nh t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi nh\u1eefng g\u00ec \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng AI cao c\u1ea5p. D\u00f9 GPT-OSS-120B c\u00f3 k\u00edch th\u01b0\u1edbc \u201ckh\u1ed5ng l\u1ed3\u201d, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 c\u00e0i \u0111\u1eb7t v\u00e0 ch\u1ea1y n\u00f3 c\u1ee5c b\u1ed9 n\u1ebfu chu\u1ea9n b\u1ecb \u0111\u1ea7y \u0111\u1ee7 ph\u1ea7n c\u1ee9ng, ho\u1eb7c bi\u1ebft c\u00e1ch t\u1ed1i \u01b0u nh\u01b0 n\u00e9n m\u00f4 h\u00ecnh, chia nh\u1ecf, ho\u1eb7c offload th\u00f4ng minh. H\u00e3y b\u1eaft tay v\u00e0o c\u00e0i \u0111\u1eb7t v\u00e0 kh\u00e1m ph\u00e1 kh\u1ea3 n\u0103ng c\u1ee7a GPT\u2011OSS\u2011120B \u2013 c\u1ed7 m\u00e1y AI th\u00f4ng minh, t\u1ef1 do v\u00e0 ho\u00e0n to\u00e0n n\u1eb1m trong t\u1ea7m tay b\u1ea1n.<\/p>\n\n\n\n<p><strong>B\u00e0i vi\u1ebft li\u00ean quan:<\/strong><\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/chay-gpt-oss-tren-amd-ryzen-ai-va-gpu-radeon\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00e1ch ch\u1ea1y m\u00f4 h\u00ecnh AI GPT OSS 120B v\u00e0 20B tr\u00ean CPU AMD Ryzen AI v\u00e0 GPU Radeon<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/chatgpt-bi-ro-ri-tren-google\/\" target=\"_blank\" rel=\"noreferrer noopener\">H\u00e0ng ngh\u00ecn cu\u1ed9c tr\u00f2 chuy\u1ec7n chatGPT b\u1ecb r\u00f2 r\u1ec9 tr\u00ean Google<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/tro-chuyen-voi-chatgpt-bi-google-cong-khai\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00e1ch ki\u1ec3m tra cu\u1ed9c tr\u00f2 chuy\u1ec7n chatGPT b\u1ecb r\u00f2 r\u1ec9 tr\u00ean Google chi ti\u1ebft<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong nhi\u1ec1u l\u0129nh v\u1ef1c. Tuy nhi\u00ean, vi\u1ec7c ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh n\u00e0y th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi c\u1ea5u h\u00ecnh m\u00e1y t\u00ednh r\u1ea5t m\u1ea1nh v\u00e0 \u0111\u1eaft \u0111\u1ecf. Tin vui l\u00e0 v\u1eeba qua OpenAI \u0111\u00e3 ra m\u1eaft GPT-OSS-120B, m\u1ed9t m\u00f4 h\u00ecnh m\u00e3 ngu\u1ed3n m\u1edf m\u1ea1nh [&hellip;]<\/p>\n","protected":false},"author":28,"featured_media":140092,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[24,4372],"tags":[],"_links":{"self":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/140086"}],"collection":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/comments?post=140086"}],"version-history":[{"count":5,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/140086\/revisions"}],"predecessor-version":[{"id":140098,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/140086\/revisions\/140098"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/media\/140092"}],"wp:attachment":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/media?parent=140086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/categories?post=140086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/tags?post=140086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}