{"id":124841,"date":"2026-05-07T18:36:31","date_gmt":"2026-05-07T11:36:31","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=124841"},"modified":"2026-05-07T18:40:17","modified_gmt":"2026-05-07T11:40:17","slug":"cau-hinh-toi-thieu-de-chay-hermes-agent","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/cau-hinh-toi-thieu-de-chay-hermes-agent\/","title":{"rendered":"C\u1ea5u h\u00ecnh t\u1ed1i thi\u1ec3u \u0111\u1ec3 ch\u1ea1y Hermes Agent: T\u1ea5t c\u1ea3 nh\u1eefng g\u00ec b\u1ea1n c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u (2026)"},"content":{"rendered":"\n<p><strong>M\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi ph\u1ed5 bi\u1ebfn nh\u1ea5t khi b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u Hermes Agent l\u00e0: &#8220;M\u00e1y t\u00ednh t\u00f4i c\u00f3 \u0111\u1ee7 c\u1ea5u h\u00ecnh kh\u00f4ng?&#8221; ho\u1eb7c &#8220;T\u00f4i c\u1ea7n chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi c\u00e0i?&#8221;. Th\u1ef1c t\u1ebf, Hermes Agent \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 c\u00e0i v\u00e0 ch\u1ea1y \u0111\u01b0\u1ee3c ngay tr\u00ean h\u1ea7u h\u1ebft c\u00e1c m\u00e1y t\u00ednh c\u00e1 nh\u00e2n, VPS gi\u00e1 r\u1ebb v\u00e0 th\u1eadm ch\u00ed \u0111i\u1ec7n tho\u1ea1i Android \u2014 kh\u00f4ng c\u1ea7n GPU, kh\u00f4ng c\u1ea7n ph\u1ea7n c\u1ee9ng \u0111\u1eb7c bi\u1ec7t, kh\u00f4ng c\u1ea7n ki\u1ebfn th\u1ee9c Linux chuy\u00ean s\u00e2u. V\u1eady c\u1ee5 th\u1ec3 c\u1ea5u h\u00ecnh t\u1ed1i thi\u1ec3u \u0111\u1ec3 ch\u1ea1y Hermes Agent l\u00e0 bao nhi\u00eau?<\/strong><\/p>\n\n\n\n<h2 id=\"T\u1ea1i_sao_y\u00eau_c\u1ea7u_ph\u1ea7n_c\u1ee9ng_c\u1ee7a_Hermes_Agent_l\u1ea1i_nh\u1eb9?\"><a id=\"post-124841-_9dfxel44y307\"><\/a><strong>T\u1ea1i sao y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng c\u1ee7a Hermes Agent l\u1ea1i nh\u1eb9?<\/strong><\/h2>\n\n\n\n<p>Hi\u1ec3u \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n kh\u00f4ng lo l\u1eafng th\u1eeba v\u00e0 c\u0169ng bi\u1ebft khi n\u00e0o th\u1ef1c s\u1ef1 c\u1ea7n ph\u1ea7n c\u1ee9ng m\u1ea1nh h\u01a1n.<\/p>\n\n\n\n<p>Hermes Agent v\u1ec1 b\u1ea3n ch\u1ea5t l\u00e0 m\u1ed9t <strong>orchestration layer<\/strong> \u2014 t\u1ee9c l\u1edbp \u0111i\u1ec1u ph\u1ed1i n\u1eb1m gi\u1eefa b\u1ea1n v\u00e0 model AI. Khi b\u1ea1n g\u1eedi y\u00eau c\u1ea7u, Hermes x\u1eed l\u00fd logic agent, g\u1ecdi API c\u1ee7a nh\u00e0 cung c\u1ea5p AI, nh\u1eadn k\u1ebft qu\u1ea3 v\u1ec1, th\u1ef1c thi l\u1ec7nh terminal n\u1ebfu c\u1ea7n, r\u1ed3i tr\u1ea3 l\u1ea1i cho b\u1ea1n. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n n\u1eb7ng, suy lu\u1eadn c\u1ee7a model AI \u0111\u1ec1u di\u1ec5n ra tr\u00ean server c\u1ee7a nh\u00e0 cung c\u1ea5p, kh\u00f4ng ph\u1ea3i tr\u00ean m\u00e1y c\u1ee7a b\u1ea1n.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-1.png\" alt=\"T\u1ea1i sao y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng c\u1ee7a Hermes Agent l\u1ea1i nh\u1eb9?\" class=\"wp-image-124843\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>T\u1ea1i sao y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng c\u1ee7a Hermes Agent l\u1ea1i nh\u1eb9?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p>Ph\u1ea7n c\u1ee9ng m\u1ea1nh ch\u1ec9 th\u1ef1c s\u1ef1 c\u1ea7n thi\u1ebft trong hai tr\u01b0\u1eddng h\u1ee3p: Ch\u1ea1y model AI c\u1ee5c b\u1ed9 qua Ollama\/vLLM ho\u1eb7c d\u00f9ng Docker backend song song v\u1edbi nhi\u1ec1u t\u00e1c v\u1ee5 n\u1eb7ng c\u00f9ng l\u00fac. C\u00f2n l\u1ea1i, Hermes v\u1eabn ch\u1ea1y t\u1ed1t tr\u00ean ph\u1ea7n c\u1ee9ng r\u1ea5t ph\u1ed5 th\u00f4ng.<\/p>\n\n\n\n<h2 id=\"C\u1ea5u_h\u00ecnh_t\u1ed1i_thi\u1ec3u_\u0111\u1ec3_ch\u1ea1y_Hermes_Agent_\"><a id=\"post-124841-_tzuqzyrk8zxc\"><\/a><strong>C\u1ea5u h\u00ecnh t\u1ed1i thi\u1ec3u \u0111\u1ec3 ch\u1ea1y Hermes Agent <\/strong><\/h2>\n\n\n\n<h3 id=\"C\u1ea5u_h\u00ecnh_khi_c\u00e0i_tr\u00ean_m\u00e1y_t\u00ednh_c\u00e1_nh\u00e2n\"><a id=\"post-124841-_rse5bppqnoi4\"><\/a><strong>C\u1ea5u h\u00ecnh khi c\u00e0i tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n<\/strong><\/h3>\n\n\n\n<h4 id=\"H\u1ec7_\u0111i\u1ec1u_h\u00e0nh_\u0111\u01b0\u1ee3c_h\u1ed7_tr\u1ee3\"><a id=\"post-124841-_m7kyni9vc86i\"><\/a><strong>H\u1ec7 \u0111i\u1ec1u h\u00e0nh \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p>Hermes Agent h\u1ed7 tr\u1ee3 Linux, macOS, WSL2 tr\u00ean Windows v\u00e0 Android qua Termux.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>H\u1ec7 \u0111i\u1ec1u h\u00e0nh<\/th><th>H\u1ed7 tr\u1ee3<\/th><th>Ghi ch\u00fa<\/th><\/tr><\/thead><tbody><tr><td>Linux (Ubuntu, Debian, Arch, Fedora&#8230;)<\/td><td>\u2705 \u0110\u1ea7y \u0111\u1ee7<\/td><td>M\u00f4i tr\u01b0\u1eddng t\u1ed1t nh\u1ea5t<\/td><\/tr><tr><td>macOS (Intel v\u00e0 Apple Silicon)<\/td><td>\u2705 \u0110\u1ea7y \u0111\u1ee7<\/td><td>H\u1ed7 tr\u1ee3 c\u1ea3 chip M1\/M2\/M3\/M4<\/td><\/tr><tr><td>Windows (qua WSL2)<\/td><td>\u2705 \u0110\u1ea7y \u0111\u1ee7<\/td><td>C\u1ea7n c\u00e0i WSL2 tr\u01b0\u1edbc<\/td><\/tr><tr><td>Android (qua Termux)<\/td><td>\u2705 C\u00f3 gi\u1edbi h\u1ea1n<\/td><td>Xem h\u01b0\u1edbng d\u1eabn Termux ri\u00eang<\/td><\/tr><tr><td>Windows native<\/td><td>\u274c Kh\u00f4ng h\u1ed7 tr\u1ee3<\/td><td>B\u1eaft bu\u1ed9c ph\u1ea3i qua WSL2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 id=\"Ph\u1ea7n_c\u1ee9ng_t\u1ed1i_thi\u1ec3u_\u2014_D\u00f9ng_model_hosted_(Claude,_GPT,_Gemini&#8230;)\"><a id=\"post-124841-_tzhixxftk50\"><\/a><strong>Ph\u1ea7n c\u1ee9ng t\u1ed1i thi\u1ec3u \u2014 D\u00f9ng model hosted (Claude, GPT, Gemini&#8230;)<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p>\u0110\u00e2y l\u00e0 c\u1ea5u h\u00ecnh ph\u1ea7n l\u1edbn ng\u01b0\u1eddi d\u00f9ng c\u1ea7n quan t\u00e2m \u2014 khi model AI ch\u1ea1y tr\u00ean server c\u1ee7a nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Th\u00e0nh ph\u1ea7n<\/th><th>T\u1ed1i thi\u1ec3u<\/th><th>Khuy\u1ebfn ngh\u1ecb<\/th><\/tr><\/thead><tbody><tr><td>CPU<\/td><td>B\u1ea5t k\u1ef3 CPU 64-bit<\/td><td>2 nh\u00e2n tr\u1edf l\u00ean<\/td><\/tr><tr><td>RAM<\/td><td>512MB tr\u1ed1ng<\/td><td>2GB tr\u1edf l\u00ean<\/td><\/tr><tr><td>\u1ed4 \u0111\u0129a<\/td><td>500MB tr\u1ed1ng<\/td><td>2GB tr\u1edf l\u00ean<\/td><\/tr><tr><td>M\u1ea1ng<\/td><td>K\u1ebft n\u1ed1i internet \u1ed5n \u0111\u1ecbnh<\/td><td>B\u0103ng th\u00f4ng \u2265 10Mbps<\/td><\/tr><tr><td>GPU<\/td><td>Kh\u00f4ng c\u1ea7n<\/td><td>Kh\u00f4ng c\u1ea7n<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>N\u1ebfu m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n \u0111ang ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ecnh duy\u1ec7t web v\u00e0 m\u1ed9t v\u00e0i tab YouTube, c\u1ea5u h\u00ecnh \u0111\u00f3 l\u00e0 \u0111\u1ee7 \u0111\u1ec3 ch\u1ea1y Hermes Agent v\u1edbi model hosted.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-2.png\" alt=\"C\u1ea5u h\u00ecnh khi c\u00e0i tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n\" class=\"wp-image-124844\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u1ea5u h\u00ecnh khi c\u00e0i tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h4 id=\"Ph\u1ea7n_c\u1ee9ng_t\u1ed1i_thi\u1ec3u_\u2014_D\u00f9ng_model_c\u1ee5c_b\u1ed9_(Ollama,_vLLM,_llama.cpp)\"><a id=\"post-124841-_ty9uuvny00av\"><\/a><strong>Ph\u1ea7n c\u1ee9ng t\u1ed1i thi\u1ec3u \u2014 D\u00f9ng model c\u1ee5c b\u1ed9 (Ollama, vLLM, llama.cpp)<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p>Khi mu\u1ed1n ch\u1ea1y model AI ho\u00e0n to\u00e0n tr\u00ean m\u00e1y t\u00ednh c\u1ee7a m\u00ecnh, ph\u1ea7n c\u1ee9ng tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh. Tuy nhi\u00ean, y\u00eau c\u1ea7u n\u00e0y \u0111\u1ebfn t\u1eeb model AI, kh\u00f4ng ph\u1ea3i t\u1eeb Hermes.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>K\u00edch th\u01b0\u1edbc model<\/th><th>RAM t\u1ed1i thi\u1ec3u<\/th><th>VRAM t\u1ed1i thi\u1ec3u<\/th><th>Ghi ch\u00fa<\/th><\/tr><\/thead><tbody><tr><td>Model 7B<\/td><td>8GB RAM<\/td><td>6GB VRAM<\/td><td>Ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean GPU t\u1ea7m trung<\/td><\/tr><tr><td>Model 13B<\/td><td>16GB RAM<\/td><td>10GB VRAM<\/td><td>C\u1ea7n GPU kh\u00e1<\/td><\/tr><tr><td>Model 32B<\/td><td>32GB RAM<\/td><td>20GB VRAM<\/td><td>GPU cao c\u1ea5p ho\u1eb7c nhi\u1ec1u GPU<\/td><\/tr><tr><td>Model 70B+<\/td><td>64GB RAM<\/td><td>40GB+ VRAM<\/td><td>C\u1ea7n ph\u1ea7n c\u1ee9ng chuy\u00ean d\u1ee5ng<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Hermes Agent trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y v\u1eabn ch\u1ec9 c\u1ea7n th\u00eam kho\u1ea3ng 300\u2013500MB RAM tr\u00ean n\u1ec1n nh\u1eefng con s\u1ed1 tr\u00ean.<\/p>\n\n\n\n<h3 id=\"C\u1ea5u_h\u00ecnh_khi_c\u00e0i_tr\u00ean_VPS\"><a id=\"post-124841-_ln4t802zw7zl\"><\/a><strong>C\u1ea5u h\u00ecnh khi c\u00e0i tr\u00ean VPS<\/strong><\/h3>\n\n\n\n<p>VPS l\u00e0 m\u00f4i tr\u01b0\u1eddng ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ec3 ch\u1ea1y Hermes Agent trong th\u1ef1c t\u1ebf \u2014 \u0111\u1eb7c bi\u1ec7t khi mu\u1ed1n Hermes ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c 24\/7 v\u00e0 k\u1ebft n\u1ed1i v\u1edbi Telegram hay c\u00e1c n\u1ec1n t\u1ea3ng nh\u1eafn tin kh\u00e1c.<\/p>\n\n\n\n<h4 id=\"C\u1ea5u_h\u00ecnh_VPS_t\u1ed1i_thi\u1ec3u_\u2014_D\u00f9ng_c\u00e1_nh\u00e2n\"><a id=\"post-124841-_425rj5kahc17\"><\/a><strong>C\u1ea5u h\u00ecnh VPS t\u1ed1i thi\u1ec3u \u2014 D\u00f9ng c\u00e1 nh\u00e2n<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p>M\u1ed9t VPS kho\u1ea3ng 200.000\u0111 m\u1ed7i th\u00e1ng l\u00e0 \u0111\u1ee7 \u0111\u1ec3 ch\u1ea1y Hermes Agent \u1ed5n \u0111\u1ecbnh cho m\u1ee5c \u0111\u00edch c\u00e1 nh\u00e2n.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Th\u00e0nh ph\u1ea7n<\/th><th>T\u1ed1i thi\u1ec3u<\/th><th>Khuy\u1ebfn ngh\u1ecb<\/th><\/tr><\/thead><tbody><tr><td>vCPU<\/td><td>1 vCPU<\/td><td>2 vCPU<\/td><\/tr><tr><td>RAM<\/td><td>512MB<\/td><td>1\u20132GB<\/td><\/tr><tr><td>\u1ed4 \u0111\u0129a<\/td><td>10GB SSD<\/td><td>20GB SSD<\/td><\/tr><tr><td>B\u0103ng th\u00f4ng<\/td><td>100GB\/th\u00e1ng<\/td><td>Kh\u00f4ng gi\u1edbi h\u1ea1n<\/td><\/tr><tr><td>H\u1ec7 \u0111i\u1ec1u h\u00e0nh<\/td><td>Ubuntu 22.04 LTS<\/td><td>Ubuntu 24.04 LTS<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>V\u1edbi c\u1ea5u h\u00ecnh n\u00e0y, Hermes ch\u1ea1y gateway Telegram, x\u1eed l\u00fd t\u00e1c v\u1ee5 \u0111\u1ecbnh k\u1ef3 theo l\u1ecbch v\u00e0 duy tr\u00ec k\u1ebft n\u1ed1i li\u00ean t\u1ee5c m\u00e0 kh\u00f4ng g\u1eb7p v\u1ea5n \u0111\u1ec1 g\u00ec.<\/p>\n\n\n\n<h4 id=\"C\u1ea5u_h\u00ecnh_VPS_t\u1ed1i_thi\u1ec3u_\u2014_D\u00f9ng_Docker_backend\"><a id=\"post-124841-_fnezk65cjalp\"><\/a><strong>C\u1ea5u h\u00ecnh VPS t\u1ed1i thi\u1ec3u \u2014 D\u00f9ng Docker backend<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p>Khi b\u1eadt Docker backend \u0111\u1ec3 sandbox h\u00f3a l\u1ec7nh terminal, Docker daemon chi\u1ebfm th\u00eam t\u00e0i nguy\u00ean \u0111\u00e1ng k\u1ec3.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Th\u00e0nh ph\u1ea7n<\/th><th>T\u1ed1i thi\u1ec3u<\/th><th>Khuy\u1ebfn ngh\u1ecb<\/th><\/tr><\/thead><tbody><tr><td>vCPU<\/td><td>1 vCPU<\/td><td>2 vCPU<\/td><\/tr><tr><td>RAM<\/td><td>2GB<\/td><td>4GB<\/td><\/tr><tr><td>\u1ed4 \u0111\u0129a<\/td><td>20GB SSD<\/td><td>40GB SSD<\/td><\/tr><tr><td>H\u1ec7 \u0111i\u1ec1u h\u00e0nh<\/td><td>Ubuntu 22.04 LTS<\/td><td>Ubuntu 24.04 LTS<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>L\u00fd do c\u1ea7n RAM nhi\u1ec1u h\u01a1n: Docker daemon chi\u1ebfm kho\u1ea3ng 200\u2013300MB RAM khi ch\u1ea1y n\u1ec1n, m\u1ed7i container t\u1ea1m th\u1eddi th\u00eam 50\u2013150MB t\u00f9y image, c\u1ed9ng v\u1edbi Hermes Agent v\u00e0 gateway kho\u1ea3ng 300\u2013500MB \u2014 t\u1ed5ng c\u1ed9ng d\u1ec5 ch\u1ea1m 1GB RAM khi c\u00f3 nhi\u1ec1u t\u00e1c v\u1ee5 ch\u1ea1y song song.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-3.png\" alt=\"C\u1ea5u h\u00ecnh khi c\u00e0i tr\u00ean VPS\" class=\"wp-image-124845\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u1ea5u h\u00ecnh khi c\u00e0i tr\u00ean VPS<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h4 id=\"C\u1ea5u_h\u00ecnh_VPS_t\u1ed1i_thi\u1ec3u_\u2014_Ph\u1ee5c_v\u1ee5_nhi\u1ec1u_ng\u01b0\u1eddi_d\u00f9ng\"><a id=\"post-124841-_3o4rk8vkbfjc\"><\/a><strong>C\u1ea5u h\u00ecnh VPS t\u1ed1i thi\u1ec3u \u2014 Ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng<\/strong><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p>Khi Hermes Agent ph\u1ee5c v\u1ee5 m\u1ed9t nh\u00f3m ng\u01b0\u1eddi d\u00f9ng qua Telegram ho\u1eb7c Slack, nhu c\u1ea7u t\u00e0i nguy\u00ean t\u0103ng tuy\u1ebfn t\u00ednh.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>S\u1ed1 ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi<\/th><th>RAM khuy\u1ebfn ngh\u1ecb<\/th><th>vCPU khuy\u1ebfn ngh\u1ecb<\/th><\/tr><\/thead><tbody><tr><td>1\u20133 ng\u01b0\u1eddi<\/td><td>1GB<\/td><td>1 vCPU<\/td><\/tr><tr><td>4\u201310 ng\u01b0\u1eddi<\/td><td>2\u20134GB<\/td><td>2 vCPU<\/td><\/tr><tr><td>10\u201330 ng\u01b0\u1eddi<\/td><td>4\u20138GB<\/td><td>4 vCPU<\/td><\/tr><tr><td>30+ ng\u01b0\u1eddi<\/td><td>8GB+<\/td><td>4+ vCPU<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\ud83d\udc49 Tham kh\u1ea3o c\u00e1c g\u00f3i VPS gi\u00e1 r\u1ebb c\u1ea5u h\u00ecnh cao \u0111\u1ec3 ch\u1ea1y Hermes Agent t\u1ea1i: <a href=\"https:\/\/tino.vn\/vps-gia-re?php=1596\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/tino.vn\/vps-gia-re<\/a><\/p>\n\n\n\n<h2 id=\"Y\u00eau_c\u1ea7u_v\u1ec1_model_AI\"><a id=\"post-124841-_sq5itqgvaa7a\"><\/a><strong>Y\u00eau c\u1ea7u v\u1ec1 model AI<\/strong><\/h2>\n\n\n\n<p>\u0110\u00e2y l\u00e0 y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt quan tr\u1ecdng nh\u1ea5t v\u00e0 c\u0169ng l\u00e0 th\u1ee9 duy nh\u1ea5t c\u00f3 th\u1ec3 khi\u1ebfn Hermes t\u1eeb ch\u1ed1i kh\u1edfi \u0111\u1ed9ng d\u00f9 ph\u1ea7n c\u1ee9ng \u0111\u00e3 \u0111\u1ee7.<\/p>\n\n\n\n<h3 id=\"Context_window_t\u1ed1i_thi\u1ec3u_b\u1eaft_bu\u1ed9c\"><a id=\"post-124841-_cws8j97s5p2k\"><\/a><strong>Context window t\u1ed1i thi\u1ec3u b\u1eaft bu\u1ed9c<\/strong><\/h3>\n\n\n\n<p>Hermes Agent y\u00eau c\u1ea7u model c\u00f3 \u00edt nh\u1ea5t 64.000 token context. Model v\u1edbi c\u1eeda s\u1ed5 context nh\u1ecf h\u01a1n kh\u00f4ng th\u1ec3 duy tr\u00ec \u0111\u1ee7 b\u1ed9 nh\u1edb l\u00e0m vi\u1ec7c cho c\u00e1c workflow g\u1ecdi c\u00f4ng c\u1ee5 nhi\u1ec1u b\u01b0\u1edbc v\u00e0 s\u1ebd b\u1ecb t\u1eeb ch\u1ed1i ngay khi kh\u1edfi \u0111\u1ed9ng. Vi\u1ec7c c\u00e0i Hermes v\u1edbi model c\u00f3 context window 32K tr\u1edf xu\u1ed1ng s\u1ebd b\u1ecb b\u00e1o l\u1ed7i ngay t\u1eeb \u0111\u1ea7u.<\/p>\n\n\n\n<p>H\u1ea7u h\u1ebft c\u00e1c model hosted nh\u01b0 Claude, GPT, Gemini, Qwen, DeepSeek \u0111\u1ec1u \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u 64K context n\u00e0y d\u1ec5 d\u00e0ng, v\u00ed d\u1ee5:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Provider<\/th><th>Model<\/th><th>Context window<\/th><\/tr><\/thead><tbody><tr><td>Anthropic<\/td><td>Claude Sonnet 4.6<\/td><td>200K token<\/td><\/tr><tr><td>Anthropic<\/td><td>Claude Opus 4.6<\/td><td>200K token<\/td><\/tr><tr><td>OpenAI<\/td><td>GPT-4o<\/td><td>128K token<\/td><\/tr><tr><td>Google<\/td><td>Gemini 2.5 Pro<\/td><td>1M token<\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek V3<\/td><td>128K token<\/td><\/tr><tr><td>Alibaba<\/td><td>Qwen3 72B<\/td><td>128K token<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 id=\"Khi_d\u00f9ng_model_c\u1ee5c_b\u1ed9_\u2014_c\u1ea7n_c\u1ea5u_h\u00ecnh_th\u00eam\"><a id=\"post-124841-_exkqysqgt35x\"><\/a><strong>Khi d\u00f9ng model c\u1ee5c b\u1ed9 \u2014 c\u1ea7n c\u1ea5u h\u00ecnh th\u00eam<\/strong><\/h3>\n\n\n\n<p>N\u1ebfu ch\u1ea1y model local, c\u1ea7n \u0111\u1eb7t context size \u00edt nh\u1ea5t 64K, v\u00ed d\u1ee5 &#8211;ctx-size 65536 cho llama.cpp ho\u1eb7c -c 65536 cho <a href=\"https:\/\/ollama.com\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/ollama.com\/\" rel=\"noreferrer noopener nofollow\">Ollama<\/a>. Nhi\u1ec1u model c\u1ee5c b\u1ed9 m\u1eb7c \u0111\u1ecbnh context window r\u1ea5t th\u1ea5p d\u00f9 v\u1ec1 l\u00fd thuy\u1ebft h\u1ed7 tr\u1ee3 cao h\u01a1n.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># Ollama \u2014 \u0111\u1eb7t context khi kh\u1edfi \u0111\u1ed9ng server\n\nOLLAMA_CONTEXT_LENGTH=65536 ollama serve\n\n# llama.cpp\n\n.\/llama-server --ctx-size 65536\n\n# vLLM\n\nvllm serve ten-model --max-model-len 65536<\/code><\/pre>\n\n\n\n<p>N\u1ebfu Hermes t\u1ef1 ph\u00e1t hi\u1ec7n context length sai, c\u00f3 th\u1ec3 ghi \u0111\u00e8 tr\u1ef1c ti\u1ebfp trong config.yaml:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>model:\n\ndefault: \"qwen3:8b\"\n\nbase_url: \"http:\/\/localhost:11434\/v1\"\n\ncontext_length: 65536<\/code><\/pre>\n\n\n\n<h2 id=\"Y\u00eau_c\u1ea7u_ph\u1ea7n_m\u1ec1m\"><a id=\"post-124841-_vjdth2dl7fqb\"><\/a><strong>Y\u00eau c\u1ea7u ph\u1ea7n m\u1ec1m<\/strong><\/h2>\n\n\n\n<h3 id=\"Python\"><a id=\"post-124841-_svn5g451441g\"><\/a><strong>Python<\/strong><\/h3>\n\n\n\n<p>Hermes Agent y\u00eau c\u1ea7u Python 3.10 tr\u1edf l\u00ean. Script c\u00e0i \u0111\u1eb7t t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd vi\u1ec7c n\u00e0y, nh\u01b0ng n\u1ebfu mu\u1ed1n ki\u1ec3m tra tr\u01b0\u1edbc:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python3 --version<\/code><\/pre>\n\n\n\n<p># C\u1ea7n th\u1ea5y Python 3.10.x tr\u1edf l\u00ean<\/p>\n\n\n\n<p>N\u1ebfu phi\u00ean b\u1ea3n th\u1ea5p h\u01a1n, c\u00e0i th\u00eam:<\/p>\n\n\n\n<p># Ubuntu\/Debian<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt install python3.11 python3.11-venv python3.11-dev<\/code><\/pre>\n\n\n\n<p># macOS (qua Homebrew)<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install python@3.11<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-4.png\" alt=\"Y\u00eau c\u1ea7u ph\u1ea7n m\u1ec1m\" class=\"wp-image-124846\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/05\/cau-hinh-toi-thieu-de-chay-hermes-agent-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Y\u00eau c\u1ea7u ph\u1ea7n m\u1ec1m<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p><strong>uv \u2014 Tr\u00ecnh qu\u1ea3n l\u00fd m\u00f4i tr\u01b0\u1eddng Python<\/strong><\/p>\n\n\n\n<p>Hermes d\u00f9ng uv \u0111\u1ec3 qu\u1ea3n l\u00fd m\u00f4i tr\u01b0\u1eddng Python ri\u00eang bi\u1ec7t \u2014 script c\u00e0i \u0111\u1eb7t t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd ph\u1ea7n n\u00e0y bao g\u1ed3m Python, Node.js, ripgrep v\u00e0 ffmpeg. B\u1ea1n kh\u00f4ng c\u1ea7n c\u00e0i uv th\u1ee7 c\u00f4ng, nh\u01b0ng n\u1ebfu mu\u1ed1n ki\u1ec3m tra sau khi c\u00e0i:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>uv --version<\/code><\/pre>\n\n\n\n<h3 id=\"curl_v\u00e0_git\"><a id=\"post-124841-_2hj5dnmkzdd2\"><\/a><strong>curl v\u00e0 git<\/strong><\/h3>\n\n\n\n<p>Hai c\u00f4ng c\u1ee5 duy nh\u1ea5t c\u1ea7n c\u00f3 tr\u01b0\u1edbc khi ch\u1ea1y script c\u00e0i \u0111\u1eb7t:<\/p>\n\n\n\n<p># Ubuntu\/Debian<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt install -y curl git<\/code><\/pre>\n\n\n\n<p># macOS<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install curl git<\/code><\/pre>\n\n\n\n<p>H\u1ea7u h\u1ebft c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1ec1u \u0111\u00e3 c\u00f3 s\u1eb5n c\u1ea3 hai \u2014 ch\u1ec9 c\u1ea7n ki\u1ec3m tra n\u1ebfu \u0111ang d\u00f9ng m\u00f4i tr\u01b0\u1eddng t\u1ed1i gi\u1ea3n.<\/p>\n\n\n\n<h3 id=\"Docker_(t\u00f9y_ch\u1ecdn)\"><a id=\"post-124841-_x0fdgwf0z4dl\"><\/a><strong>Docker (t\u00f9y ch\u1ecdn)<\/strong><\/h3>\n\n\n\n<p>Ch\u1ec9 c\u1ea7n n\u1ebfu mu\u1ed1n b\u1eadt Docker backend \u0111\u1ec3 sandbox h\u00f3a l\u1ec7nh terminal:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># Ki\u1ec3m tra Docker \u0111\u00e3 c\u00f3 ch\u01b0a\n\ndocker --version\n\n# C\u00e0i n\u1ebfu ch\u01b0a c\u00f3 (Ubuntu)\n\nsudo apt install -y docker.io\n\nsudo systemctl enable --now docker\n\nsudo usermod -aG docker $USER<\/code><\/pre>\n\n\n\n<h3 id=\"Node.js_(t\u1ef1_\u0111\u1ed9ng)\"><a id=\"post-124841-_8k431csfij3c\"><\/a><strong>Node.js (t\u1ef1 \u0111\u1ed9ng)<\/strong><\/h3>\n\n\n\n<p>Node.js \u0111\u01b0\u1ee3c c\u00e0i t\u1ef1 \u0111\u1ed9ng b\u1edfi script c\u00e0i \u0111\u1eb7t Hermes \u2014 kh\u00f4ng c\u1ea7n c\u00e0i th\u1ee7 c\u00f4ng. C\u1ea7n thi\u1ebft cho m\u1ed9t s\u1ed1 MCP server v\u00e0 t\u00ednh n\u0103ng m\u1edf r\u1ed9ng.<\/p>\n\n\n\n<h2 id=\"T\u00f3m_t\u1eaft_\u2014_Checklist_tr\u01b0\u1edbc_khi_b\u1eaft_\u0111\u1ea7u_\"><a id=\"post-124841-_69chw5na9jb2\"><\/a><strong>T\u00f3m t\u1eaft \u2014 Checklist tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u <\/strong><\/h2>\n\n\n\n<h3 id=\"M\u00e1y_t\u00ednh_c\u00e1_nh\u00e2n\">M\u00e1y t\u00ednh c\u00e1 nh\u00e2n<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Y\u00eau c\u1ea7u<\/th><th>T\u1ed1i thi\u1ec3u<\/th><th>B\u1eaft bu\u1ed9c?<\/th><\/tr><\/thead><tbody><tr><td>H\u1ec7 \u0111i\u1ec1u h\u00e0nh<\/td><td>Linux, macOS, ho\u1eb7c WSL2<\/td><td>\u2705<\/td><\/tr><tr><td>RAM<\/td><td>512MB tr\u1ed1ng<\/td><td>\u2705<\/td><\/tr><tr><td>\u1ed4 \u0111\u0129a<\/td><td>500MB tr\u1ed1ng<\/td><td>\u2705<\/td><\/tr><tr><td>K\u1ebft n\u1ed1i internet<\/td><td>\u1ed4n \u0111\u1ecbnh<\/td><td>\u2705<\/td><\/tr><tr><td>Python<\/td><td>3.10 tr\u1edf l\u00ean<\/td><td>\u2705 Script t\u1ef1 x\u1eed l\u00fd<\/td><\/tr><tr><td>curl v\u00e0 git<\/td><td>B\u1ea5t k\u1ef3 phi\u00ean b\u1ea3n<\/td><td>\u2705<\/td><\/tr><tr><td>API key ho\u1eb7c OAuth<\/td><td>\u00cdt nh\u1ea5t m\u1ed9t provider<\/td><td>\u2705<\/td><\/tr><tr><td>Model \u2265 64K context<\/td><td>H\u1ea7u h\u1ebft model hosted \u0111\u1ec1u \u0111\u1ee7<\/td><td>\u2705<\/td><\/tr><tr><td>Docker<\/td><td>Ch\u1ec9 khi d\u00f9ng sandbox backend<\/td><td>\u274c T\u00f9y ch\u1ecdn<\/td><\/tr><tr><td>GPU<\/td><td>Ch\u1ec9 khi ch\u1ea1y model c\u1ee5c b\u1ed9<\/td><td>\u274c T\u00f9y ch\u1ecdn<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 id=\"VPS\">VPS<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Y\u00eau c\u1ea7u<\/th><th>T\u1ed1i thi\u1ec3u<\/th><th>Khuy\u1ebfn ngh\u1ecb<\/th><\/tr><\/thead><tbody><tr><td>H\u1ec7 \u0111i\u1ec1u h\u00e0nh<\/td><td>Ubuntu 22.04 LTS<\/td><td>Ubuntu 24.04 LTS<\/td><\/tr><tr><td>vCPU<\/td><td>1 vCPU<\/td><td>2 vCPU<\/td><\/tr><tr><td>RAM (kh\u00f4ng Docker)<\/td><td>512MB<\/td><td>1GB<\/td><\/tr><tr><td>RAM (c\u00f3 Docker)<\/td><td>2GB<\/td><td>4GB<\/td><\/tr><tr><td>\u1ed4 \u0111\u0129a<\/td><td>10GB SSD<\/td><td>20GB SSD<\/td><\/tr><tr><td>Quy\u1ec1n truy c\u1eadp<\/td><td>SSH v\u1edbi sudo<\/td><td>SSH v\u1edbi sudo<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>C\u00e1c b\u00e0i vi\u1ebft li\u00ean quan:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a id=\"post-124841-_4346k5dx4pmr\"><\/a><a href=\"https:\/\/tino.vn\/blog\/cai-dat-va-su-dung-hermes-agent-tren-vps\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00e1ch c\u00e0i \u0111\u1eb7t v\u00e0 s\u1eed d\u1ee5ng Hermes Agent tr\u00ean VPS<\/a><\/li>\n\n\n\n<li><a id=\"post-124841-_moguhhvagfaz\"><\/a><a href=\"https:\/\/tino.vn\/blog\/cai-dat-hermes-agent-tren-may-tinh-windows\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00e1ch c\u00e0i \u0111\u1eb7t Hermes Agent tr\u00ean m\u00e1y t\u00ednh Windows<\/a><\/li>\n\n\n\n<li><a id=\"post-124841-_4c1tu5jkulmx\"><\/a><a href=\"https:\/\/tino.vn\/blog\/doi-model-llm-cho-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">H\u01b0\u1edbng d\u1eabn \u0111\u1ed5i model LLM cho Hermes Agent <\/a><\/li>\n\n\n\n<li><a id=\"post-124841-_937d7sadvesk\"><\/a><a href=\"https:\/\/tino.vn\/blog\/cach-them-skill-cho-hermes-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">H\u01b0\u1edbng d\u1eabn c\u00e1ch th\u00eam skill cho Hermes Agent<\/a><\/li>\n\n\n\n<li><a id=\"post-124841-_r2b0riaptb45\"><\/a><a href=\"https:\/\/tino.vn\/blog\/cai-dat-hermes-agent-tren-may-tinh-ca-nhan-hay-vps\/\" target=\"_blank\" rel=\"noreferrer noopener\">N\u00ean c\u00e0i \u0111\u1eb7t Hermes Agent tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n hay VPS?<\/a><\/li>\n\n\n\n<li><a id=\"post-124841-_yeyhjh8moij8\"><\/a><a href=\"https:\/\/tino.vn\/blog\/hermes-agent-1-thang-ton-bao-nhieu-chi-phi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hermes Agent 1 th\u00e1ng t\u1ed1n bao nhi\u00eau chi ph\u00ed?<\/a><\/li>\n<\/ul>\n\n\n\n<h3 id=\"K\u1ebft_lu\u1eadn\"><a id=\"post-124841-_7u4zf1u8y8km\"><\/a><strong>K\u1ebft lu\u1eadn<\/strong><\/h3>\n\n\n\n<p>Nh\u00ecn l\u1ea1i to\u00e0n b\u1ed9 y\u00eau c\u1ea7u, \u0111i\u1ec1u d\u1ec5 nh\u1eadn ra nh\u1ea5t l\u00e0 Hermes Agent \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean ph\u1ea7n c\u1ee9ng r\u1ea5t ph\u1ed5 th\u00f4ng. M\u1ed9t VPS gi\u00e1 r\u1ebb l\u00e0 \u0111\u1ee7 cho nhu c\u1ea7u c\u00e1 nh\u00e2n v\u00e0 b\u1ea5t k\u1ef3 m\u00e1y t\u00ednh n\u00e0o \u0111ang ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ecnh duy\u1ec7t web \u0111\u1ec1u c\u00f3 th\u1ec3 ch\u1ea1y Hermes Agent v\u1edbi model hosted.<\/p>\n\n\n\n<p>Y\u00eau c\u1ea7u th\u1ef1c s\u1ef1 quan tr\u1ecdng duy nh\u1ea5t c\u1ea7n ghi nh\u1edb l\u00e0 context window t\u1ed1i thi\u1ec3u 64K token cho model AI \u2014 \u0111\u00e2y l\u00e0 y\u00eau c\u1ea7u c\u1ee9ng \u0111\u01b0\u1ee3c ki\u1ec3m tra ngay khi kh\u1edfi \u0111\u1ed9ng, kh\u00f4ng c\u00f3 ngo\u1ea1i l\u1ec7. M\u1ecdi th\u1ee9 c\u00f2n l\u1ea1i nh\u01b0 RAM, CPU, \u1ed5 \u0111\u0129a \u0111\u1ec1u c\u00f3 ng\u01b0\u1ee1ng t\u1ed1i thi\u1ec3u r\u1ea5t th\u1ea5p v\u00e0 d\u1ec5 \u0111\u00e1p \u1ee9ng.<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><a id=\"post-124841-_d2gs2wxz52n\"><\/a><strong>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/strong><\/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=\"M\u00e1y_t\u00ednh_c\u0169_RAM_4GB_c\u00f3_ch\u1ea1y_\u0111\u01b0\u1ee3c_Hermes_Agent_kh\u00f4ng?\">M\u00e1y t\u00ednh c\u0169 RAM 4GB c\u00f3 ch\u1ea1y \u0111\u01b0\u1ee3c Hermes Agent 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>Ho\u00e0n to\u00e0n \u0111\u01b0\u1ee3c. Hermes Agent kh\u00f4ng ch\u1ea1y model AI tr\u1ef1c ti\u1ebfp tr\u00ean m\u00e1y c\u1ee7a b\u1ea1n theo m\u1eb7c \u0111\u1ecbnh, model AI ch\u1ea1y tr\u00ean server c\u1ee7a nh\u00e0 cung c\u1ea5p, Hermes ch\u1ec9 l\u00e0 agent k\u1ebft n\u1ed1i \u0111\u1ebfn \u0111\u00f3. V\u1edbi c\u1ea5u h\u00ecnh 4GB RAM v\u00e0 k\u1ebft n\u1ed1i internet \u1ed5n \u0111\u1ecbnh, Hermes ch\u1ea1y tho\u1ea3i m\u00e1i khi d\u00f9ng model hosted nh\u01b0 Claude hay GPT. Ch\u1ec9 khi mu\u1ed1n ch\u1ea1y model AI c\u1ee5c b\u1ed9 qua Ollama th\u00ec RAM m\u1edbi tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 gi\u1edbi h\u1ea1n, l\u00fac \u0111\u00f3 c\u1ea7n t\u1ed1i thi\u1ec3u 8GB tr\u1edf l\u00ean t\u00f9y k\u00edch th\u01b0\u1edbc model.<\/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=\"VPS_1GB_RAM_c\u00f3_\u0111\u1ee7_\u0111\u1ec3_ch\u1ea1y_Hermes_Agent_k\u00e8m_gateway_Telegram_kh\u00f4ng?\">VPS 1GB RAM c\u00f3 \u0111\u1ee7 \u0111\u1ec3 ch\u1ea1y Hermes Agent k\u00e8m gateway Telegram 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>\u0110\u1ee7, nh\u01b0ng v\u1eeba kh\u00edt. Hermes Agent v\u00e0 gateway Telegram c\u1ed9ng l\u1ea1i chi\u1ebfm kho\u1ea3ng 300\u2013500MB RAM khi ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng, c\u00f2n l\u1ea1i kho\u1ea3ng 500MB cho h\u1ec7 \u0111i\u1ec1u h\u00e0nh v\u00e0 c\u00e1c ti\u1ebfn tr\u00ecnh n\u1ec1n. N\u1ebfu \u0111\u1ecbnh b\u1eadt th\u00eam Docker backend ho\u1eb7c ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi, n\u00ean n\u00e2ng l\u00ean 2GB RAM \u0111\u1ec3 c\u00f3 kho\u1ea3ng \u0111\u1ec7m an to\u00e0n.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"T\u1ea1i_sao_model_AI_ph\u1ea3i_c\u00f3_\u00edt_nh\u1ea5t_64K_token_context?_D\u00f9ng_model_nh\u1ecf_h\u01a1n_c\u00f3_\u0111\u01b0\u1ee3c_kh\u00f4ng?\">T\u1ea1i sao model AI ph\u1ea3i c\u00f3 \u00edt nh\u1ea5t 64K token context? D\u00f9ng model nh\u1ecf h\u01a1n c\u00f3 \u0111\u01b0\u1ee3c 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>Model v\u1edbi c\u1eeda s\u1ed5 context nh\u1ecf h\u01a1n 64K kh\u00f4ng th\u1ec3 duy tr\u00ec \u0111\u1ee7 b\u1ed9 nh\u1edb l\u00e0m vi\u1ec7c cho c\u00e1c workflow g\u1ecdi c\u00f4ng c\u1ee5 nhi\u1ec1u b\u01b0\u1edbc v\u00e0 s\u1ebd b\u1ecb t\u1eeb ch\u1ed1i ngay khi kh\u1edfi \u0111\u1ed9ng. L\u00fd do k\u1ef9 thu\u1eadt l\u00e0 Hermes c\u1ea7n gi\u1eef \u0111\u1ed3ng th\u1eddi trong context: l\u1ecbch s\u1eed h\u1ed9i tho\u1ea1i, n\u1ed9i dung MEMORY.md v\u00e0 USER.md, danh s\u00e1ch c\u00f4ng c\u1ee5, k\u1ebft qu\u1ea3 tool call v\u00e0 h\u01b0\u1edbng d\u1eabn c\u1ee7a skill \u0111ang d\u00f9ng \u2014 t\u1ea5t c\u1ea3 c\u1ed9ng l\u1ea1i d\u1ec5 v\u01b0\u1ee3t 32K token khi x\u1eed l\u00fd t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p. May m\u1eafn l\u00e0 h\u1ea7u h\u1ebft model hosted ph\u1ed5 bi\u1ebfn hi\u1ec7n nay \u0111\u1ec1u c\u00f3 context window t\u1eeb 128K tr\u1edf l\u00ean, n\u00ean y\u00eau c\u1ea7u n\u00e0y g\u1ea7n nh\u01b0 kh\u00f4ng c\u00f2n l\u00e0 r\u00e0o c\u1ea3n th\u1ef1c t\u1ebf.<\/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=\"Hermes_Agent_c\u00f3_c\u1ea7n_GPU_kh\u00f4ng?\">Hermes Agent c\u00f3 c\u1ea7n GPU 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>Kh\u00f4ng c\u1ea7n, tr\u1eeb m\u1ed9t tr\u01b0\u1eddng h\u1ee3p c\u1ee5 th\u1ec3. Khi d\u00f9ng model hosted qua API, GPU ho\u00e0n to\u00e0n kh\u00f4ng c\u1ea7n thi\u1ebft v\u00ec to\u00e0n b\u1ed9 t\u00ednh to\u00e1n di\u1ec5n ra tr\u00ean server c\u1ee7a nh\u00e0 cung c\u1ea5p. GPU ch\u1ec9 c\u1ea7n thi\u1ebft khi b\u1ea1n mu\u1ed1n ch\u1ea1y model AI c\u1ee5c b\u1ed9 qua Ollama, vLLM hay llama.cpp tr\u1ef1c ti\u1ebfp tr\u00ean m\u00e1y c\u1ee7a m\u00ecnh. Trong tr\u01b0\u1eddng h\u1ee3p \u0111\u00f3, y\u00eau c\u1ea7u VRAM t\u1ed1i thi\u1ec3u l\u00e0 6GB cho model 7B, 10GB cho model 13B, nh\u01b0ng \u0111\u00e2y l\u00e0 y\u00eau c\u1ea7u \u0111\u1ebfn t\u1eeb model AI, kh\u00f4ng ph\u1ea3i t\u1eeb b\u1ea3n th\u00e2n Hermes Agent.<\/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\": \"M\u00e1y t\u00ednh c\u0169 RAM 4GB c\u00f3 ch\u1ea1y \u0111\u01b0\u1ee3c Hermes Agent kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Ho\u00e0n to\u00e0n \u0111\u01b0\u1ee3c. Hermes Agent kh\u00f4ng ch\u1ea1y model AI tr\u1ef1c ti\u1ebfp tr\u00ean m\u00e1y c\u1ee7a b\u1ea1n theo m\u1eb7c \u0111\u1ecbnh, model AI ch\u1ea1y tr\u00ean server c\u1ee7a nh\u00e0 cung c\u1ea5p, Hermes ch\u1ec9 l\u00e0 agent k\u1ebft n\u1ed1i \u0111\u1ebfn \u0111\u00f3. V\u1edbi c\u1ea5u h\u00ecnh 4GB RAM v\u00e0 k\u1ebft n\u1ed1i internet \u1ed5n \u0111\u1ecbnh, Hermes ch\u1ea1y tho\u1ea3i m\u00e1i khi d\u00f9ng model hosted nh\u01b0 Claude hay GPT. Ch\u1ec9 khi mu\u1ed1n ch\u1ea1y model AI c\u1ee5c b\u1ed9 qua Ollama th\u00ec RAM m\u1edbi tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 gi\u1edbi h\u1ea1n, l\u00fac \u0111\u00f3 c\u1ea7n t\u1ed1i thi\u1ec3u 8GB tr\u1edf l\u00ean t\u00f9y k\u00edch th\u01b0\u1edbc model.<\/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\": \"VPS 1GB RAM c\u00f3 \u0111\u1ee7 \u0111\u1ec3 ch\u1ea1y Hermes Agent k\u00e8m gateway Telegram kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>\u0110\u1ee7, nh\u01b0ng v\u1eeba kh\u00edt. Hermes Agent v\u00e0 gateway Telegram c\u1ed9ng l\u1ea1i chi\u1ebfm kho\u1ea3ng 300\u2013500MB RAM khi ho\u1ea1t \u0111\u1ed9ng b\u00ecnh th\u01b0\u1eddng, c\u00f2n l\u1ea1i kho\u1ea3ng 500MB cho h\u1ec7 \u0111i\u1ec1u h\u00e0nh v\u00e0 c\u00e1c ti\u1ebfn tr\u00ecnh n\u1ec1n. N\u1ebfu \u0111\u1ecbnh b\u1eadt th\u00eam Docker backend ho\u1eb7c ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi, n\u00ean n\u00e2ng l\u00ean 2GB RAM \u0111\u1ec3 c\u00f3 kho\u1ea3ng \u0111\u1ec7m an to\u00e0n.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"T\u1ea1i sao model AI ph\u1ea3i c\u00f3 \u00edt nh\u1ea5t 64K token context? D\u00f9ng model nh\u1ecf h\u01a1n c\u00f3 \u0111\u01b0\u1ee3c kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Model v\u1edbi c\u1eeda s\u1ed5 context nh\u1ecf h\u01a1n 64K kh\u00f4ng th\u1ec3 duy tr\u00ec \u0111\u1ee7 b\u1ed9 nh\u1edb l\u00e0m vi\u1ec7c cho c\u00e1c workflow g\u1ecdi c\u00f4ng c\u1ee5 nhi\u1ec1u b\u01b0\u1edbc v\u00e0 s\u1ebd b\u1ecb t\u1eeb ch\u1ed1i ngay khi kh\u1edfi \u0111\u1ed9ng. L\u00fd do k\u1ef9 thu\u1eadt l\u00e0 Hermes c\u1ea7n gi\u1eef \u0111\u1ed3ng th\u1eddi trong context: l\u1ecbch s\u1eed h\u1ed9i tho\u1ea1i, n\u1ed9i dung MEMORY.md v\u00e0 USER.md, danh s\u00e1ch c\u00f4ng c\u1ee5, k\u1ebft qu\u1ea3 tool call v\u00e0 h\u01b0\u1edbng d\u1eabn c\u1ee7a skill \u0111ang d\u00f9ng \u2014 t\u1ea5t c\u1ea3 c\u1ed9ng l\u1ea1i d\u1ec5 v\u01b0\u1ee3t 32K token khi x\u1eed l\u00fd t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p. May m\u1eafn l\u00e0 h\u1ea7u h\u1ebft model hosted ph\u1ed5 bi\u1ebfn hi\u1ec7n nay \u0111\u1ec1u c\u00f3 context window t\u1eeb 128K tr\u1edf l\u00ean, n\u00ean y\u00eau c\u1ea7u n\u00e0y g\u1ea7n nh\u01b0 kh\u00f4ng c\u00f2n l\u00e0 r\u00e0o c\u1ea3n th\u1ef1c t\u1ebf.<\/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\": \"Hermes Agent c\u00f3 c\u1ea7n GPU kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Kh\u00f4ng c\u1ea7n, tr\u1eeb m\u1ed9t tr\u01b0\u1eddng h\u1ee3p c\u1ee5 th\u1ec3. Khi d\u00f9ng model hosted qua API, GPU ho\u00e0n to\u00e0n kh\u00f4ng c\u1ea7n thi\u1ebft v\u00ec to\u00e0n b\u1ed9 t\u00ednh to\u00e1n di\u1ec5n ra tr\u00ean server c\u1ee7a nh\u00e0 cung c\u1ea5p. GPU ch\u1ec9 c\u1ea7n thi\u1ebft khi b\u1ea1n mu\u1ed1n ch\u1ea1y model AI c\u1ee5c b\u1ed9 qua Ollama, vLLM hay llama.cpp tr\u1ef1c ti\u1ebfp tr\u00ean m\u00e1y c\u1ee7a m\u00ecnh. Trong tr\u01b0\u1eddng h\u1ee3p \u0111\u00f3, y\u00eau c\u1ea7u VRAM t\u1ed1i thi\u1ec3u l\u00e0 6GB cho model 7B, 10GB cho model 13B, nh\u01b0ng \u0111\u00e2y l\u00e0 y\u00eau c\u1ea7u \u0111\u1ebfn t\u1eeb model AI, kh\u00f4ng ph\u1ea3i t\u1eeb b\u1ea3n th\u00e2n Hermes Agent.<\/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>M\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi ph\u1ed5 bi\u1ebfn nh\u1ea5t khi b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u Hermes Agent l\u00e0: &#8220;M\u00e1y t\u00ednh t\u00f4i c\u00f3 \u0111\u1ee7 c\u1ea5u h\u00ecnh kh\u00f4ng?&#8221; ho\u1eb7c &#8220;T\u00f4i c\u1ea7n chu\u1ea9n b\u1ecb g\u00ec tr\u01b0\u1edbc khi c\u00e0i?&#8221;. Th\u1ef1c t\u1ebf, Hermes Agent \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 c\u00e0i v\u00e0 ch\u1ea1y \u0111\u01b0\u1ee3c ngay tr\u00ean h\u1ea7u h\u1ebft c\u00e1c m\u00e1y t\u00ednh c\u00e1 nh\u00e2n, VPS [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":124847,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7592],"tags":[7607],"class_list":["post-124841","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hermes-agent","tag-cau-hinh-chay-hermes-agent"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/124841","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=124841"}],"version-history":[{"count":1,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/124841\/revisions"}],"predecessor-version":[{"id":124848,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/124841\/revisions\/124848"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/124847"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=124841"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=124841"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=124841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}