{"id":125605,"date":"2026-06-10T17:37:05","date_gmt":"2026-06-10T10:37:05","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=125605"},"modified":"2026-10-30T10:58:58","modified_gmt":"2026-10-30T03:58:58","slug":"local-model-la-gi","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/local-model-la-gi\/","title":{"rendered":"Local model l\u00e0 g\u00ec? C\u00f3 n\u00ean d\u00f9ng local model cho AI Agent?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Local model (model AI ch\u1ea1y local) l\u00e0 m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c t\u1ea3i tr\u1ecdng s\u1ed1 v\u1ec1 v\u00e0 ch\u1ea1y suy lu\u1eadn tr\u00ean thi\u1ebft b\u1ecb ho\u1eb7c m\u00e1y ch\u1ee7 do b\u1ea1n ki\u1ec3m so\u00e1t, nh\u01b0 m\u00e1y t\u00ednh c\u00e1 nh\u00e2n, m\u00e1y tr\u1ea1m c\u00f3 GPU, m\u00e1y ch\u1ee7 n\u1ed9i b\u1ed9 hay VPS, thay v\u00ec g\u1eedi prompt t\u1edbi API cloud c\u1ee7a OpenAI, Google hay Anthropic.<\/strong> V\u1edbi AI agent, local model gi\u00fap gi\u1eef d\u1eef li\u1ec7u trong h\u1ea1 t\u1ea7ng ri\u00eang, \u0111\u1ed5i l\u1ea1i b\u1ea1n t\u1ef1 lo ph\u1ea7n c\u1ee9ng v\u00e0 v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00e2y l\u00e0 b\u00e0i t\u1ed5ng quan c\u1ee7a c\u1ee5m &#8220;ch\u1ea1y model local&#8221; tr\u00ean Blog Tino: ph\u1ea7n m\u1ec1m ch\u1ea1y model, n\u01a1i t\u1ea3i model, model m\u1edf n\u00ean ch\u1ecdn v\u00e0 \u0111\u00e1nh \u0111\u1ed5i khi d\u00f9ng model mi\u1ec5n ph\u00ed. N\u1ebfu b\u1ea1n \u0111\u1ecbnh d\u00f9ng model qua API thay v\u00ec ch\u1ea1y tr\u00ean m\u00e1y, xem b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">LLM API key mi\u1ec5n ph\u00ed<\/a>; kh\u00e1i ni\u1ec7m agent c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/ai-agent-la-gi\/\">AI agent l\u00e0 g\u00ec<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Th\u00f4ng tin ph\u1ea7n m\u1ec1m v\u00e0 gi\u1ea5y ph\u00e9p trong b\u00e0i \u0111\u1ed1i chi\u1ebfu ng\u00e0y 29\/10\/2026 theo trang ch\u00ednh th\u1ee9c c\u1ee7a <a href=\"https:\/\/ollama.com\/download\" target=\"_blank\" rel=\"noopener nofollow\">Ollama<\/a>, <a href=\"https:\/\/lmstudio.ai\/docs\/integrations\" target=\"_blank\" rel=\"noopener nofollow\">LM Studio<\/a> v\u00e0 <a href=\"https:\/\/docs.vllm.ai\/en\/latest\/getting_started\/installation\/\" target=\"_blank\" rel=\"noopener nofollow\">vLLM<\/a>. C\u00e1c c\u00f4ng c\u1ee5 c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean, h\u00e3y xem l\u1ea1i tr\u01b0\u1edbc khi c\u00e0i.<\/em><\/p>\n\n\n\n<h2 id=\"\u0110\u00f4i_n\u00e9t_v\u1ec1_local_model\">\u0110\u00f4i n\u00e9t v\u1ec1 local model<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec3u local model c\u1ea7n n\u1eafm hai vi\u1ec7c: model l\u00e0 m\u1ed9t b\u1ed9 tr\u1ecdng s\u1ed1 (file) c\u00f3 th\u1ec3 t\u1ea3i v\u1ec1, v\u00e0 c\u1ea7n m\u1ed9t ph\u1ea7n m\u1ec1m ch\u1ea1y suy lu\u1eadn (inference) \u0111\u1ec3 n\u1ea1p file \u0111\u00f3 v\u00e0o RAM ho\u1eb7c VRAM r\u1ed3i tr\u1ea3 l\u1eddi. Ph\u1ea7n n\u00e0y gi\u1ea3i th\u00edch kh\u00e1i ni\u1ec7m, so s\u00e1nh v\u1edbi g\u1ecdi API v\u00e0 v\u00ec sao agent \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n chatbot.<\/p>\n\n\n\n<h3 id=\"Local_model_l\u00e0_g\u00ec?\">Local model l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Local model l\u00e0 m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c ch\u1ea1y tr\u1ef1c ti\u1ebfp tr\u00ean thi\u1ebft b\u1ecb ho\u1eb7c h\u1ea1 t\u1ea7ng do ng\u01b0\u1eddi d\u00f9ng ki\u1ec3m so\u00e1t, ch\u1eb3ng h\u1ea1n m\u00e1y t\u00ednh c\u00e1 nh\u00e2n, m\u00e1y tr\u1ea1m c\u00f3 GPU, m\u00e1y ch\u1ee7 n\u1ed9i b\u1ed9 ho\u1eb7c VPS chuy\u00ean d\u1ee5ng. Thay v\u00ec g\u1eedi prompt l\u00ean API cloud, to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh suy lu\u1eadn \u0111\u01b0\u1ee3c x\u1eed l\u00fd trong m\u00f4i tr\u01b0\u1eddng ri\u00eang.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ea1n c\u00e0i m\u1ed9t ph\u1ea7n m\u1ec1m ch\u1ea1y model nh\u01b0 <a href=\"https:\/\/tino.vn\/blog\/ollama-ai-la-gi\/\">Ollama<\/a>, <a href=\"https:\/\/tino.vn\/blog\/lm-studio-la-gi\/\">LM Studio<\/a>, vLLM ho\u1eb7c llama.cpp, t\u1ea3i model t\u1eeb kho nh\u01b0 <a href=\"https:\/\/tino.vn\/blog\/hugging-face-la-gi\/\">Hugging Face<\/a>, r\u1ed3i cho agent g\u1ecdi t\u1edbi \u0111\u1ecba ch\u1ec9 API tr\u00ean m\u00e1y (v\u00ed d\u1ee5 <code>http:\/\/localhost:11434<\/code> c\u1ee7a Ollama, <code>http:\/\/localhost:1234\/v1<\/code> c\u1ee7a LM Studio) thay v\u00ec API b\u00ean ngo\u00e0i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi chatbot th\u00f4ng th\u01b0\u1eddng, model ch\u1ec9 c\u1ea7n \u0111\u1ecdc c\u00e2u h\u1ecfi v\u00e0 t\u1ea1o c\u00e2u tr\u1ea3 l\u1eddi. V\u1edbi c\u00e1c AI Agent t\u1ef1 tr\u1ecb nh\u01b0 Hermes Agent ho\u1eb7c OpenClaw, y\u00eau c\u1ea7u ph\u1ee9c t\u1ea1p h\u01a1n nhi\u1ec1u. Agent ph\u1ea3i hi\u1ec3u m\u1ee5c ti\u00eau, chia nh\u1ecf nhi\u1ec7m v\u1ee5, ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p, g\u1ecdi l\u1ec7nh, \u0111\u1ecdc k\u1ebft qu\u1ea3, ghi nh\u1edb ng\u1eef c\u1ea3nh v\u00e0 ti\u1ebfp t\u1ee5c x\u1eed l\u00fd qua nhi\u1ec1u v\u00f2ng. V\u00ec v\u1eady, local model cho AI Agent c\u1ea7n \u0111\u00e1p \u1ee9ng nhi\u1ec1u y\u1ebfu t\u1ed1 h\u01a1n so v\u1edbi m\u1ed9t model chat c\u01a1 b\u1ea3n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t model d\u00f9ng t\u1ed1t cho tr\u00f2 chuy\u1ec7n ch\u01b0a ch\u1eafc ph\u00f9 h\u1ee3p v\u1edbi agent. L\u00fd do l\u00e0 agent c\u1ea7n kh\u1ea3 n\u0103ng g\u1ecdi c\u00f4ng c\u1ee5 ch\u00ednh x\u00e1c, gi\u1eef context d\u00e0i, tu\u00e2n th\u1ee7 h\u01b0\u1edbng d\u1eabn t\u1ed1t v\u00e0 h\u1ea1n ch\u1ebf h\u00e0nh vi t\u1ef1 suy \u0111o\u00e1n khi thao t\u00e1c v\u1edbi file, terminal, tr\u00ecnh duy\u1ec7t ho\u1eb7c API.<\/p>\n\n\n\n<h3 id=\"Local_model_kh\u00e1c_d\u00f9ng_model_qua_API_th\u1ebf_n\u00e0o?\">Local model kh\u00e1c d\u00f9ng model qua API th\u1ebf n\u00e0o?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00e1c bi\u1ec7t ch\u00ednh n\u1eb1m \u1edf ch\u1ed7 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd \u1edf \u0111\u00e2u v\u00e0 ti\u1ec1n \u0111\u01b0\u1ee3c tr\u1ea3 cho c\u00e1i g\u00ec. Local model x\u1eed l\u00fd ngay tr\u00ean m\u00e1y ho\u1eb7c m\u00e1y ch\u1ee7 m\u00e0 b\u1ea1n qu\u1ea3n l\u00fd, t\u1ed1n ti\u1ec1n thi\u1ebft b\u1ecb v\u00e0 c\u00f4ng s\u1ee9c; model qua API x\u1eed l\u00fd tr\u00ean m\u00e1y ch\u1ee7 c\u1ee7a nh\u00e0 cung c\u1ea5p, t\u00ednh ti\u1ec1n theo m\u1ee9c s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1400\" height=\"750\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-local-va-api.webp\" alt=\"S\u01a1 \u0111\u1ed3 so s\u00e1nh: v\u1edbi local model, agent g\u1eedi prompt t\u1edbi model ch\u1ea1y trong h\u1ea1 t\u1ea7ng c\u1ee7a b\u1ea1n (Ollama, LM Studio), tr\u1ea3 chi ph\u00ed ph\u1ea7n c\u1ee9ng, \u0111i\u1ec7n, c\u00f4ng v\u1eadn h\u00e0nh; v\u1edbi API, agent g\u1eedi prompt qua Internet t\u1edbi API c\u1ee7a h\u00e3ng (OpenAI, Google), tr\u1ea3 theo token ho\u1eb7c g\u00f3i\" class=\"wp-image-132881\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-local-va-api.webp 1400w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-local-va-api-300x161.webp 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-local-va-api-1024x549.webp 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-local-va-api-768x411.webp 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Ti\u00eau ch\u00ed<\/th><th>Local model<\/th><th>Model qua API<\/th><\/tr><\/thead><tbody><tr><td>D\u1eef li\u1ec7u prompt<\/td><td>\u1ede l\u1ea1i m\u00e1y ho\u1eb7c m\u00e1y ch\u1ee7 c\u1ee7a b\u1ea1n<\/td><td>G\u1eedi t\u1edbi m\u00e1y ch\u1ee7 c\u1ee7a h\u00e3ng, theo ch\u00ednh s\u00e1ch d\u1eef li\u1ec7u c\u1ee7a h\u00e3ng<\/td><\/tr><tr><td>Chi ph\u00ed<\/td><td>Ph\u1ea7n c\u1ee9ng, \u0111i\u1ec7n, th\u1eddi gian c\u00e0i \u0111\u1eb7t<\/td><td>Theo token ho\u1eb7c g\u00f3i; c\u00f3 th\u1ec3 c\u00f3 h\u1ea1n m\u1ee9c mi\u1ec5n ph\u00ed<\/td><\/tr><tr><td>Ch\u1ea5t l\u01b0\u1ee3ng<\/td><td>Tu\u1ef3 model m\u1edf b\u1ea1n ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean ph\u1ea7n c\u1ee9ng hi\u1ec7n c\u00f3<\/td><td>D\u00f9ng \u0111\u01b0\u1ee3c c\u00e1c model th\u01b0\u01a1ng m\u1ea1i m\u1edbi c\u1ee7a h\u00e3ng<\/td><\/tr><tr><td>C\u1eadp nh\u1eadt model<\/td><td>T\u1ef1 t\u1ea3i b\u1ea3n m\u1edbi<\/td><td>H\u00e3ng c\u1eadp nh\u1eadt, nh\u01b0ng c\u0169ng c\u00f3 th\u1ec3 ng\u1eebng model c\u0169<\/td><\/tr><tr><td>C\u1ea7n m\u1ea1ng<\/td><td>Kh\u00f4ng, sau khi \u0111\u00e3 t\u1ea3i model<\/td><td>C\u00f3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 id=\"T\u1ea1i_sao_nhi\u1ec1u_ng\u01b0\u1eddi_mu\u1ed1n_d\u00f9ng_local_model_cho_AI_Agent?\">T\u1ea1i sao nhi\u1ec1u ng\u01b0\u1eddi mu\u1ed1n d\u00f9ng local model cho AI Agent?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 ba l\u00fd do ch\u00ednh khi\u1ebfn nhi\u1ec1u ng\u01b0\u1eddi ch\u1ea1y local model cho AI agent: ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u, chi ph\u00ed khi agent g\u1ecdi model li\u00ean t\u1ee5c, v\u00e0 quy\u1ec1n tu\u1ef3 ch\u1ec9nh to\u00e0n b\u1ed9 ph\u1ea7n ch\u1ea1y model. M\u1ed7i l\u00fd do \u0111\u1ec1u c\u00f3 c\u00e1i gi\u00e1 ri\u00eang, \u0111\u01b0\u1ee3c n\u00f3i \u1edf m\u1ee5c \u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m ngay sau.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Th\u1ee9 nh\u1ea5t l\u00e0 quy\u1ec1n ki\u1ec3m so\u00e1t.<\/strong> Khi ch\u1ea1y local model, d\u1eef li\u1ec7u kh\u00f4ng c\u1ea7n \u0111i qua API b\u00ean ngo\u00e0i trong qu\u00e1 tr\u00ecnh inference. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng v\u1edbi doanh nghi\u1ec7p, l\u1eadp tr\u00ecnh vi\u00ean, nh\u00f3m v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng ho\u1eb7c ng\u01b0\u1eddi d\u00f9ng x\u1eed l\u00fd t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9.<\/li>\n\n\n<li><strong>Th\u1ee9 hai l\u00e0 chi ph\u00ed. <\/strong>N\u1ebfu agent ch\u1ea1y th\u01b0\u1eddng xuy\u00ean, g\u1ecdi model li\u00ean t\u1ee5c ho\u1eb7c x\u1eed l\u00fd workflow d\u00e0i, chi ph\u00ed API c\u00f3 th\u1ec3 t\u0103ng nhanh. Local model gi\u00fap bi\u1ebfn chi ph\u00ed theo l\u01b0\u1ee3t d\u00f9ng th\u00e0nh chi ph\u00ed \u0111\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng ho\u1eb7c h\u1ea1 t\u1ea7ng c\u1ed1 \u0111\u1ecbnh h\u01a1n.<\/li>\n\n\n<li><strong>Th\u1ee9 ba l\u00e0 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh<\/strong>. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ecdn model ri\u00eang, c\u1ea5u h\u00ecnh context, \u0111i\u1ec1u ch\u1ec9nh quantization, thay \u0111\u1ed5i backend inference, th\u00eam parser tool calling ho\u1eb7c k\u1ebft h\u1ee3p nhi\u1ec1u model cho nhi\u1ec1u vai tr\u00f2 kh\u00e1c nhau.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, local model kh\u00f4ng mi\u1ec5n ph\u00ed: b\u1ea1n v\u1eabn tr\u1ea3 ti\u1ec1n ph\u1ea7n c\u1ee9ng, \u0111i\u1ec7n, b\u1ea3o tr\u00ec v\u00e0 th\u1eddi gian c\u1ea5u h\u00ecnh. C\u00e1c \u0111\u00e1nh \u0111\u1ed5i khi ch\u1ecdn model mi\u1ec5n ph\u00ed (local ho\u1eb7c g\u00f3i free c\u1ee7a API) \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/uu-nhuoc-diem-khi-dung-model-ai-mien-phi\/\">\u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m khi d\u00f9ng model AI mi\u1ec5n ph\u00ed<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hai framework agent t\u1ef1 host hay \u0111\u01b0\u1ee3c d\u00f9ng v\u1edbi local model l\u00e0 <a href=\"https:\/\/tino.vn\/blog\/openclaw-la-gi\/\">OpenClaw<\/a> v\u00e0 <a href=\"https:\/\/tino.vn\/blog\/hermes-agent-la-gi\/\">Hermes Agent<\/a>.<\/p>\n\n\n\n<h2 id=\"\u01afu_&#8211;_nh\u01b0\u1ee3c_\u0111i\u1ec3m_khi_d\u00f9ng_local_model_cho_AI_Agent\">\u01afu &#8211; nh\u01b0\u1ee3c \u0111i\u1ec3m khi d\u00f9ng local model cho AI Agent<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Local model cho AI agent m\u1ea1nh \u1edf quy\u1ec1n ri\u00eang t\u01b0, chi ph\u00ed d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c v\u00e0 kh\u1ea3 n\u0103ng ch\u1ea1y \u0111\u1ed9c l\u1eadp v\u1edbi nh\u00e0 cung c\u1ea5p API; \u0111i\u1ec3m y\u1ebfu l\u00e0 \u0111\u00f2i h\u1ecfi ph\u1ea7n c\u1ee9ng, ng\u1eef c\u1ea3nh d\u00e0i t\u1ed1n b\u1ed9 nh\u1edb, kh\u1ea3 n\u0103ng g\u1ecdi c\u00f4ng c\u1ee5 kh\u00f4ng \u0111\u1ec1u gi\u1eefa c\u00e1c model v\u00e0 c\u00f4ng s\u1ee9c v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<h3 id=\"\u01afu_\u0111i\u1ec3m\">\u01afu \u0111i\u1ec3m<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Quy\u1ec1n ri\u00eang t\u01b0:<\/strong> d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m (m\u00e3 ngu\u1ed3n, t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9, th\u00f4ng tin kh\u00e1ch h\u00e0ng) \u0111\u01b0\u1ee3c x\u1eed l\u00fd trong m\u00f4i tr\u01b0\u1eddng ri\u00eang, gi\u1ea3m ph\u1ee5 thu\u1ed9c v\u00e0o m\u00e1y ch\u1ee7 b\u00ean th\u1ee9 ba.<\/li>\n\n\n<li><strong>Chi ph\u00ed d\u00e0i h\u1ea1n d\u1ec5 d\u1ef1 \u0111o\u00e1n:<\/strong> v\u1edbi agent ch\u1ea1y li\u00ean t\u1ee5c, l\u1eb7p nhi\u1ec1u workflow, chi ph\u00ed l\u00e0 ph\u1ea7n c\u1ee9ng c\u1ed1 \u0111\u1ecbnh thay v\u00ec ho\u00e1 \u0111\u01a1n t\u00ednh theo t\u1eebng token.<\/li>\n\n\n<li><strong>V\u1eadn h\u00e0nh \u0111\u1ed9c l\u1eadp:<\/strong> gi\u1ea3m r\u1ee7i ro gi\u00e1n \u0111o\u1ea1n do nh\u00e0 cung c\u1ea5p API \u0111\u1ed5i gi\u00e1, \u0111\u1ed5i gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9 hay ng\u1eebng model; ch\u1ea1y \u0111\u01b0\u1ee3c c\u1ea3 khi kh\u00f4ng c\u00f3 Internet.<\/li>\n\n\n<li><strong>Tu\u1ef3 bi\u1ebfn linh ho\u1ea1t:<\/strong> ch\u1ecdn model ri\u00eang cho t\u1eebng lo\u1ea1i vi\u1ec7c (code, suy lu\u1eadn, ng\u00f4n ng\u1eef) v\u00e0 d\u1ec5 k\u1ebft h\u1ee3p: ch\u1ea1y local cho vi\u1ec7c nh\u1eb9, g\u1ecdi API cloud cho vi\u1ec7c kh\u00f3.<\/li>\n\n\n<li><strong>H\u1ee3p v\u1edbi agent t\u1ef1 host:<\/strong> framework nh\u01b0 Hermes Agent hay OpenClaw \u0111\u1ec1u nh\u1eadn model qua endpoint t\u01b0\u01a1ng th\u00edch OpenAI, n\u00ean c\u00f3 th\u1ec3 n\u1ed1i v\u1edbi model ch\u1ea1y local.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"Nh\u01b0\u1ee3c_\u0111i\u1ec3m\">Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng kh\u1eaft khe:<\/strong> R\u00e0o c\u1ea3n ch\u00ednh l\u00e0 c\u1ea7n m\u00e1y t\u00ednh ho\u1eb7c m\u00e1y ch\u1ee7 \u0111\u1ee7 RAM v\u00e0 VRAM cho model b\u1ea1n mu\u1ed1n ch\u1ea1y. Ph\u1ea7n c\u1ee9ng y\u1ebfu s\u1ebd khi\u1ebfn AI hi\u1ec3u sai y\u00eau c\u1ea7u ho\u1eb7c m\u1ea5t m\u1ea1ch l\u00e0m vi\u1ec7c.<\/li>\n\n\n<li><strong>Hao t\u1ed1n t\u00e0i nguy\u00ean cho ng\u1eef c\u1ea3nh d\u00e0i:<\/strong> Vi\u1ec7c ph\u1ea3i ghi nh\u1edb li\u00ean t\u1ee5c chu\u1ed7i l\u1ecbch s\u1eed thao t\u00e1c, log l\u1ed7i hay t\u00e0i li\u1ec7u dung l\u01b0\u1ee3ng l\u1edbn khi\u1ebfn b\u1ed9 nh\u1edb b\u1ecb chi\u1ebfm d\u1ee5ng r\u1ea5t nhanh.<\/li>\n\n\n<li><strong>K\u1ef9 n\u0103ng g\u1ecdi c\u00f4ng c\u1ee5 (Tool calling) ch\u01b0a \u0111\u1ed3ng \u0111\u1ec1u:<\/strong> Nhi\u1ec1u m\u00f4 h\u00ecnh c\u1ee5c b\u1ed9 ph\u00e2n t\u00edch t\u1ed1t nh\u01b0ng l\u1ea1i g\u1ecdi h\u00e0m (function) k\u00e9m ho\u1eb7c kh\u00f4ng \u1ed5n \u0111\u1ecbnh. Vi\u1ec7c t\u00ecm ki\u1ebfm m\u1ed9t model v\u1eeba th\u00f4ng minh v\u1eeba th\u1ef1c thi l\u1ec7nh chu\u1ea9n x\u00e1c l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c.<\/li>\n\n\n<li><strong>T\u1ed1c \u0111\u1ed9 c\u00f3 th\u1ec3 thua k\u00e9m Cloud API:<\/strong> Th\u1eddi gian ph\u1ea3n h\u1ed3i ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o c\u1ea5u h\u00ecnh thi\u1ebft b\u1ecb. \u1ede nh\u1eefng t\u00e1c v\u1ee5 nhi\u1ec1u b\u01b0\u1edbc, t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd th\u01b0\u1eddng ch\u1eadm h\u01a1n r\u00f5 r\u1ec7t so v\u1edbi h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y t\u1ed1i \u01b0u s\u1eb5n.<\/li>\n\n\n<li><strong>Thi\u1ebft l\u1eadp v\u00e0 b\u1ea3o tr\u00ec ph\u1ee9c t\u1ea1p:<\/strong> \u0110\u00f2i h\u1ecfi ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i c\u00f3 n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt t\u1ed1t \u0111\u1ec3 c\u00e0i \u0111\u1eb7t backend, c\u1ea5u h\u00ecnh m\u00f4i tr\u01b0\u1eddng v\u00e0 x\u1eed l\u00fd l\u1ed7i thay v\u00ec ch\u1ec9 vi\u1ec7c nh\u1eadp API key l\u00e0 d\u00f9ng \u0111\u01b0\u1ee3c ngay.<\/li>\n\n\n<li><strong>V\u1eabn t\u1ed3n t\u1ea1i r\u1ee7i ro b\u1ea3o m\u1eadt:<\/strong> Ch\u1ea1y n\u1ed9i b\u1ed9 kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 an to\u00e0n. H\u1ec7 th\u1ed1ng v\u1eabn c\u00f3 nguy c\u01a1 b\u1ecb t\u1ea5n c\u00f4ng (nh\u01b0 prompt injection) ho\u1eb7c v\u00f4 t\u00ecnh th\u1ef1c thi l\u1ec7nh nguy hi\u1ec3m n\u1ebfu ng\u01b0\u1eddi qu\u1ea3n tr\u1ecb thi\u1ebfu c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t quy\u1ec1n h\u1ea1n v\u00e0 m\u00f4i tr\u01b0\u1eddng c\u00e1ch ly (sandbox).<\/li>\n<\/ul>\n\n\n\n<h2 id=\"Khi_n\u00e0o_n\u00ean_d\u00f9ng_v\u00e0_kh\u00f4ng_n\u00ean_d\u00f9ng_local_model_cho_AI_Agent?\">Khi n\u00e0o n\u00ean d\u00f9ng v\u00e0 kh\u00f4ng n\u00ean d\u00f9ng local model cho AI Agent?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00ean d\u00f9ng local model khi d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, kh\u1ed1i l\u01b0\u1ee3ng vi\u1ec7c l\u1eb7p l\u1ea1i l\u1edbn v\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 ph\u1ea7n c\u1ee9ng ph\u00f9 h\u1ee3p. Kh\u00f4ng n\u00ean d\u00f9ng khi c\u1ea7n k\u1ebft qu\u1ea3 \u1ed5n \u0111\u1ecbnh ngay, m\u00e1y qu\u00e1 y\u1ebfu, c\u1ea7n l\u1eadp lu\u1eadn \u1edf m\u1ee9c c\u00e1c model th\u01b0\u01a1ng m\u1ea1i m\u1edbi, ho\u1eb7c ch\u01b0a c\u00f3 quy tr\u00ecnh ki\u1ec3m so\u00e1t quy\u1ec1n c\u1ee7a agent.<\/p>\n\n\n\n<h3 id=\"Khi_n\u00e0o_N\u00caN_d\u00f9ng_local__model_cho_AI_Agent?\">Khi n\u00e0o N\u00caN d\u00f9ng local  model cho AI Agent?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>X\u1eed l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m:<\/strong> m\u00e3 ngu\u1ed3n, t\u00e0i li\u1ec7u doanh nghi\u1ec7p hay d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c x\u1eed l\u00fd trong m\u1ea1ng n\u1ed9i b\u1ed9. V\u1eabn c\u1ea7n ph\u00e2n quy\u1ec1n truy c\u1eadp ch\u1eb7t ch\u1ebd.<\/li>\n\n\n<li><strong>T\u1eadn d\u1ee5ng ph\u1ea7n c\u1ee9ng s\u1eb5n c\u00f3:<\/strong> \u0111\u00e1ng c\u00e2n nh\u1eafc n\u1ebfu b\u1ea1n \u0111\u00e3 c\u00f3 m\u00e1y tr\u1ea1m GPU ho\u1eb7c m\u00e1y ch\u1ee7 ri\u00eang. VPS ch\u1ec9 c\u00f3 CPU th\u00ec h\u1ee3p v\u1edbi model nh\u1ecf, xem m\u1ee5c ch\u1ea1y tr\u00ean VPS b\u00ean d\u01b0\u1edbi.<\/li>\n\n\n<li><strong>Kh\u1ed1i l\u01b0\u1ee3ng vi\u1ec7c l\u1edbn, l\u1eb7p l\u1ea1i:<\/strong> quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng ch\u1ea1y h\u1eb1ng ng\u00e0y (ph\u00e2n t\u00edch log, t\u1ea1o b\u00e1o c\u00e1o); kh\u1ed1i l\u01b0\u1ee3ng c\u00e0ng l\u1edbn th\u00ec so v\u1edbi tr\u1ea3 ti\u1ec1n API theo token c\u00e0ng d\u1ec5 c\u00f3 l\u1ee3i.<\/li>\n\n\n<li><strong>Mu\u1ed1n l\u00e0m ch\u1ee7 h\u1ec7 th\u1ed1ng:<\/strong> \u0111\u1ed9i k\u1ef9 thu\u1eadt t\u1ef1 ki\u1ec3m so\u00e1t m\u1ecdi th\u00e0nh ph\u1ea7n t\u1eeb b\u1ed9 nh\u1edb, c\u00f4ng c\u1ee5 \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng ch\u1ea1y (sandbox).<\/li>\n\n\n<li><strong>C\u00f3 th\u1eddi gian t\u1ed1i \u01b0u d\u1ea7n:<\/strong> d\u1ef1 \u00e1n ch\u1ea5p nh\u1eadn th\u1eed nhi\u1ec1u model v\u00e0 c\u1ea5u h\u00ecnh tr\u01b0\u1edbc khi ch\u1ea1y th\u1eadt.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"Khi_n\u00e0o_KH\u00d4NG_N\u00caN_d\u00f9ng_local_model?\">Khi n\u00e0o KH\u00d4NG N\u00caN d\u00f9ng local model?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u1ea7n k\u1ebft qu\u1ea3 \u1ed5n \u0111\u1ecbnh ngay:<\/strong> d\u1ef1 \u00e1n ph\u1ea3i tri\u1ec3n khai nhanh cho kh\u00e1ch h\u00e0ng th\u00ec API c\u1ee7a c\u00e1c nh\u00e0 cung c\u1ea5p l\u1edbn th\u01b0\u1eddng nhanh v\u00e0 \u00edt r\u1ee7i ro h\u01a1n.<\/li>\n\n\n<li><strong>Thi\u1ebft b\u1ecb hi\u1ec7n t\u1ea1i qu\u00e1 y\u1ebfu:<\/strong> m\u00e1y v\u0103n ph\u00f2ng c\u01a1 b\u1ea3n khi\u1ebfn agent ph\u1ea3n h\u1ed3i ch\u1eadm v\u00e0 d\u1ec5 m\u1ea5t m\u1ea1ch khi x\u1eed l\u00fd chu\u1ed7i nhi\u1ec7m v\u1ee5 d\u00e0i.<\/li>\n\n\n<li><strong>C\u1ea7n l\u1eadp lu\u1eadn r\u1ea5t ph\u1ee9c t\u1ea1p:<\/strong> v\u1edbi thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng hay ph\u00e2n t\u00edch chuy\u00ean s\u00e2u, model ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean ph\u1ea7n c\u1ee9ng c\u00e1 nh\u00e2n th\u01b0\u1eddng ch\u01b0a b\u1eb1ng c\u00e1c model th\u01b0\u01a1ng m\u1ea1i m\u1edbi.<\/li>\n\n\n<li><strong>Ch\u01b0a c\u00f3 quy tr\u00ecnh b\u1ea3o m\u1eadt:<\/strong> kh\u00f4ng n\u00ean tri\u1ec3n khai khi ch\u01b0a c\u00f3 c\u01a1 ch\u1ebf gi\u00e1m s\u00e1t h\u00e0nh \u0111\u1ed9ng, l\u01b0u log v\u00e0 gi\u1edbi h\u1ea1n quy\u1ec1n truy c\u1eadp cho agent.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"N\u00ean_ch\u1ecdn_local_model_nh\u01b0_th\u1ebf_n\u00e0o?\">N\u00ean ch\u1ecdn local model nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u1ecdn local model cho agent n\u00ean d\u1ef1a v\u00e0o vi\u1ec7c agent ph\u1ea3i l\u00e0m, kh\u00f4ng d\u1ef1a v\u00e0o \u0111i\u1ec3m benchmark chung. N\u0103m ti\u00eau ch\u00ed quan tr\u1ecdng l\u00e0 ng\u1eef c\u1ea3nh, g\u1ecdi c\u00f4ng c\u1ee5, tu\u00e2n th\u1ee7 h\u01b0\u1edbng d\u1eabn, kh\u1ea3 n\u0103ng code v\u00e0 m\u1ee9c t\u00e0i nguy\u00ean ph\u1ea7n c\u1ee9ng; sau \u0111\u00f3 m\u1edbi chia model theo nh\u00f3m nhu c\u1ea7u.<\/p>\n\n\n\n<h3 id=\"Ti\u00eau_ch\u00ed_l\u1ef1a_ch\u1ecdn_local_model_cho_AI_Agent\">Ti\u00eau ch\u00ed l\u1ef1a ch\u1ecdn local model cho AI Agent<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng c\u00f3 model n\u00e0o h\u1ee3p v\u1edbi m\u1ecdi t\u00ecnh hu\u1ed1ng. H\u00e3y quy\u1ebft \u0111\u1ecbnh theo nhi\u1ec7m v\u1ee5 ch\u00ednh c\u1ee7a agent, v\u1edbi c\u00e1c ti\u00eau ch\u00ed \u01b0u ti\u00ean sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>B\u1ed9 nh\u1edb ng\u1eef c\u1ea3nh (Context) d\u00e0i:<\/strong> Ph\u1ea3i \u0111\u1ee7 s\u1ee9c ghi nh\u1edb th\u00f4ng tin cho to\u00e0n b\u1ed9 m\u1ed9t quy tr\u00ecnh nhi\u1ec1u b\u01b0\u1edbc.<\/li>\n\n\n<li><strong>G\u1ecdi c\u00f4ng c\u1ee5 (Tool calling) chu\u1ea9n x\u00e1c:<\/strong> g\u1ecdi \u0111\u00fang h\u00e0m, \u0111\u00fang tham s\u1ed1 khi k\u1ebft n\u1ed1i v\u1edbi API, tr\u00ecnh duy\u1ec7t hay h\u1ec7 th\u1ed1ng t\u1ec7p.<\/li>\n\n\n<li><strong>Tu\u00e2n th\u1ee7 m\u1ec7nh l\u1ec7nh (Instruction following):<\/strong> b\u00e1m s\u00e1t y\u00eau c\u1ea7u, h\u1ea1n ch\u1ebf t\u1ef1 \u00fd l\u00e0m vi\u1ec7c ngo\u00e0i ph\u1ea1m vi.<\/li>\n\n\n<li><strong>K\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh t\u1ed1t:<\/strong> quan tr\u1ecdng khi agent nh\u01b0 Hermes Agent ho\u1eb7c OpenClaw ph\u1ea3i s\u1eeda file, ch\u1ea1y l\u1ec7nh.<\/li>\n\n\n<li><strong>T\u1ed1i \u01b0u t\u00e0i nguy\u00ean:<\/strong> T\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i ph\u1ea3i ph\u00f9 h\u1ee3p v\u1edbi ph\u1ea7n c\u1ee9ng, \u01b0u ti\u00ean c\u00e1c phi\u00ean b\u1ea3n \u0111\u01b0\u1ee3c n\u00e9n (quantized) ch\u1ea5t l\u01b0\u1ee3ng cao n\u1ebfu dung l\u01b0\u1ee3ng VRAM h\u1ea1n ch\u1ebf.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Gi\u1ea5y ph\u00e9p c\u0169ng l\u00e0 ti\u00eau ch\u00ed: nhi\u1ec1u model &#8220;m\u1edf&#8221; ch\u1ec9 m\u1edf tr\u1ecdng s\u1ed1 v\u00e0 c\u00f3 \u0111i\u1ec1u kho\u1ea3n ri\u00eang, kh\u00f4ng ph\u1ea3i m\u00e3 ngu\u1ed3n m\u1edf ho\u00e0n to\u00e0n. Danh s\u00e1ch model m\u1edf k\u00e8m gi\u1ea5y ph\u00e9p c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/mo-hinh-llm-open-source\/\">c\u00e1c m\u00f4 h\u00ecnh LLM open source<\/a>; c\u00e1ch \u0111\u1ecdc model card tr\u00ean Hugging Face c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/hugging-face-la-gi\/\">Hugging Face l\u00e0 g\u00ec<\/a>.<\/p>\n\n\n\n<h3 id=\"Ph\u00e2n_lo\u1ea1i_model_theo_nhu_c\u1ea7u_th\u1ef1c_t\u1ebf\">Ph\u00e2n lo\u1ea1i model theo nhu c\u1ea7u th\u1ef1c t\u1ebf<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nh\u00f3m thi\u00ean v\u1ec1 l\u1eadp tr\u00ecnh:<\/strong> ch\u1ecdn c\u00e1c model c\u00f3 b\u1ea3n chuy\u00ean code (nhi\u1ec1u d\u00f2ng nh\u01b0 Qwen, DeepSeek, Mistral c\u00f3 b\u1ea3n n\u00e0y) v\u00e0 ng\u1eef c\u1ea3nh d\u00e0i \u0111\u1ec3 \u0111\u1ecdc m\u00e3 ngu\u1ed3n, d\u00f2 l\u1ed7i, thao t\u00e1c terminal. Ki\u1ec3m gi\u1ea5y ph\u00e9p tr\u00ean model card tr\u01b0\u1edbc khi d\u00f9ng th\u01b0\u01a1ng m\u1ea1i.<\/li>\n\n\n<li><strong>Nh\u00f3m thi\u00ean v\u1ec1 g\u1ecdi c\u00f4ng c\u1ee5:<\/strong> \u0111i\u1ec3m chat kh\u00f4ng quan tr\u1ecdng b\u1eb1ng kh\u1ea3 n\u0103ng g\u1ecdi h\u00e0m (function calling). H\u00e3y th\u1eed th\u1ef1c t\u1ebf b\u1eb1ng c\u00e1ch y\u00eau c\u1ea7u agent \u0111\u1ecdc file ho\u1eb7c ch\u1ea1y l\u1ec7nh gi\u1ea3 l\u1eadp.<\/li>\n\n\n<li><strong>Nh\u00f3m thi\u00ean v\u1ec1 suy lu\u1eadn:<\/strong> d\u00f9ng \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch, ra quy\u1ebft \u0111\u1ecbnh nhi\u1ec1u b\u01b0\u1edbc. C\u00e1ch l\u00e0m hay g\u1eb7p l\u00e0 k\u1ebft h\u1ee3p: local cho vi\u1ec7c nh\u1eb9 h\u1eb1ng ng\u00e0y, \u0111\u1ea9y b\u01b0\u1edbc ph\u00e2n t\u00edch kh\u00f3 l\u00ean API cloud.<\/li>\n\n\n<li><strong>Nh\u00f3m nh\u1eb9 \u0111\u1ec3 th\u1eed nghi\u1ec7m:<\/strong> h\u1ee3p \u0111\u1ec3 h\u1ecdc c\u00e1ch c\u00e0i \u0111\u1eb7t v\u00e0 l\u00e0m quen, nh\u01b0ng ch\u01b0a \u0111\u1ee7 cho quy tr\u00ecnh agent t\u1ef1 ch\u1ea1y trong th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"C\u00e1c_c\u00f4ng_c\u1ee5_ch\u1ea1y_local_model_ph\u1ed5_bi\u1ebfn\">C\u00e1c c\u00f4ng c\u1ee5 ch\u1ea1y local model ph\u1ed5 bi\u1ebfn<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ba c\u00f4ng c\u1ee5 ch\u1ea1y local model hay g\u1eb7p l\u00e0 Ollama (d\u00f2ng l\u1ec7nh, d\u1ec5 b\u1eaft \u0111\u1ea7u), LM Studio (giao di\u1ec7n \u0111\u1ed3 ho\u1ea1) v\u00e0 vLLM (ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng tr\u00ean m\u00e1y ch\u1ee7 GPU). C\u1ea3 ba \u0111\u1ec1u m\u1edf API t\u01b0\u01a1ng th\u00edch OpenAI, n\u00ean agent \u0111\u1ed5i qua l\u1ea1i gi\u1eefa ch\u00fang kh\u00e1 d\u1ec5.<\/p>\n\n\n\n<h3 id=\"Ollama:_d\u1ec5_b\u1eaft_\u0111\u1ea7u_b\u1eb1ng_d\u00f2ng_l\u1ec7nh\">Ollama: d\u1ec5 b\u1eaft \u0111\u1ea7u b\u1eb1ng d\u00f2ng l\u1ec7nh<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama l\u00e0 ph\u1ea7n m\u1ec1m m\u00e3 ngu\u1ed3n m\u1edf ch\u1ea1y model b\u1eb1ng d\u00f2ng l\u1ec7nh: c\u00e0i m\u1ed9t l\u1ea7n, t\u1ea3i model b\u1eb1ng <code>ollama pull<\/code>, ch\u1ea1y b\u1eb1ng <code>ollama run<\/code>, v\u00e0 m\u1edf API t\u1ea1i <code>http:\/\/localhost:11434<\/code> k\u00e8m <a href=\"https:\/\/docs.ollama.com\/api\/openai-compatibility\" target=\"_blank\" rel=\"noopener nofollow\">m\u1ed9t ph\u1ea7n API t\u01b0\u01a1ng th\u00edch OpenAI<\/a>. Ollama c\u00f2n c\u00f3 cloud model d\u00f9ng kh\u00f4ng c\u1ea7n GPU tr\u00ean m\u00e1y. B\u1ea3n m\u1edbi nh\u1ea5t l\u00e0 v0.40.13 (<a href=\"https:\/\/github.com\/ollama\/ollama\/releases\" target=\"_blank\" rel=\"noopener nofollow\">GitHub<\/a>, 28\/10\/2026).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ea1n ch\u1ebf: theo <a href=\"https:\/\/docs.ollama.com\/faq\" target=\"_blank\" rel=\"noopener nofollow\">FAQ c\u1ee7a Ollama<\/a>, m\u1ed7i model m\u1eb7c \u0111\u1ecbnh ch\u1ec9 x\u1eed l\u00fd 1 y\u00eau c\u1ea7u song song (bi\u1ebfn <code>OLLAMA_NUM_PARALLEL<\/code>), v\u00e0 RAM c\u1ea7n t\u0103ng theo s\u1ed1 y\u00eau c\u1ea7u song song nh\u00e2n \u0111\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh, n\u00ean kh\u00f4ng h\u1ee3p v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng c\u00f9ng l\u00fac n\u1ebfu ch\u01b0a ch\u1ec9nh c\u1ea5u h\u00ecnh.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/ollama-ai-la-gi\/\">Ollama l\u00e0 g\u00ec?<\/a><\/p>\n<\/blockquote>\n\n\n\n<h3 id=\"LM_Studio:_giao_di\u1ec7n_\u0111\u1ed3_ho\u1ea1\">LM Studio: giao di\u1ec7n \u0111\u1ed3 ho\u1ea1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LM Studio h\u1ee3p v\u1edbi ng\u01b0\u1eddi kh\u00f4ng mu\u1ed1n d\u00f9ng d\u00f2ng l\u1ec7nh: t\u00ecm v\u00e0 t\u1ea3i model t\u1eeb Hugging Face, chat \u0111\u1ec3 th\u1eed, r\u1ed3i b\u1eadt server API t\u01b0\u01a1ng th\u00edch OpenAI \u1edf c\u1ed5ng 1234. Theo <a href=\"https:\/\/lmstudio.ai\/docs\/integrations\" target=\"_blank\" rel=\"noopener nofollow\">trang Integrations c\u1ee7a LM Studio<\/a> (29\/10\/2026), Hermes Agent v\u00e0 OpenClaw \u0111\u1ec1u nh\u1eadn LM Studio l\u00e0m nh\u00e0 cung c\u1ea5p model; OpenClaw c\u00f2n d\u00f9ng \u0111\u01b0\u1ee3c LM Studio l\u00e0m nh\u00e0 cung c\u1ea5p embedding cho t\u00ecm ki\u1ebfm b\u1ed9 nh\u1edb (<a href=\"https:\/\/lmstudio.ai\/docs\/integrations\/openclaw\" target=\"_blank\" rel=\"noopener nofollow\">h\u01b0\u1edbng d\u1eabn<\/a>). Tr\u00ean m\u00e1y ch\u1ee7 kh\u00f4ng giao di\u1ec7n, LM Studio c\u00f3 b\u1ea3n ch\u1ea1y n\u1ec1n llmster.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/lm-studio-la-gi\/\">LM Studio l\u00e0 g\u00ec?<\/a><\/p>\n<\/blockquote>\n\n\n\n<h3 id=\"vLLM:_ph\u1ee5c_v\u1ee5_nhi\u1ec1u_ng\u01b0\u1eddi_d\u00f9ng\">vLLM: ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">vLLM l\u00e0 th\u01b0 vi\u1ec7n m\u00e3 ngu\u1ed3n m\u1edf \u0111\u1ec3 ph\u1ee5c v\u1ee5 model cho nhi\u1ec1u y\u00eau c\u1ea7u \u0111\u1ed3ng th\u1eddi, hay d\u00f9ng khi m\u1ed9t nh\u00f3m ho\u1eb7c m\u1ed9t \u1ee9ng d\u1ee5ng c\u1ea7n chung m\u1ed9t model tr\u00ean m\u00e1y ch\u1ee7. T\u00e0i li\u1ec7u c\u00e0i \u0111\u1eb7t c\u1ee7a <a href=\"https:\/\/docs.vllm.ai\/en\/latest\/getting_started\/installation\/\" target=\"_blank\" rel=\"noopener nofollow\">vLLM<\/a> c\u00f3 h\u01b0\u1edbng d\u1eabn cho GPU, CPU v\u00e0 TPU, nh\u01b0ng vi\u1ec7c thi\u1ebft l\u1eadp ph\u1ee9c t\u1ea1p h\u01a1n Ollama v\u00e0 LM Studio, kh\u00f4ng h\u1ee3p v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So s\u00e1nh chi ti\u1ebft h\u01a1n c\u00e1c c\u00f4ng c\u1ee5 (k\u1ec3 c\u1ea3 Jan, GPT4All, llama.cpp) c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/cong-cu-local-model-tot-nhat\/\">c\u00f4ng c\u1ee5 ch\u1ea1y local model<\/a>.<\/p>\n\n\n\n<h2 id=\"Ch\u1ea1y_local_model_tr\u00ean_m\u00e1y_t\u00ednh_hay_tr\u00ean_VPS?\">Ch\u1ea1y local model tr\u00ean m\u00e1y t\u00ednh hay tr\u00ean VPS?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e1y t\u00ednh c\u00f3 GPU r\u1eddi ho\u1eb7c Mac Apple Silicon nhi\u1ec1u RAM h\u1ee3p \u0111\u1ec3 ch\u1ea1y model c\u1ee1 v\u1eeba. VPS th\u00f4ng th\u01b0\u1eddng ch\u1ec9 c\u00f3 CPU, n\u00ean h\u1ee3p v\u1edbi model nh\u1ecf \u0111\u00e3 l\u01b0\u1ee3ng t\u1eed ho\u00e1 ho\u1eb7c l\u00e0m n\u01a1i ch\u1ea1y agent 24\/7 r\u1ed3i g\u1ecdi API cloud cho vi\u1ec7c n\u1eb7ng. Nhi\u1ec1u ng\u01b0\u1eddi k\u1ebft h\u1ee3p c\u1ea3 hai.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1400\" height=\"750\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-ket-hop.webp\" alt=\"S\u01a1 \u0111\u1ed3 k\u1ebft h\u1ee3p: AI agent ch\u1ea1y 24\/7 tr\u00ean VPS g\u1eedi vi\u1ec7c nh\u1eb9 nh\u01b0 t\u00f3m t\u1eaft, ph\u00e2n lo\u1ea1i t\u1edbi model nh\u1ecf ch\u1ea1y local b\u1eb1ng CPU (Ollama, llmster), v\u00e0 g\u1eedi vi\u1ec7c kh\u00f3 nh\u01b0 l\u1eadp lu\u1eadn d\u00e0i, code kh\u00f3 t\u1edbi API cloud (Gemini, Claude, GPT)\" class=\"wp-image-132880\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-ket-hop.webp 1400w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-ket-hop-300x161.webp 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-ket-hop-1024x549.webp 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/10\/local-model-la-gi-ket-hop-768x411.webp 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>M\u00e1y t\u00ednh c\u00e1 nh\u00e2n:<\/strong> h\u1ee3p \u0111\u1ec3 th\u1eed model, chat ri\u00eang t\u01b0, x\u1eed l\u00fd t\u00e0i li\u1ec7u tr\u00ean m\u00e1y. M\u00e1y t\u1eaft th\u00ec agent c\u0169ng d\u1eebng.<\/li>\n\n\n<li><strong>VPS:<\/strong> ch\u1ea1y agent 24\/7 v\u1edbi IP c\u1ed1 \u0111\u1ecbnh. Ollama v\u00e0 llmster c\u1ee7a LM Studio (<a href=\"https:\/\/lmstudio.ai\/docs\/developer\/core\/headless\" target=\"_blank\" rel=\"noopener nofollow\">headless<\/a>) \u0111\u1ec1u ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean Linux kh\u00f4ng giao di\u1ec7n; kh\u00f4ng c\u00f3 GPU th\u00ec ch\u1ecdn model nh\u1ecf v\u00e0 ch\u1ea5p nh\u1eadn t\u1ed1c \u0111\u1ed9 ch\u1eadm h\u01a1n.<\/li>\n\n\n<li>D\u00f9 ch\u1ea1y \u1edf \u0111\u00e2u, gi\u1eef API c\u1ee7a model \u1edf 127.0.0.1 ho\u1eb7c b\u1eadt x\u00e1c th\u1ef1c; kh\u00f4ng m\u1edf c\u1ed5ng 11434 hay 1234 ra Internet.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">H\u01b0\u1edbng d\u1eabn \u0111\u1eb7t agent l\u00ean VPS c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/vps-chay-ai-agent\/\">VPS ch\u1ea1y AI agent<\/a>; c\u00e0i t\u1eebng agent: <a href=\"https:\/\/tino.vn\/blog\/cai-dat-openclaw-tren-vps\/\">OpenClaw tr\u00ean VPS<\/a>, <a href=\"https:\/\/tino.vn\/blog\/cai-dat-va-su-dung-hermes-agent-tren-vps\/\">Hermes Agent tr\u00ean VPS<\/a>. Kh\u00e1i ni\u1ec7m VPS c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/vps-la-gi\/\">VPS l\u00e0 g\u00ec<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">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=\"K\u1ebft_lu\u1eadn\">K\u1ebft lu\u1eadn<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Local model \u0111\u00e1ng d\u00f9ng khi b\u1ea1n c\u1ea7n gi\u1eef d\u1eef li\u1ec7u trong h\u1ea1 t\u1ea7ng ri\u00eang, agent ch\u1ea1y nhi\u1ec1u vi\u1ec7c l\u1eb7p l\u1ea1i v\u00e0 \u0111\u00e3 c\u00f3 ph\u1ea7n c\u1ee9ng ph\u00f9 h\u1ee3p. Khi c\u1ea7n \u0111\u1ed9 ch\u00ednh x\u00e1c cao cho vi\u1ec7c kh\u00f3 ho\u1eb7c ph\u1ea7n c\u1ee9ng ch\u01b0a \u0111\u1ee7, API cloud v\u1eabn l\u00e0 l\u1ef1a ch\u1ecdn th\u1ef1c t\u1ebf h\u01a1n; c\u00e1ch hay g\u1eb7p l\u00e0 d\u00f9ng c\u1ea3 hai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">K\u1ebft h\u1ee3p ngh\u0129a l\u00e0 \u0111\u1ec3 model local nh\u1eadn t\u00e1c v\u1ee5 \u0111\u01a1n gi\u1ea3n, l\u1eb7p l\u1ea1i nhi\u1ec1u, v\u00e0 chuy\u1ec3n t\u00e1c v\u1ee5 quan tr\u1ecdng c\u1ea7n \u0111\u1ed9 ch\u00ednh x\u00e1c sang API cloud. \u0110\u00e2y kh\u00f4ng ph\u1ea3i ch\u1ecdn m\u1ed9t trong hai m\u00e0 l\u00e0 d\u00f9ng \u0111\u00fang c\u00f4ng c\u1ee5 cho \u0111\u00fang vi\u1ec7c.<\/p>\n\n\n\n<h2 id=\"M\u1ee5c_l\u1ee5c_c\u1ee5m_ch\u1ea1y_model_local\">M\u1ee5c l\u1ee5c c\u1ee5m ch\u1ea1y model local<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ee5m ch\u1ea1y model local tr\u00ean Blog Tino g\u1ed3m c\u00e1c b\u00e0i v\u1ec1 ph\u1ea7n m\u1ec1m ch\u1ea1y model, n\u01a1i t\u1ea3i model, model m\u1edf v\u00e0 \u0111\u00e1nh \u0111\u1ed5i khi d\u00f9ng model mi\u1ec5n ph\u00ed. B\u00e0i n\u00e0o c\u0169ng d\u1eabn v\u1ec1 \u0111\u00e2y v\u00e0 v\u1ec1 trang t\u1ed5ng quan <a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">LLM API key mi\u1ec5n ph\u00ed<\/a>; ch\u1ecdn theo vi\u1ec7c b\u1ea1n \u0111ang c\u1ea7n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/tino.vn\/blog\/lm-studio-la-gi\/\">LM Studio l\u00e0 g\u00ec? C\u00e1ch c\u00e0i v\u00e0 d\u00f9ng LM Studio ch\u1ea1y AI local<\/a><\/li>\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/ollama-ai-la-gi\/\">Ollama l\u00e0 g\u00ec? C\u00e1ch c\u00e0i Ollama v\u00e0 ch\u1ea1y model b\u1eb1ng d\u00f2ng l\u1ec7nh<\/a><\/li>\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/hugging-face-la-gi\/\">Hugging Face l\u00e0 g\u00ec? Kho model, dataset v\u00e0 Spaces<\/a><\/li>\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/cong-cu-local-model-tot-nhat\/\">C\u00e1c c\u00f4ng c\u1ee5 ch\u1ea1y local model: so s\u00e1nh theo ti\u00eau ch\u00ed<\/a><\/li>\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/mo-hinh-llm-open-source\/\">C\u00e1c m\u00f4 h\u00ecnh LLM open source v\u00e0 gi\u1ea5y ph\u00e9p<\/a><\/li>\n\n\n<li><a href=\"https:\/\/tino.vn\/blog\/uu-nhuoc-diem-khi-dung-model-ai-mien-phi\/\">\u01afu nh\u01b0\u1ee3c \u0111i\u1ec3m khi d\u00f9ng model AI mi\u1ec5n ph\u00ed cho AI agent<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"C\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\">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=\"M\u00e1y_t\u00ednh_kh\u00f4ng_c\u00f3_GPU_c\u00f3_ch\u1ea1y_\u0111\u01b0\u1ee3c_model_local_v\u1edbi_Hermes_Agent_kh\u00f4ng?\">M\u00e1y t\u00ednh kh\u00f4ng c\u00f3 GPU c\u00f3 ch\u1ea1y \u0111\u01b0\u1ee3c model local v\u1edbi 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 class=\"wp-block-paragraph\">Ch\u1ea1y \u0111\u01b0\u1ee3c b\u1eb1ng CPU, nh\u01b0ng ch\u1eadm h\u01a1n r\u00f5 so v\u1edbi khi c\u00f3 GPU \u0111\u1ee7 VRAM; v\u1edbi agent c\u1ea7n nhi\u1ec1u v\u00f2ng g\u1ecdi c\u00f4ng c\u1ee5, m\u1ed7i b\u01b0\u1edbc c\u00f3 th\u1ec3 ph\u1ea3i ch\u1edd l\u00e2u. N\u1ebfu kh\u00f4ng c\u00f3 GPU, h\u00e3y ch\u1ecdn model nh\u1ecf \u0111\u00e3 l\u01b0\u1ee3ng t\u1eed ho\u00e1 cho vi\u1ec7c nh\u1eb9, ho\u1eb7c cho Hermes Agent g\u1ecdi API cloud.<\/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_Hermes_3_v\u00e0_Hermes_Agent_c\u00f3_ph\u1ea3i_l\u00e0_c\u00f9ng_m\u1ed9t_th\u1ee9_kh\u00f4ng?\">Model Hermes 3 v\u00e0 Hermes Agent c\u00f3 ph\u1ea3i l\u00e0 c\u00f9ng m\u1ed9t th\u1ee9 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\">Kh\u00f4ng. Hermes 3 l\u00e0 m\u1ed9t d\u00f2ng model ng\u00f4n ng\u1eef do Nous Research tinh ch\u1ec9nh, c\u00f2n <a href=\"https:\/\/tino.vn\/blog\/hermes-agent-la-gi\/\">Hermes Agent<\/a> l\u00e0 framework agent gi\u00fap AI t\u1ef1 th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c, qu\u1ea3n l\u00fd b\u1ed9 nh\u1edb v\u00e0 d\u00f9ng c\u00f4ng c\u1ee5. Hermes Agent d\u00f9ng \u0111\u01b0\u1ee3c v\u1edbi nhi\u1ec1u model (GPT, Claude, Qwen hay model local), v\u00e0 model Hermes c\u0169ng d\u00f9ng \u0111\u01b0\u1ee3c trong framework kh\u00e1c.<\/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=\"OpenClaw_c\u00f3_h\u1ed7_tr\u1ee3_model_local_kh\u00f4ng_c\u1ea7n_Ollama_kh\u00f4ng?\">OpenClaw c\u00f3 h\u1ed7 tr\u1ee3 model local kh\u00f4ng c\u1ea7n Ollama 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. OpenClaw nh\u1eadn endpoint t\u01b0\u01a1ng th\u00edch OpenAI, v\u00e0 theo t\u00e0i li\u1ec7u LM Studio (29\/10\/2026), OpenClaw c\u00f3 s\u1eb5n LM Studio l\u00e0m nh\u00e0 cung c\u1ea5p model: b\u1eadt server LM Studio r\u1ed3i ch\u1ea1y <code>openclaw onboard<\/code>, ch\u1ecdn LM Studio, \u0111\u1ecba ch\u1ec9 <code>http:\/\/localhost:1234\/v1<\/code>.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Model_local_c\u00f3_th\u1ec3_t\u1ef1_c\u1eadp_nh\u1eadt_l\u00ean_phi\u00ean_b\u1ea3n_m\u1edbi_h\u01a1n_kh\u00f4ng?\">Model local c\u00f3 th\u1ec3 t\u1ef1 c\u1eadp nh\u1eadt l\u00ean phi\u00ean b\u1ea3n m\u1edbi h\u01a1n 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\">Kh\u00f4ng t\u1ef1 \u0111\u1ed9ng. Khi c\u00f3 b\u1ea3n m\u1edbi, b\u1ea1n t\u1ea3i l\u1ea1i (v\u00ed d\u1ee5 <code>ollama pull &lt;t\u00ean-model&gt;<\/code> ho\u1eb7c t\u1ea3i trong LM Studio) r\u1ed3i \u0111\u1ed5i c\u1ea5u h\u00ecnh agent. B\u00f9 l\u1ea1i, model local kh\u00f4ng b\u1ecb nh\u00e0 cung c\u1ea5p ng\u1eebng \u0111\u1ed9t ng\u1ed9t nh\u01b0 model qua API.<\/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 kh\u00f4ng c\u00f3 GPU c\u00f3 ch\u1ea1y \u0111\u01b0\u1ee3c model local v\u1edbi 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>Ch\u1ea1y \u0111\u01b0\u1ee3c b\u1eb1ng CPU, nh\u01b0ng ch\u1eadm h\u01a1n r\u00f5 so v\u1edbi khi c\u00f3 GPU \u0111\u1ee7 VRAM; v\u1edbi agent c\u1ea7n nhi\u1ec1u v\u00f2ng g\u1ecdi c\u00f4ng c\u1ee5, m\u1ed7i b\u01b0\u1edbc c\u00f3 th\u1ec3 ph\u1ea3i ch\u1edd l\u00e2u. N\u1ebfu kh\u00f4ng c\u00f3 GPU, h\u00e3y ch\u1ecdn model nh\u1ecf \u0111\u00e3 l\u01b0\u1ee3ng t\u1eed ho\u00e1 cho vi\u1ec7c nh\u1eb9, ho\u1eb7c cho Hermes Agent g\u1ecdi API cloud.<\/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 Hermes 3 v\u00e0 Hermes Agent c\u00f3 ph\u1ea3i l\u00e0 c\u00f9ng m\u1ed9t th\u1ee9 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. Hermes 3 l\u00e0 m\u1ed9t d\u00f2ng model ng\u00f4n ng\u1eef do Nous Research tinh ch\u1ec9nh, c\u00f2n <a>Hermes Agent<\/a> l\u00e0 framework agent gi\u00fap AI t\u1ef1 th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c, qu\u1ea3n l\u00fd b\u1ed9 nh\u1edb v\u00e0 d\u00f9ng c\u00f4ng c\u1ee5. Hermes Agent d\u00f9ng \u0111\u01b0\u1ee3c v\u1edbi nhi\u1ec1u model (GPT, Claude, Qwen hay model local), v\u00e0 model Hermes c\u0169ng d\u00f9ng \u0111\u01b0\u1ee3c trong framework kh\u00e1c.<\/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\": \"OpenClaw c\u00f3 h\u1ed7 tr\u1ee3 model local kh\u00f4ng c\u1ea7n Ollama kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>C\u00f3. OpenClaw nh\u1eadn endpoint t\u01b0\u01a1ng th\u00edch OpenAI, v\u00e0 theo t\u00e0i li\u1ec7u LM Studio (29\/10\/2026), OpenClaw c\u00f3 s\u1eb5n LM Studio l\u00e0m nh\u00e0 cung c\u1ea5p model: b\u1eadt server LM Studio r\u1ed3i ch\u1ea1y openclaw onboard, ch\u1ecdn LM Studio, \u0111\u1ecba ch\u1ec9 http:\/\/localhost:1234\/v1.<\/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 local c\u00f3 th\u1ec3 t\u1ef1 c\u1eadp nh\u1eadt l\u00ean phi\u00ean b\u1ea3n m\u1edbi h\u01a1n 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 t\u1ef1 \u0111\u1ed9ng. Khi c\u00f3 b\u1ea3n m\u1edbi, b\u1ea1n t\u1ea3i l\u1ea1i (v\u00ed d\u1ee5 ollama pull &lt;t\u00ean-model&gt; ho\u1eb7c t\u1ea3i trong LM Studio) r\u1ed3i \u0111\u1ed5i c\u1ea5u h\u00ecnh agent. B\u00f9 l\u1ea1i, model local kh\u00f4ng b\u1ecb nh\u00e0 cung c\u1ea5p ng\u1eebng \u0111\u1ed9t ng\u1ed9t nh\u01b0 model qua API.<\/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>Local model (model AI ch\u1ea1y local) l\u00e0 m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c t\u1ea3i tr\u1ecdng s\u1ed1 v\u1ec1 v\u00e0 ch\u1ea1y suy lu\u1eadn tr\u00ean thi\u1ebft b\u1ecb ho\u1eb7c m\u00e1y ch\u1ee7 do b\u1ea1n ki\u1ec3m so\u00e1t, nh\u01b0 m\u00e1y t\u00ednh c\u00e1 nh\u00e2n, m\u00e1y tr\u1ea1m c\u00f3 GPU, m\u00e1y ch\u1ee7 n\u1ed9i b\u1ed9 hay VPS, thay v\u00ec g\u1eedi prompt t\u1edbi API cloud c\u1ee7a OpenAI, Google hay [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":125612,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7724],"tags":[7637],"class_list":["post-125605","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-agent","tag-local-model"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125605","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=125605"}],"version-history":[{"count":2,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125605\/revisions"}],"predecessor-version":[{"id":133065,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125605\/revisions\/133065"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/125612"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=125605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=125605"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=125605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}