{"id":125666,"date":"2026-06-11T17:24:40","date_gmt":"2026-06-11T10:24:40","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=125666"},"modified":"2026-10-30T10:57:45","modified_gmt":"2026-10-30T03:57:45","slug":"cong-cu-local-model-tot-nhat","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/cong-cu-local-model-tot-nhat\/","title":{"rendered":"11 c\u00f4ng c\u1ee5 ch\u1ea1y local model ph\u1ed5 bi\u1ebfn: so s\u00e1nh v\u00e0 c\u00e1ch ch\u1ecdn theo nhu c\u1ea7u"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>C\u00f4ng c\u1ee5 ch\u1ea1y local model l\u00e0 ph\u1ea7n m\u1ec1m gi\u00fap t\u1ea3i v\u00e0 ch\u1ea1y model AI c\u00f3 tr\u1ecdng s\u1ed1 m\u1edf tr\u00ean m\u00e1y t\u00ednh ho\u1eb7c m\u00e1y ch\u1ee7 c\u1ee7a b\u1ea1n, v\u00ed d\u1ee5 Ollama, LM Studio, Jan hay vLLM.<\/strong> B\u00e0i thu\u1ed9c c\u1ee5m <a href=\"https:\/\/tino.vn\/blog\/local-model-la-gi\/\">ch\u1ea1y model local<\/a> (trang t\u1ed5ng quan: <a href=\"https:\/\/tino.vn\/blog\/llm-lay-api-key-mien-phi\/\">LLM API key mi\u1ec5n ph\u00ed<\/a>) v\u00e0 so s\u00e1nh 11 c\u00f4ng c\u1ee5 theo vai tr\u00f2, gi\u1ea5y ph\u00e9p, c\u00e1ch k\u1ebft n\u1ed1i; kh\u00f4ng c\u00f3 c\u00f4ng c\u1ee5 n\u00e0o h\u1ee3p m\u1ecdi nhu c\u1ea7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Gi\u1ea5y ph\u00e9p v\u00e0 s\u1ed1 sao GitHub \u0111\u1ed1i chi\u1ebfu ng\u00e0y 29\/10\/2026 qua GitHub API c\u1ee7a t\u1eebng d\u1ef1 \u00e1n; phi\u00ean b\u1ea3n Ollama, llama.cpp theo trang ph\u00e1t h\u00e0nh tr\u00ean GitHub, LM Studio theo <a href=\"https:\/\/lmstudio.ai\/download\" target=\"_blank\" rel=\"noopener nofollow\">trang t\u1ea3i ch\u00ednh th\u1ee9c<\/a>. C\u00e1c c\u00f4ng c\u1ee5 c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean, h\u00e3y xem l\u1ea1i trang ch\u00ednh th\u1ee9c tr\u01b0\u1edbc khi c\u00e0i.<\/em><\/p>\n\n\n\n<h2 id=\"T\u1ed5ng_quan_v\u1ec1_local_model\">T\u1ed5ng quan v\u1ec1 local model<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Local model l\u00e0 model AI ch\u1ea1y tr\u00ean thi\u1ebft b\u1ecb ho\u1eb7c m\u00e1y ch\u1ee7 do b\u1ea1n ki\u1ec3m so\u00e1t, thay v\u00ec g\u1ecdi API cloud; \u0111\u1ecbnh ngh\u0129a \u0111\u1ea7y \u0111\u1ee7 v\u00e0 so s\u00e1nh v\u1edbi API c\u00f3 \u1edf b\u00e0i hub <a href=\"https:\/\/tino.vn\/blog\/local-model-la-gi\/\">local model l\u00e0 g\u00ec<\/a>. Ph\u1ea7n d\u01b0\u1edbi \u0111i v\u00e0o l\u00fd do d\u00f9ng v\u00e0 ti\u00eau ch\u00ed ch\u1ecdn c\u00f4ng c\u1ee5.<\/p>\n\n\n\n<h3 id=\"L\u00fd_do_local_model_ng\u00e0y_c\u00e0ng_ph\u1ed5_bi\u1ebfn\">L\u00fd do local model ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 b\u1ed1n l\u00fd do ch\u00ednh khi\u1ebfn xu h\u01b0\u1edbng n\u00e0y t\u0103ng tr\u01b0\u1edfng m\u1ea1nh:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u1eef li\u1ec7u \u1edf l\u1ea1i trong m\u00e1y:<\/strong> prompt v\u00e0 t\u00e0i li\u1ec7u kh\u00f4ng ph\u1ea3i g\u1eedi l\u00ean m\u00e1y ch\u1ee7 b\u00ean ngo\u00e0i, quan tr\u1ecdng v\u1edbi doanh nghi\u1ec7p x\u1eed l\u00fd th\u00f4ng tin kh\u00e1ch h\u00e0ng, h\u1ed3 s\u01a1 y t\u1ebf hay t\u00e0i li\u1ec7u ph\u00e1p l\u00fd.<\/li>\n\n\n<li><strong>Kh\u00f4ng tr\u1ea3 ph\u00ed theo token:<\/strong> sau khi t\u1ea3i model, b\u1ea1n d\u00f9ng m\u00e0 kh\u00f4ng tr\u1ea3 ph\u00ed theo l\u01b0\u1ee3t hay thu\u00ea bao; chi ph\u00ed chuy\u1ec3n sang ph\u1ea7n c\u1ee9ng v\u00e0 \u0111i\u1ec7n.<\/li>\n\n\n<li><strong>Ch\u1ea1y ngo\u1ea1i tuy\u1ebfn:<\/strong> l\u00e0m vi\u1ec7c kh\u00f4ng c\u1ea7n Internet, h\u1ee3p v\u1edbi m\u00f4i tr\u01b0\u1eddng c\u00e1ch ly ho\u1eb7c m\u1ea1ng y\u1ebfu.<\/li>\n\n\n<li><strong>Tu\u1ef3 ch\u1ec9nh s\u00e2u:<\/strong> b\u1ea1n t\u1ef1 ch\u1ecdn model, m\u1ee9c n\u00e9n, \u0111\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh v\u00e0 c\u00e1ch tinh ch\u1ec9nh theo d\u1eef li\u1ec7u ri\u00eang.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"Ti\u00eau_ch\u00ed_ch\u1ecdn_c\u00f4ng_c\u1ee5_local_model_ph\u00f9_h\u1ee3p\">Ti\u00eau ch\u00ed ch\u1ecdn c\u00f4ng c\u1ee5 local model ph\u00f9 h\u1ee3p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc khi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, b\u1ea1n c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng c\u1ee7a m\u00ecnh. M\u1ed9t ph\u1ea7n m\u1ec1m d\u00e0nh cho ng\u01b0\u1eddi m\u1edbi l\u00e0m quen s\u1ebd r\u1ea5t kh\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng ch\u1ea1y m\u00e1y ch\u1ee7 chuy\u00ean nghi\u1ec7p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng c\u1ea7n c\u00e2n nh\u1eafc:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Th\u00e2n thi\u1ec7n v\u00e0 d\u1ec5 s\u1eed d\u1ee5ng:<\/strong> N\u1ebfu kh\u00f4ng r\u00e0nh k\u1ef9 thu\u1eadt, b\u1ea1n n\u00ean \u01b0u ti\u00ean ph\u1ea7n m\u1ec1m c\u00f3 giao di\u1ec7n \u0111\u1eb9p, thao t\u00e1c b\u1eb1ng chu\u1ed9t tr\u1ef1c quan v\u00e0 d\u1ec5 d\u00e0ng t\u1ea3i m\u00f4 h\u00ecnh ch\u1ec9 qua v\u00e0i c\u00fa click.<\/li>\n\n\n<li><strong>\u0110\u1ecdc \u0111\u01b0\u1ee3c nhi\u1ec1u lo\u1ea1i t\u1ec7p m\u00f4 h\u00ecnh:<\/strong> Ph\u1ea7n m\u1ec1m h\u1ed7 tr\u1ee3 \u0111a d\u1ea1ng \u0111\u1ecbnh d\u1ea1ng (nh\u01b0 GGUF, Safetensors&#8230;) s\u1ebd gi\u00fap ng\u01b0\u1eddi d\u00f9ng tho\u1ea3i m\u00e1i th\u1eed nghi\u1ec7m nhi\u1ec1u lo\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00e1c nhau.<\/li>\n\n\n<li><strong>Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i (API) cho AI Agent:<\/strong> N\u1ebfu mu\u1ed1n x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ho\u1eb7c t\u1ea1o c\u00e1c AI Agent, ph\u1ea7n m\u1ec1m b\u1eaft bu\u1ed9c ph\u1ea3i cung c\u1ea5p c\u1ed5ng giao ti\u1ebfp (API) \u0111\u1ec3 c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c d\u1ec5 d\u00e0ng k\u1ebft n\u1ed1i v\u00e0o.<\/li>\n\n\n<li><strong>T\u01b0\u01a1ng th\u00edch v\u1edbi c\u1ea5u h\u00ecnh m\u00e1y:<\/strong> H\u00e3y ch\u1ecdn c\u00f4ng c\u1ee5 t\u1eadn d\u1ee5ng \u0111\u01b0\u1ee3c ph\u1ea7n c\u1ee9ng \u0111ang d\u00f9ng. Ch\u1eb3ng h\u1ea1n, m\u00e1y Mac d\u00f9ng chip Apple Silicon ch\u1ea1y t\u1ed1t v\u1edbi <em>Ollama<\/em> hay <em>LM Studio<\/em>; trong khi m\u00e1y t\u00ednh trang b\u1ecb card \u0111\u1ed3 h\u1ecda r\u1eddi NVIDIA h\u1ee3p v\u1edbi <em>vLLM<\/em> ho\u1eb7c <em>LocalAI<\/em>.<\/li>\n\n\n<li><strong>T\u00ednh n\u0103ng \u0111\u1ecdc t\u00e0i li\u1ec7u c\u00e1 nh\u00e2n v\u00e0 g\u1ecdi c\u00f4ng c\u1ee5:<\/strong> \u0110\u1ec3 x\u00e2y d\u1ef1ng tr\u1ee3 l\u00fd \u1ea3o chuy\u00ean s\u00e2u cho doanh nghi\u1ec7p, ph\u1ea7n m\u1ec1m c\u1ea7n \u0111\u01b0\u1ee3c trang b\u1ecb kh\u1ea3 n\u0103ng \u0111\u1ecdc hi\u1ec3u t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9 (RAG), t\u00ecm ki\u1ebfm d\u1eef li\u1ec7u ho\u1eb7c k\u1ebft n\u1ed1i v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng b\u00ean ngo\u00e0i.<\/li>\n\n\n<li><strong>C\u1ed9ng \u0111\u1ed3ng \u0111\u00f4ng \u0111\u1ea3o v\u00e0 c\u1eadp nh\u1eadt li\u00ean t\u1ee5c:<\/strong> Th\u1ebf gi\u1edbi AI c\u1ee5c b\u1ed9 thay \u0111\u1ed5i ch\u00f3ng m\u1eb7t m\u1ed7i ng\u00e0y. L\u1ef1a ch\u1ecdn m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f3 t\u00e0i li\u1ec7u h\u01b0\u1edbng d\u1eabn r\u00f5 r\u00e0ng, c\u1ed9ng \u0111\u1ed3ng h\u1ed7 tr\u1ee3 l\u1edbn v\u00e0 n\u00e2ng c\u1ea5p th\u01b0\u1eddng xuy\u00ean gi\u00fap y\u00ean t\u00e2m h\u01a1n khi d\u00f9ng l\u00e2u d\u00e0i.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"11_c\u00f4ng_c\u1ee5_ch\u1ea1y_local_model_ph\u1ed5_bi\u1ebfn_hi\u1ec7n_nay\">11 c\u00f4ng c\u1ee5 ch\u1ea1y local model ph\u1ed5 bi\u1ebfn hi\u1ec7n nay<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u01b0\u1eddi m\u1ed9t c\u00f4ng c\u1ee5 d\u01b0\u1edbi \u0111\u00e2y chia l\u00e0m b\u1ed1n nh\u00f3m: c\u00f4ng c\u1ee5 ch\u1ea1y model (Ollama, LM Studio, llama.cpp, MLX-LM), \u1ee9ng d\u1ee5ng chat tr\u00ean m\u00e1y (Jan, GPT4All), giao di\u1ec7n, h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u (Open WebUI, AnythingLLM) v\u00e0 ph\u1ee5c v\u1ee5 tr\u00ean m\u00e1y ch\u1ee7 (vLLM, LocalAI); Pinokio l\u00e0 tr\u00ecnh c\u00e0i \u1ee9ng d\u1ee5ng AI.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>C\u00f4ng c\u1ee5<\/th><th>Vai tr\u00f2 ch\u00ednh<\/th><th>C\u00e1ch d\u00f9ng<\/th><th>Gi\u1ea5y ph\u00e9p<\/th><th>API local<\/th><\/tr><\/thead><tbody><tr><td>Ollama<\/td><td>Ch\u1ea1y model<\/td><td>D\u00f2ng l\u1ec7nh, \u1ee9ng d\u1ee5ng n\u1ec1n<\/td><td>MIT<\/td><td>C\u00f3, c\u1ed5ng 11434<\/td><\/tr><tr><td>LM Studio<\/td><td>Ch\u1ea1y model<\/td><td>Giao di\u1ec7n \u0111\u1ed3 ho\u1ea1; llmster cho m\u00e1y ch\u1ee7<\/td><td>Mi\u1ec5n ph\u00ed, m\u00e3 ngu\u1ed3n \u0111\u00f3ng<\/td><td>C\u00f3, c\u1ed5ng 1234<\/td><\/tr><tr><td>Jan<\/td><td>\u1ee8ng d\u1ee5ng chat tr\u00ean m\u00e1y<\/td><td>Giao di\u1ec7n \u0111\u1ed3 ho\u1ea1<\/td><td>Apache 2.0<\/td><td>C\u00f3<\/td><\/tr><tr><td>GPT4All<\/td><td>\u1ee8ng d\u1ee5ng chat, h\u1ecfi t\u00e0i li\u1ec7u<\/td><td>Giao di\u1ec7n \u0111\u1ed3 ho\u1ea1<\/td><td>MIT<\/td><td>C\u00f3, c\u1ed5ng 4891<\/td><\/tr><tr><td>Open WebUI<\/td><td>Giao di\u1ec7n web cho Ollama v\u00e0 API kh\u00e1c<\/td><td>Tr\u00ecnh duy\u1ec7t, c\u00e0i b\u1eb1ng Docker<\/td><td>Open WebUI License (ri\u00eang)<\/td><td>D\u00f9ng backend kh\u00e1c<\/td><\/tr><tr><td>AnythingLLM<\/td><td>H\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u (RAG), agent<\/td><td>\u1ee8ng d\u1ee5ng desktop ho\u1eb7c Docker<\/td><td>MIT<\/td><td>C\u00f3<\/td><\/tr><tr><td>vLLM<\/td><td>Ph\u1ee5c v\u1ee5 model cho nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng<\/td><td>M\u00e1y ch\u1ee7, d\u00f2ng l\u1ec7nh<\/td><td>Apache 2.0<\/td><td>C\u00f3, t\u01b0\u01a1ng th\u00edch OpenAI<\/td><\/tr><tr><td>llama.cpp<\/td><td>Th\u01b0 vi\u1ec7n suy lu\u1eadn l\u00f5i, \u0111\u1ecbnh d\u1ea1ng GGUF<\/td><td>D\u00f2ng l\u1ec7nh, th\u01b0 vi\u1ec7n<\/td><td>MIT<\/td><td>C\u00f3 (llama-server)<\/td><\/tr><tr><td>LocalAI<\/td><td>API t\u01b0\u01a1ng th\u00edch OpenAI cho nhi\u1ec1u backend<\/td><td>Docker, m\u00e1y ch\u1ee7<\/td><td>MIT<\/td><td>C\u00f3<\/td><\/tr><tr><td>MLX-LM<\/td><td>Ch\u1ea1y v\u00e0 tinh ch\u1ec9nh model tr\u00ean Mac<\/td><td>Python, d\u00f2ng l\u1ec7nh<\/td><td>MIT<\/td><td>C\u00f3 (server \u0111\u01a1n gi\u1ea3n)<\/td><\/tr><tr><td>Pinokio<\/td><td>C\u00e0i \u1ee9ng d\u1ee5ng AI b\u1eb1ng m\u1ed9t c\u00fa nh\u1ea5p<\/td><td>\u1ee8ng d\u1ee5ng \u0111\u1ed3 ho\u1ea1<\/td><td>MIT<\/td><td>Tu\u1ef3 \u1ee9ng d\u1ee5ng<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Gi\u1ea5y ph\u00e9p theo GitHub API ng\u00e0y 29\/10\/2026 (LM Studio theo \u0111i\u1ec1u kho\u1ea3n s\u1eed d\u1ee5ng). Th\u1ee9 t\u1ef1 trong b\u1ea3ng kh\u00f4ng ph\u1ea3i x\u1ebfp h\u1ea1ng.<\/figcaption><\/figure>\n\n\n\n<h3 id=\"Ollama:_h\u1ee3p_v\u1edbi_l\u1eadp_tr\u00ecnh_vi\u00ean_v\u00e0_AI_agent\">Ollama: h\u1ee3p v\u1edbi l\u1eadp tr\u00ecnh vi\u00ean v\u00e0 AI agent<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/ollama.com\" target=\"_blank\" rel=\"noopener nofollow\">ollama.com<\/a> | Gi\u1ea5y ph\u00e9p: MIT | H\u1ec7 \u0111i\u1ec1u h\u00e0nh: Windows, macOS, Linux<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama l\u00e0 c\u00f4ng c\u1ee5 ch\u1ea1y model b\u1eb1ng d\u00f2ng l\u1ec7nh, hay \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 &#8220;Docker c\u1ee7a AI local&#8221;: m\u1ed9t l\u1ec7nh \u0111\u1ec3 t\u1ea3i model, m\u1ed9t l\u1ec7nh \u0111\u1ec3 ch\u1ea1y, c\u00f3 API s\u1eb5n cho \u1ee9ng d\u1ee5ng kh\u00e1c. Kho <a href=\"https:\/\/github.com\/ollama\/ollama\" target=\"_blank\" rel=\"noopener nofollow\">ollama\/ollama<\/a> c\u00f3 h\u01a1n 185.000 sao tr\u00ean GitHub (29\/10\/2026); b\u1ea3n m\u1edbi nh\u1ea5t l\u00e0 <a href=\"https:\/\/github.com\/ollama\/ollama\/releases\" target=\"_blank\" rel=\"noopener nofollow\">v0.40.13<\/a> (28\/10\/2026).<\/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<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1275\" height=\"674\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-1.png\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 ollama.com v\u1edbi l\u1ec7nh c\u00e0i irm https:\/\/ollama.com\/install.ps1 | iex tr\u00ean PowerShell v\u00e0 d\u00f2ng Power OpenClaw with Ollama\" class=\"wp-image-125667\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-1.png 1275w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-1-300x159.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-1-1024x541.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-1-768x406.png 768w\" sizes=\"(max-width: 1275px) 100vw, 1275px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ea3i v\u00e0 ch\u1ea1y model b\u1eb1ng m\u1ed9t l\u1ec7nh, v\u00ed d\u1ee5 <code>ollama run gemma4<\/code>.<\/li>\n\n\n<li>API t\u1ea1i <code>http:\/\/localhost:11434<\/code>, c\u00f3 ph\u1ea7n t\u01b0\u01a1ng th\u00edch OpenAI.<\/li>\n\n\n<li>Th\u01b0 vi\u1ec7n model tr\u00ean ollama.com, ch\u1ea1y \u0111\u01b0\u1ee3c c\u1ea3 model GGUF tr\u00ean Hugging Face; c\u00f3 th\u00eam cloud model (tu\u1ef3 ch\u1ecdn, c\u00f3 ph\u00ed).<\/li>\n\n\n<li>C\u1ed9ng \u0111\u1ed3ng l\u1edbn, nhi\u1ec1u c\u00f4ng c\u1ee5 nh\u01b0 Open WebUI, n8n, framework agent c\u00f3 s\u1eb5n c\u00e1ch k\u1ebft n\u1ed1i.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ng\u01b0\u1eddi m\u1edbi c\u00f3 th\u1ec3 ng\u1ea1i d\u00f2ng l\u1ec7nh; giao di\u1ec7n qu\u1ea3n l\u00fd th\u01b0\u1eddng ph\u1ea3i d\u00f9ng th\u00eam Open WebUI.<\/li>\n\n\n<li>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 x\u1eed l\u00fd 1 y\u00eau c\u1ea7u song song, ch\u01b0a h\u1ee3p v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng n\u1ebfu kh\u00f4ng ch\u1ec9nh c\u1ea5u h\u00ecnh.<\/li>\n\n\n<li>T\u1ed1c \u0111\u1ed9 ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o ph\u1ea7n c\u1ee9ng.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> l\u1eadp tr\u00ecnh vi\u00ean, ng\u01b0\u1eddi h\u1ecdc AI agent, \u0111\u1ed9i c\u1ea7n m\u1ed9t backend model \u0111\u01a1n gi\u1ea3n cho chatbot ho\u1eb7c t\u1ef1 \u0111\u1ed9ng ho\u00e1.<\/p>\n\n\n\n<h3 id=\"LM_Studio:_h\u1ee3p_v\u1edbi_ng\u01b0\u1eddi_m\u1edbi_b\u1eaft_\u0111\u1ea7u\">LM Studio: h\u1ee3p v\u1edbi ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/lmstudio.ai\" target=\"_blank\" rel=\"noopener nofollow\">lmstudio.ai<\/a> | Gi\u1ea5y ph\u00e9p: mi\u1ec5n ph\u00ed theo \u0111i\u1ec1u kho\u1ea3n s\u1eed d\u1ee5ng, m\u00e3 ngu\u1ed3n \u0111\u00f3ng | H\u1ec7 \u0111i\u1ec1u h\u00e0nh: Windows, macOS (Apple Silicon), Linux<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LM Studio l\u00e0 ph\u1ea7n m\u1ec1m c\u00f3 giao di\u1ec7n \u0111\u1ed3 ho\u1ea1 \u0111\u1ec3 t\u00ecm, t\u1ea3i v\u00e0 ch\u1ea1y model t\u1eeb Hugging Face m\u00e0 kh\u00f4ng c\u1ea7n d\u00f2ng l\u1ec7nh. B\u1ea3n hi\u1ec7n t\u1ea1i l\u00e0 0.4.26 (29\/10\/2026); t\u1eeb 2026, LM Studio c\u00f3 th\u00eam llmster \u0111\u1ec3 ch\u1ea1y n\u1ec1n tr\u00ean m\u00e1y ch\u1ee7 v\u00e0 \u1ee9ng d\u1ee5ng agent ri\u00eang t\u00ean Bionic.<\/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<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1212\" height=\"638\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-2.png\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 lmstudio.ai: Run AI models, locally and privately, n\u00fat Download for Windows 0.4.16, d\u00f2ng LM Studio is free for home and work use\" class=\"wp-image-125668\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-2.png 1212w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-2-300x158.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-2-1024x539.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-2-768x404.png 768w\" sizes=\"(max-width: 1212px) 100vw, 1212px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u00ecm v\u00e0 t\u1ea3i model GGUF (v\u00e0 MLX tr\u00ean Mac) ngay trong \u1ee9ng d\u1ee5ng, c\u00f3 \u01b0\u1edbc t\u00ednh b\u1ed9 nh\u1edb tr\u01b0\u1edbc khi n\u1ea1p.<\/li>\n\n\n<li>Server API t\u01b0\u01a1ng th\u00edch OpenAI v\u00e0 Anthropic \u1edf c\u1ed5ng 1234, c\u00f3 tu\u1ef3 ch\u1ecdn API token.<\/li>\n\n\n<li>SDK Python, TypeScript, CLI lms v\u00e0 MCP; c\u00f3 h\u01b0\u1edbng d\u1eabn k\u1ebft n\u1ed1i Hermes Agent, OpenClaw, Claude Code, Codex.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u00f4ng ph\u1ea3i m\u00e3 ngu\u1ed3n m\u1edf; Mac chip Intel kh\u00f4ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3.<\/li>\n\n\n<li>Ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi \u1edf quy m\u00f4 l\u1edbn th\u01b0\u1eddng c\u1ea7n vLLM ho\u1eb7c LocalAI.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> ng\u01b0\u1eddi m\u1edbi, ng\u01b0\u1eddi l\u00e0m n\u1ed9i dung, l\u1eadp tr\u00ecnh vi\u00ean c\u1ea7n th\u1eed model nhanh b\u1eb1ng giao di\u1ec7n.<\/p>\n\n\n\n<h3 id=\"Jan:_\u1ee9ng_d\u1ee5ng_chat_tr\u00ean_m\u00e1y,_ch\u00fa_tr\u1ecdng_ri\u00eang_t\u01b0\">Jan: \u1ee9ng d\u1ee5ng chat tr\u00ean m\u00e1y, ch\u00fa tr\u1ecdng ri\u00eang t\u01b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/jan.ai\" target=\"_blank\" rel=\"noopener nofollow\">jan.ai<\/a> | Gi\u1ea5y ph\u00e9p: Apache 2.0 | H\u1ec7 \u0111i\u1ec1u h\u00e0nh: Windows, macOS, Linux<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Jan l\u00e0 \u1ee9ng d\u1ee5ng chat m\u00e3 ngu\u1ed3n m\u1edf c\u1ee7a Menlo Research, giao di\u1ec7n gi\u1ed1ng ChatGPT nh\u01b0ng ch\u1ea1y model tr\u00ean m\u00e1y. Theo <a href=\"https:\/\/jan.ai\/docs\/privacy\" target=\"_blank\" rel=\"noopener nofollow\">ch\u00ednh s\u00e1ch quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a Jan<\/a> (29\/10\/2026), l\u1ecbch s\u1eed tr\u00f2 chuy\u1ec7n v\u00e0 log l\u01b0u tr\u00ean m\u00e1y, Jan kh\u00f4ng thu th\u1eadp th\u00f4ng tin \u0111\u1ecbnh danh; n\u1ebfu b\u1ea1n n\u1ed1i Jan v\u1edbi API nh\u01b0 OpenAI th\u00ec d\u1eef li\u1ec7u s\u1ebd \u0111i t\u1edbi m\u00e1y ch\u1ee7 c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00f3.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1217\" height=\"658\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-3.png\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 jan.ai: Meet Jan, Personal Intelligence that answers only to you, n\u00fat Download for Windows\" class=\"wp-image-125669\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-3.png 1217w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-3-300x162.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-3-1024x554.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-3-768x415.png 768w\" sizes=\"(max-width: 1217px) 100vw, 1217px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u00e3 ngu\u1ed3n c\u00f4ng khai, d\u1eef li\u1ec7u chat l\u01b0u c\u1ee5c b\u1ed9.<\/li>\n\n\n<li>H\u1ed7 tr\u1ee3 MCP \u0111\u1ec3 model d\u00f9ng c\u00f4ng c\u1ee5 ngo\u00e0i.<\/li>\n\n\n<li>K\u1ebft n\u1ed1i th\u00eam API cloud (OpenAI, Anthropic\u2026) khi c\u1ea7n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u00f4ng nh\u1eafm t\u1edbi m\u00e1y ch\u1ee7 ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng.<\/li>\n\n\n<li>H\u1ec7 sinh th\u00e1i t\u00edch h\u1ee3p agent h\u1eb9p h\u01a1n Ollama v\u00e0 LM Studio.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n, nh\u00e2n s\u1ef1 v\u0103n ph\u00f2ng mu\u1ed1n m\u1ed9t &#8220;ChatGPT tr\u00ean m\u00e1y&#8221;.<\/p>\n\n\n\n<h3 id=\"GPT4All:_d\u1ec5_c\u00e0i,_c\u00f3_s\u1eb5n_h\u1ecfi_\u0111\u00e1p_t\u00e0i_li\u1ec7u\">GPT4All: d\u1ec5 c\u00e0i, c\u00f3 s\u1eb5n h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/www.nomic.ai\/gpt4all\" target=\"_blank\" rel=\"noopener nofollow\">nomic.ai\/gpt4all<\/a> | Gi\u1ea5y ph\u00e9p: MIT | H\u1ec7 \u0111i\u1ec1u h\u00e0nh: Windows, macOS, Linux<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPT4All do Nomic AI ph\u00e1t tri\u1ec3n, n\u1ed5i b\u1eadt v\u1edbi LocalDocs: tr\u1ecf v\u00e0o th\u01b0 m\u1ee5c ch\u1ee9a PDF, Word hay v\u0103n b\u1ea3n \u0111\u1ec3 GPT4All l\u1eadp ch\u1ec9 m\u1ee5c v\u00e0 tr\u1ea3 l\u1eddi d\u1ef1a tr\u00ean t\u00e0i li\u1ec7u \u0111\u00f3, ho\u00e0n to\u00e0n tr\u00ean m\u00e1y. L\u01b0u \u00fd: kho m\u00e3 nomic-ai\/gpt4all tr\u00ean GitHub kh\u00f4ng c\u00f3 c\u1eadp nh\u1eadt m\u1edbi t\u1eeb th\u00e1ng 5\/2025 (\u0111\u1ed1i chi\u1ebfu 29\/10\/2026), n\u00ean model m\u1edbi c\u00f3 th\u1ec3 ch\u01b0a \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1273\" height=\"666\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-4.png\" alt=\"\u1ea2nh ch\u1ee5p trang GPT4All: Your Private and Local AI Chatbot, c\u00e1c n\u00fat t\u1ea3i cho macOS, Windows, Windows ARM, Ubuntu\" class=\"wp-image-125670\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-4.png 1273w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-4-300x157.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-4-1024x536.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-4-768x402.png 768w\" sizes=\"(max-width: 1273px) 100vw, 1273px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>M\u1ed9t file c\u00e0i \u0111\u1eb7t, kh\u00f4ng c\u1ea7n terminal.<\/li>\n\n\n<li>LocalDocs h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u kh\u00f4ng c\u1ea7n c\u1ea5u h\u00ecnh th\u00eam.<\/li>\n\n\n<li>Ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean m\u00e1y kh\u00f4ng c\u00f3 GPU r\u1eddi.<\/li>\n\n\n<li>API server t\u01b0\u01a1ng th\u00edch OpenAI \u1edf c\u1ed5ng 4891, ch\u1ec9 nghe tr\u00ean 127.0.0.1 (<a href=\"https:\/\/docs.gpt4all.io\/gpt4all_api_server\/home.html\" target=\"_blank\" rel=\"noopener nofollow\">t\u00e0i li\u1ec7u GPT4All<\/a>).<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdt c\u1eadp nh\u1eadt g\u1ea7n \u0111\u00e2y; k\u00e9m linh ho\u1ea1t h\u01a1n Ollama, LM Studio khi th\u1eed model m\u1edbi.<\/li>\n\n\n<li>Kh\u00f4ng nh\u1eafm t\u1edbi AI agent ph\u1ee9c t\u1ea1p.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng, gi\u00e1o vi\u00ean, sinh vi\u00ean mu\u1ed1n h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u ri\u00eang tr\u00ean m\u00e1y.<\/p>\n\n\n\n<h3 id=\"Open_WebUI:_giao_di\u1ec7n_web_gi\u1ed1ng_ChatGPT\">Open WebUI: giao di\u1ec7n web gi\u1ed1ng ChatGPT<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/openwebui.com\" target=\"_blank\" rel=\"noopener nofollow\">openwebui.com<\/a> | Gi\u1ea5y ph\u00e9p: Open WebUI License (gi\u1ea5y ph\u00e9p ri\u00eang d\u1ef1a tr\u00ean BSD-3, c\u00f3 \u0111i\u1ec1u kho\u1ea3n gi\u1eef th\u01b0\u01a1ng hi\u1ec7u)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Open WebUI kh\u00f4ng ch\u1ea1y model m\u00e0 l\u00e0 l\u1edbp giao di\u1ec7n web \u0111\u1eb7t tr\u00ean Ollama ho\u1eb7c c\u00e1c API t\u01b0\u01a1ng th\u00edch OpenAI. N\u1ebfu Ollama l\u00e0 ph\u1ea7n ch\u1ea1y model, Open WebUI l\u00e0 ph\u1ea7n tr\u00f2 chuy\u1ec7n, qu\u1ea3n l\u00fd ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u00e0i li\u1ec7u.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1203\" height=\"626\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-5.jpg\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 Open WebUI: The freedom AI stack, n\u00fat Get Open WebUI\" class=\"wp-image-125671\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-5.jpg 1203w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-5-300x156.jpg 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-5-1024x533.jpg 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-5-768x400.jpg 768w\" sizes=\"(max-width: 1203px) 100vw, 1203px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Giao di\u1ec7n web nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng, c\u00f3 ph\u00e2n quy\u1ec1n.<\/li>\n\n\n<li>T\u00edch h\u1ee3p RAG, x\u1eed l\u00fd t\u00e0i li\u1ec7u, t\u00ecm ki\u1ebfm web.<\/li>\n\n\n<li>T\u1ef1 host b\u1eb1ng Docker; d\u00f9ng nhi\u1ec1u model trong m\u1ed9t giao di\u1ec7n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1ea7n Docker ho\u1eb7c m\u00f4i tr\u01b0\u1eddng self-host.<\/li>\n\n\n<li>V\u1eabn c\u1ea7n backend ch\u1ea1y model nh\u01b0 Ollama, vLLM ho\u1eb7c LocalAI.<\/li>\n\n\n<li>Gi\u1ea5y ph\u00e9p ri\u00eang: \u0111\u1ecdc k\u1ef9 \u0111i\u1ec1u kho\u1ea3n th\u01b0\u01a1ng hi\u1ec7u n\u1ebfu tri\u1ec3n khai cho kh\u00e1ch h\u00e0ng.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> nh\u00f3m k\u1ef9 thu\u1eadt, doanh nghi\u1ec7p mu\u1ed1n giao di\u1ec7n AI n\u1ed9i b\u1ed9, ng\u01b0\u1eddi d\u00f9ng Ollama c\u1ea7n giao di\u1ec7n tr\u1ef1c quan.<\/p>\n\n\n\n<h3 id=\"AnythingLLM:_h\u1ecfi_\u0111\u00e1p_t\u00e0i_li\u1ec7u_(RAG)_v\u00e0_agent\">AnythingLLM: h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u (RAG) v\u00e0 agent<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/anythingllm.com\" target=\"_blank\" rel=\"noopener nofollow\">anythingllm.com<\/a> | Gi\u1ea5y ph\u00e9p: MIT<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AnythingLLM c\u1ee7a Mintplex Labs t\u1eadp trung v\u00e0o <a href=\"https:\/\/tino.vn\/blog\/rag-la-gi\/\">RAG<\/a>: t\u1ea3i t\u00e0i li\u1ec7u l\u00ean t\u1eebng workspace r\u1ed3i tr\u00f2 chuy\u1ec7n v\u1edbi ch\u00fang. AnythingLLM d\u00f9ng \u0111\u01b0\u1ee3c v\u1edbi Ollama, LM Studio ho\u1eb7c nh\u00e0 cung c\u1ea5p cloud, kh\u00f4ng b\u00f3 bu\u1ed9c v\u00e0o m\u1ed9t c\u00f4ng c\u1ee5 ch\u1ea1y model.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1219\" height=\"600\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-6.png\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 AnythingLLM: The all-in-one AI application, n\u00fat Download for desktop\" class=\"wp-image-125672\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-6.png 1219w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-6-300x148.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-6-1024x504.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-6-768x378.png 768w\" sizes=\"(max-width: 1219px) 100vw, 1219px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Workspace ri\u00eang cho t\u1eebng d\u1ef1 \u00e1n ho\u1eb7c ph\u00f2ng ban.<\/li>\n\n\n<li>D\u00f9ng c\u1ea3 model local l\u1eabn cloud (OpenAI, Anthropic, Google\u2026).<\/li>\n\n\n<li>Agent Flows \u0111\u1ec3 d\u1ef1ng quy tr\u00ecnh AI kh\u00f4ng c\u1ea7n code.<\/li>\n\n\n<li>Nh\u1eadn PDF, Word, Excel, URL website.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u00f4ng ph\u1ea3i c\u00f4ng c\u1ee5 suy lu\u1eadn l\u00f5i; c\u1ea7n m\u1ed9t n\u01a1i ch\u1ea1y model.<\/li>\n\n\n<li>C\u1ea7n hi\u1ec3u c\u01a1 b\u1ea3n v\u1ec1 embedding v\u00e0 truy xu\u1ea5t ng\u1eef c\u1ea3nh \u0111\u1ec3 c\u00f3 k\u1ebft qu\u1ea3 t\u1ed1t.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> doanh nghi\u1ec7p, \u0111\u1ed9i ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, nh\u00e0 nghi\u00ean c\u1ee9u c\u1ea7n h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9.<\/p>\n\n\n\n<h3 id=\"vLLM:_ph\u1ee5c_v\u1ee5_model_cho_nhi\u1ec1u_ng\u01b0\u1eddi_d\u00f9ng\">vLLM: ph\u1ee5c v\u1ee5 model cho nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/vllm.ai\" target=\"_blank\" rel=\"noopener nofollow\">vllm.ai<\/a> | Gi\u1ea5y ph\u00e9p: Apache 2.0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">vLLM l\u00e0 th\u01b0 vi\u1ec7n suy lu\u1eadn d\u00e0nh cho m\u00e1y ch\u1ee7, d\u00f9ng k\u1ef9 thu\u1eadt PagedAttention v\u00e0 continuous batching \u0111\u1ec3 ph\u1ee5c v\u1ee5 nhi\u1ec1u y\u00eau c\u1ea7u \u0111\u1ed3ng th\u1eddi. 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; vLLM ph\u00e1t huy r\u00f5 nh\u1ea5t khi ch\u1ea1y tr\u00ean m\u00e1y ch\u1ee7 GPU.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1295\" height=\"665\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-7.png\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 vLLM: The High-Throughput and Memory-Efficient inference and serving engine for LLMs\" class=\"wp-image-125673\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-7.png 1295w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-7-300x154.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-7-1024x526.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-7-768x394.png 768w\" sizes=\"(max-width: 1295px) 100vw, 1295px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u1ed7 tr\u1ee3 nhi\u1ec1u GPU tr\u00ean m\u1ed9t m\u00e1y ch\u1ee7.<\/li>\n\n\n<li>API t\u01b0\u01a1ng th\u00edch OpenAI.<\/li>\n\n\n<li>H\u1ee3p v\u1edbi \u1ee9ng d\u1ee5ng ho\u1eb7c nh\u00f3m d\u00f9ng chung m\u1ed9t model.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u00f4ng d\u00e0nh cho ng\u01b0\u1eddi ch\u1ec9 mu\u1ed1n chat th\u1eed.<\/li>\n\n\n<li>C\u00e0i \u0111\u1eb7t v\u00e0 t\u1ed1i \u01b0u ph\u1ee9c t\u1ea1p h\u01a1n c\u00f4ng c\u1ee5 desktop.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> k\u1ef9 s\u01b0 h\u1ea1 t\u1ea7ng, startup AI, doanh nghi\u1ec7p c\u1ea7n API AI n\u1ed9i b\u1ed9.<\/p>\n\n\n\n<h3 id=\"llama.cpp:_th\u01b0_vi\u1ec7n_l\u00f5i_ch\u1ea1y_model_GGUF\">llama.cpp: th\u01b0 vi\u1ec7n l\u00f5i ch\u1ea1y model GGUF<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\" target=\"_blank\" rel=\"noopener nofollow\">github.com\/ggml-org\/llama.cpp<\/a> | Gi\u1ea5y ph\u00e9p: MIT<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">llama.cpp l\u00e0 th\u01b0 vi\u1ec7n C\/C++ ch\u1ea1y model ng\u00f4n ng\u1eef, kh\u1edfi \u0111\u1ea7u b\u1edfi Georgi Gerganov, v\u00e0 l\u00e0 n\u01a1i \u0111\u1ecbnh d\u1ea1ng GGUF ra \u0111\u1eddi. Ollama, LM Studio, Jan v\u00e0 GPT4All \u0111\u1ec1u d\u00f9ng llama.cpp b\u00ean d\u01b0\u1edbi. Kho m\u00e3 hi\u1ec7n thu\u1ed9c t\u1ed5 ch\u1ee9c ggml-org (b\u1ea3n ph\u00e1t h\u00e0nh g\u1ea7n nh\u1ea5t <a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\/releases\" target=\"_blank\" rel=\"noopener nofollow\">v0.8.0<\/a> ng\u00e0y 28\/10\/2026, \u0111\u1ed1i chi\u1ebfu 29\/10\/2026).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean CPU, GPU NVIDIA, AMD, Apple Silicon v\u00e0 nhi\u1ec1u ph\u1ea7n c\u1ee9ng kh\u00e1c.<\/li>\n\n\n<li>Nh\u1eb9, kh\u00f4ng ph\u1ee5 thu\u1ed9c Python; c\u00f3 <code>llama-server<\/code> m\u1edf API t\u01b0\u01a1ng th\u00edch OpenAI.<\/li>\n\n\n<li>GGUF l\u00e0 \u0111\u1ecbnh d\u1ea1ng model local ph\u1ed5 bi\u1ebfn.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1ea7n hi\u1ec3u tham s\u1ed1 d\u00f2ng l\u1ec7nh: ng\u1eef c\u1ea3nh, batch, GPU offload.<\/li>\n\n\n<li>Kh\u00f4ng c\u00f3 giao di\u1ec7n \u0111\u1ed3 ho\u1ea1 n\u1ebfu d\u00f9ng \u0111\u1ed9c l\u1eadp.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> l\u1eadp tr\u00ecnh vi\u00ean, nh\u00e0 nghi\u00ean c\u1ee9u, ng\u01b0\u1eddi c\u1ea7n ki\u1ec3m so\u00e1t \u1edf c\u1ea5p th\u1ea5p ho\u1eb7c ch\u1ea1y tr\u00ean thi\u1ebft b\u1ecb nh\u00fang.<\/p>\n\n\n\n<h3 id=\"LocalAI:_API_t\u01b0\u01a1ng_th\u00edch_OpenAI_cho_nhi\u1ec1u_lo\u1ea1i_model\">LocalAI: API t\u01b0\u01a1ng th\u00edch OpenAI cho nhi\u1ec1u lo\u1ea1i model<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/localai.io\" target=\"_blank\" rel=\"noopener nofollow\">localai.io<\/a> | Gi\u1ea5y ph\u00e9p: MIT<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LocalAI l\u00e0 m\u1ed9t \u0111i\u1ec3m cu\u1ed1i API t\u01b0\u01a1ng th\u00edch OpenAI \u0111\u1ee9ng tr\u01b0\u1edbc nhi\u1ec1u backend: llama.cpp cho v\u0103n b\u1ea3n, Whisper cho gi\u1ecdng n\u00f3i, model t\u1ea1o \u1ea3nh\u2026 Nh\u1edd \u0111\u00f3, \u1ee9ng d\u1ee5ng \u0111ang g\u1ecdi OpenAI API c\u00f3 th\u1ec3 chuy\u1ec3n sang h\u1ea1 t\u1ea7ng t\u1ef1 host m\u00e0 \u00edt ph\u1ea3i s\u1eeda code.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1276\" height=\"628\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-9.png\" alt=\"\u1ea2nh ch\u1ee5p trang ch\u1ee7 LocalAI: The free, OpenAI and Anthropic alternative, Drop-in replacement for OpenAI API, Open Source MIT Licensed\" class=\"wp-image-125675\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-9.png 1276w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-9-300x148.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-9-1024x504.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-9-768x378.png 768w\" sizes=\"(max-width: 1276px) 100vw, 1276px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>V\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh trong c\u00f9ng m\u1ed9t API.<\/li>\n\n\n<li>Tri\u1ec3n khai b\u1eb1ng Docker, Kubernetes.<\/li>\n\n\n<li>H\u1ee3p \u0111\u1ec3 thay OpenAI API trong \u1ee9ng d\u1ee5ng c\u00f3 s\u1eb5n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1ea7n nhi\u1ec1u ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt h\u01a1n LM Studio, GPT4All.<\/li>\n\n\n<li>Hi\u1ec7u n\u0103ng ph\u1ee5 thu\u1ed9c backend \u0111\u01b0\u1ee3c ch\u1ecdn.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> l\u1eadp tr\u00ecnh vi\u00ean mu\u1ed1n chuy\u1ec3n t\u1eeb OpenAI API sang gi\u1ea3i ph\u00e1p t\u1ef1 host.<\/p>\n\n\n\n<h3 id=\"MLX-LM:_ch\u1ea1y_model_tr\u00ean_Mac_Apple_Silicon\">MLX-LM: ch\u1ea1y model tr\u00ean Mac Apple Silicon<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/github.com\/ml-explore\/mlx-lm\" target=\"_blank\" rel=\"noopener nofollow\">github.com\/ml-explore\/mlx-lm<\/a> | Gi\u1ea5y ph\u00e9p: MIT<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MLX-LM l\u00e0 th\u01b0 vi\u1ec7n c\u1ee7a Apple (nh\u00f3m ml-explore) d\u1ef1a tr\u00ean MLX, framework t\u1ed1i \u01b0u cho chip Apple Silicon, d\u00f9ng \u0111\u1ec3 ch\u1ea1y v\u00e0 tinh ch\u1ec9nh LLM tr\u00ean Mac. LM Studio c\u0169ng d\u00f9ng MLX l\u00e0m m\u1ed9t engine tr\u00ean Mac Apple Silicon.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1236\" height=\"642\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-10.png\" alt=\"\u1ea2nh ch\u1ee5p trang MLX: MLX is an array framework for efficient and flexible machine learning on Apple silicon\" class=\"wp-image-125676\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-10.png 1236w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-10-300x156.png 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-10-1024x532.png 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-10-768x399.png 768w\" sizes=\"(max-width: 1236px) 100vw, 1236px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ed1i \u01b0u cho Apple Silicon.<\/li>\n\n\n<li>Sinh v\u0103n b\u1ea3n v\u00e0 tinh ch\u1ec9nh (fine-tuning) b\u1eb1ng Python.<\/li>\n\n\n<li>T\u1ea3i model tr\u1ef1c ti\u1ebfp t\u1eeb Hugging Face.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u1ea1n ch\u1ebf:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ec9 d\u00e0nh cho Mac Apple Silicon.<\/li>\n\n\n<li>C\u1ea7n k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> l\u1eadp tr\u00ecnh vi\u00ean d\u00f9ng Mac, nh\u00e0 nghi\u00ean c\u1ee9u c\u1ea7n tinh ch\u1ec9nh model nh\u1eb9.<\/p>\n\n\n\n<h3 id=\"Pinokio:_c\u00e0i_\u1ee9ng_d\u1ee5ng_AI_b\u1eb1ng_m\u1ed9t_c\u00fa_nh\u1ea5p\">Pinokio: c\u00e0i \u1ee9ng d\u1ee5ng AI b\u1eb1ng m\u1ed9t c\u00fa nh\u1ea5p<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Website: <a href=\"https:\/\/pinokio.co\" target=\"_blank\" rel=\"noopener nofollow\">pinokio.co<\/a> | Gi\u1ea5y ph\u00e9p: MIT | H\u1ec7 \u0111i\u1ec1u h\u00e0nh: Windows, macOS, Linux<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pinokio gi\u1ed1ng m\u1ed9t &#8220;kho \u1ee9ng d\u1ee5ng&#8221; cho AI local: thay v\u00ec t\u1ef1 ch\u1ea1y l\u1ec7nh git, pip, c\u00e0i CUDA, b\u1ea1n t\u00ecm \u1ee9ng d\u1ee5ng trong Pinokio v\u00e0 nh\u1ea5n c\u00e0i. Ngo\u00e0i LLM, Pinokio c\u00f3 c\u1ea3 \u1ee9ng d\u1ee5ng t\u1ea1o \u1ea3nh, video, gi\u1ecdng n\u00f3i.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1493\" height=\"729\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-11.jpg\" alt=\"\u1ea2nh ch\u1ee5p danh m\u1ee5c \u1ee9ng d\u1ee5ng trong Pinokio: c\u00e1c script c\u1ed9ng \u0111\u1ed3ng nh\u01b0 FasterLive-Pinokio, hyperframes-studio, Wan2GP\" class=\"wp-image-125677\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-11.jpg 1493w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-11-300x146.jpg 300w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-11-1024x500.jpg 1024w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/06\/word-image-125666-11-768x375.jpg 768w\" sizes=\"(max-width: 1493px) 100vw, 1493px\" \/><figcaption class=\"wp-element-caption\">\u1ea2nh ch\u1ee5p trang ch\u1ee7 t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i (06\/2026), giao di\u1ec7n c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u1ed5i.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ef1 \u0111\u1ed9ng ho\u00e1 c\u00e1c b\u01b0\u1edbc c\u00e0i \u0111\u1eb7t ph\u1ee9c t\u1ea1p.<\/li>\n\n\n<li>Danh m\u1ee5c script do c\u1ed9ng \u0111\u1ed3ng \u0111\u00f3ng g\u00f3p.<\/li>\n\n\n<li>C\u00f3 c\u1ea3 \u1ee9ng d\u1ee5ng LLM l\u1eabn \u0111a ph\u01b0\u01a1ng ti\u1ec7n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>L\u01b0u \u00fd:<\/strong> m\u1ed7i \u1ee9ng d\u1ee5ng trong Pinokio l\u00e0 script c\u1ed9ng \u0111\u1ed3ng ch\u1ea1y tr\u00ean m\u00e1y b\u1ea1n v\u1edbi quy\u1ec1n c\u1ee7a b\u1ea1n; ch\u1ec9 c\u00e0i script t\u1eeb ngu\u1ed3n b\u1ea1n tin c\u1eady.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ph\u00f9 h\u1ee3p v\u1edbi:<\/strong> ng\u01b0\u1eddi mu\u1ed1n th\u1eed nhi\u1ec1u \u1ee9ng d\u1ee5ng AI m\u00e0 kh\u00f4ng t\u1ef1 x\u1eed l\u00fd c\u00e0i \u0111\u1eb7t.<\/p>\n\n\n\n<h2 id=\"N\u00ean_ch\u1ecdn_c\u00f4ng_c\u1ee5_n\u00e0o_cho_t\u1eebng_tr\u01b0\u1eddng_h\u1ee3p_s\u1eed_d\u1ee5ng?\">N\u00ean ch\u1ecdn c\u00f4ng c\u1ee5 n\u00e0o cho t\u1eebng tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch ch\u1ecdn nhanh l\u00e0 b\u1eaft \u0111\u1ea7u t\u1eeb vi\u1ec7c b\u1ea1n c\u1ea7n l\u00e0m: chat tr\u00ean m\u00e1y, g\u1ecdi API t\u1eeb \u1ee9ng d\u1ee5ng, h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u, ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi hay ch\u1ec9 c\u00f3 CPU. M\u1ed7i tr\u01b0\u1eddng h\u1ee3p d\u01b0\u1edbi \u0111\u00e2y g\u1ee3i \u00fd m\u1ed9t hai c\u00f4ng c\u1ee5 \u0111\u1ec3 b\u1eaft \u0111\u1ea7u; sau khi quen, b\u1ea1n c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p nhi\u1ec1u c\u00f4ng c\u1ee5.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>M\u1edbi d\u00f9ng AI local l\u1ea7n \u0111\u1ea7u:<\/strong> LM Studio ho\u1eb7c Jan; c\u00e0i trong v\u00e0i ph\u00fat, giao di\u1ec7n quen thu\u1ed9c, kh\u00f4ng c\u1ea7n terminal.<\/li>\n\n\n<li><strong>L\u1eadp tr\u00ecnh vi\u00ean c\u1ea7n t\u00edch h\u1ee3p v\u00e0o \u1ee9ng d\u1ee5ng:<\/strong> Ollama ho\u1eb7c LM Studio (API t\u01b0\u01a1ng th\u00edch OpenAI); llama.cpp n\u1ebfu c\u1ea7n ki\u1ec3m so\u00e1t s\u00e2u.<\/li>\n\n\n<li><strong>H\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9:<\/strong> AnythingLLM; GPT4All (LocalDocs) cho nhu c\u1ea7u c\u00e1 nh\u00e2n \u0111\u01a1n gi\u1ea3n.<\/li>\n\n\n<li><strong>Nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng trong doanh nghi\u1ec7p:<\/strong> vLLM tr\u00ean m\u00e1y ch\u1ee7 GPU, ho\u1eb7c Open WebUI k\u1ebft h\u1ee3p Ollama cho nh\u00f3m nh\u1ecf.<\/li>\n\n\n<li><strong>\u01afu ti\u00ean quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 m\u00e3 ngu\u1ed3n m\u1edf:<\/strong> Jan, Ollama, llama.cpp.<\/li>\n\n\n<li><strong>Mu\u1ed1n th\u1eed nhi\u1ec1u \u1ee9ng d\u1ee5ng AI:<\/strong> Pinokio, nh\u01b0ng ch\u1ec9 c\u00e0i script \u0111\u00e1ng tin c\u1eady.<\/li>\n\n\n<li><strong>D\u00f9ng Mac Apple Silicon:<\/strong> LM Studio (c\u00f3 engine MLX), Ollama ho\u1eb7c MLX-LM.<\/li>\n\n\n<li><strong>Ch\u1ec9 c\u00f3 CPU:<\/strong> Ollama, LM Studio, GPT4All ho\u1eb7c llama.cpp v\u1edbi model nh\u1ecf \u0111\u00e3 l\u01b0\u1ee3ng t\u1eed ho\u00e1.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"G\u1ee3i_\u00fd_c\u1ea5u_h\u00ecnh_ph\u1ea7n_c\u1ee9ng_cho_local_model\">G\u1ee3i \u00fd c\u1ea5u h\u00ecnh ph\u1ea7n c\u1ee9ng cho local model<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ea5u h\u00ecnh c\u1ea7n thi\u1ebft ph\u1ee5 thu\u1ed9c k\u00edch th\u01b0\u1edbc model v\u00e0 m\u1ee9c n\u00e9n, n\u00ean kh\u00f4ng c\u00f3 m\u1ed9t con s\u1ed1 chung cho m\u1ecdi m\u00e1y. Nguy\u00ean t\u1eafc l\u00e0 model c\u00e0ng l\u1edbn c\u00e0ng c\u1ea7n nhi\u1ec1u RAM ho\u1eb7c VRAM, b\u1ea3n l\u01b0\u1ee3ng t\u1eed ho\u00e1 nh\u1eb9 h\u01a1n, GPU c\u00f3 \u0111\u1ee7 VRAM th\u00ec nhanh h\u01a1n r\u00f5 so v\u1edbi ch\u1ec9 d\u00f9ng CPU.<\/p>\n\n\n\n<h3 id=\"Y\u00eau_c\u1ea7u_t\u1ed1i_thi\u1ec3u_do_nh\u00e0_ph\u00e1t_tri\u1ec3n_c\u00f4ng_b\u1ed1\">Y\u00eau c\u1ea7u t\u1ed1i thi\u1ec3u do nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng b\u1ed1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LM Studio<\/strong> (<a href=\"https:\/\/lmstudio.ai\/docs\/app\/system-requirements\" target=\"_blank\" rel=\"noopener nofollow\">System Requirements<\/a>): khuy\u00ean t\u1eeb 16GB RAM; Windows x64 c\u1ea7n CPU c\u00f3 AVX2 v\u00e0 khuy\u00ean GPU c\u00f3 \u00edt nh\u1ea5t 4GB VRAM; Mac ph\u1ea3i l\u00e0 Apple Silicon, macOS 14 tr\u1edf l\u00ean.<\/li>\n\n\n<li><strong>Ollama<\/strong> (<a href=\"https:\/\/docs.ollama.com\/windows\" target=\"_blank\" rel=\"noopener nofollow\">t\u00e0i li\u1ec7u Windows<\/a>): Windows 10 22H2 tr\u1edf l\u00ean, \u00edt nh\u1ea5t 4GB tr\u1ed1ng cho b\u1ed9 c\u00e0i, ch\u01b0a k\u1ec3 dung l\u01b0\u1ee3ng model (c\u00f3 th\u1ec3 h\u00e0ng ch\u1ee5c GB); t\u00e0i li\u1ec7u kh\u00f4ng n\u00eau RAM t\u1ed1i thi\u1ec3u.<\/li>\n\n\n<li><strong>vLLM<\/strong>: h\u01b0\u1edbng t\u1edbi m\u00e1y ch\u1ee7; xem nh\u00e1nh GPU, CPU ho\u1eb7c TPU trong t\u00e0i li\u1ec7u c\u00e0i \u0111\u1eb7t.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"C\u00e1ch_\u01b0\u1edbc_l\u01b0\u1ee3ng_tr\u00ean_m\u00e1y_c\u1ee7a_b\u1ea1n\">C\u00e1ch \u01b0\u1edbc l\u01b0\u1ee3ng tr\u00ean m\u00e1y c\u1ee7a b\u1ea1n<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u1eaft \u0111\u1ea7u v\u1edbi model nh\u1ecf, b\u1ea3n l\u01b0\u1ee3ng t\u1eed ho\u00e1 4-bit, ng\u1eef c\u1ea3nh ng\u1eafn; t\u0103ng d\u1ea7n khi th\u1ea5y m\u00e1y c\u00f2n d\u01b0 b\u1ed9 nh\u1edb.<\/li>\n\n\n<li>D\u00f9ng \u00f4 \u01b0\u1edbc t\u00ednh b\u1ed9 nh\u1edb c\u1ee7a LM Studio ho\u1eb7c l\u1ec7nh <code>ollama ps<\/code> \u0111\u1ec3 xem model \u0111ang ch\u1ea1y tr\u00ean GPU hay CPU.<\/li>\n\n\n<li>Mac Apple Silicon d\u00f9ng chung RAM cho CPU v\u00e0 GPU, n\u00ean dung l\u01b0\u1ee3ng RAM quy\u1ebft \u0111\u1ecbnh c\u1ee1 model ch\u1ea1y \u0111\u01b0\u1ee3c.<\/li>\n\n\n<li>Ng\u1eef c\u1ea3nh d\u00e0i v\u00e0 nhi\u1ec1u y\u00eau c\u1ea7u song song l\u00e0m t\u0103ng b\u1ed9 nh\u1edb c\u1ea7n d\u00f9ng.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"Ch\u1ea1y_c\u00f4ng_c\u1ee5_local_model_tr\u00ean_VPS\">Ch\u1ea1y c\u00f4ng c\u1ee5 local model tr\u00ean VPS<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c c\u00f4ng c\u1ee5 c\u00f3 b\u1ea3n cho Linux kh\u00f4ng giao di\u1ec7n nh\u01b0 Ollama, llmster c\u1ee7a LM Studio, llama.cpp, vLLM, LocalAI v\u00e0 Open WebUI \u0111\u1ec1u ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean VPS. 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, giao di\u1ec7n web v\u00e0 g\u1ecdi API cloud cho vi\u1ec7c n\u1eb7ng.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u1eef API c\u1ee7a model \u1edf 127.0.0.1; n\u1ebfu c\u1ea7n truy c\u1eadp t\u1eeb ngo\u00e0i, \u0111\u1eb7t sau reverse proxy c\u00f3 x\u00e1c th\u1ef1c v\u00e0 gi\u1edbi h\u1ea1n IP.<\/li>\n\n\n<li>LM Studio ch\u1ea1y n\u1ec1n tr\u00ean m\u00e1y ch\u1ee7 b\u1eb1ng llmster (<a href=\"https:\/\/lmstudio.ai\/docs\/developer\/core\/headless\" target=\"_blank\" rel=\"noopener nofollow\">t\u00e0i li\u1ec7u Headless<\/a>); Ollama c\u00e0i b\u1eb1ng script ch\u00ednh th\u1ee9c v\u00e0 ch\u1ea1y d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 systemd.<\/li>\n\n\n<li>So s\u00e1nh ch\u1ea1y tr\u00ean m\u00e1y c\u00e1 nh\u00e2n v\u00e0 tr\u00ean VPS c\u00f3 \u1edf b\u00e0i <a href=\"https:\/\/tino.vn\/blog\/local-model-la-gi\/\">local model l\u00e0 g\u00ec<\/a>; 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>.<\/li>\n<\/ul>\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\">Ch\u1ecdn c\u00f4ng c\u1ee5 ch\u1ea1y local model n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb nhu c\u1ea7u: LM Studio ho\u1eb7c Jan \u0111\u1ec3 l\u00e0m quen, Ollama \u0111\u1ec3 t\u00edch h\u1ee3p, AnythingLLM \u0111\u1ec3 h\u1ecfi \u0111\u00e1p t\u00e0i li\u1ec7u, vLLM khi ph\u1ee5c v\u1ee5 nhi\u1ec1u ng\u01b0\u1eddi. Ch\u1ea5t l\u01b0\u1ee3ng c\u00e2u tr\u1ea3 l\u1eddi ph\u1ee5 thu\u1ed9c model b\u1ea1n ch\u1ea1y; danh s\u00e1ch model m\u1edf 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>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu m\u1edbi b\u1eaft \u0111\u1ea7u, b\u1ea1n kh\u00f4ng c\u1ea7n ch\u1ecdn c\u00f4ng c\u1ee5 ph\u1ee9c t\u1ea1p nh\u1ea5t. H\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t model nh\u1ecf, m\u1ed9t c\u00f4ng c\u1ee5 d\u1ec5 d\u00f9ng v\u00e0 m\u1ed9t nhu c\u1ea7u th\u1eadt r\u00f5. Sau khi hi\u1ec3u c\u00e1ch local model ho\u1ea1t \u0111\u1ed9ng, b\u1ea1n c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng sang AI Agent, RAG, API n\u1ed9i b\u1ed9 ho\u1eb7c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a chuy\u00ean s\u00e2u h\u01a1n.<\/p>\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=\"Local_model_c\u00f3_c\u1ea7n_Internet_kh\u00f4ng?\">Local model c\u00f3 c\u1ea7n Internet 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\u1ea7n Internet khi t\u1ea3i c\u00f4ng c\u1ee5, t\u1ea3i model v\u00e0 c\u1eadp nh\u1eadt. Sau khi c\u00e0i \u0111\u1ee7, chat v\u00e0 x\u1eed l\u00fd t\u00e0i li\u1ec7u v\u1edbi model local ch\u1ea1y \u0111\u01b0\u1ee3c khi kh\u00f4ng c\u00f3 m\u1ea1ng, tr\u1eeb khi b\u1ea1n b\u1eadt t\u00ecm ki\u1ebfm web ho\u1eb7c n\u1ed1i v\u1edbi 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=\"D\u1eef_li\u1ec7u_c\u1ee7a_t\u00f4i_c\u00f3_th\u1ef1c_s\u1ef1_an_to\u00e0n_khi_d\u00f9ng_local_model_kh\u00f4ng?\">D\u1eef li\u1ec7u c\u1ee7a t\u00f4i c\u00f3 th\u1ef1c s\u1ef1 an to\u00e0n khi d\u00f9ng local model 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\">An to\u00e0n h\u01a1n g\u1eedi l\u00ean d\u1ecbch v\u1ee5 b\u00ean ngo\u00e0i, v\u00ec prompt \u0111\u01b0\u1ee3c x\u1eed l\u00fd tr\u00ean m\u00e1y. Nh\u01b0ng v\u1eabn c\u00f3 r\u1ee7i ro: m\u1edf API ra m\u1ea1ng kh\u00f4ng x\u00e1c th\u1ef1c, c\u00e0i plugin, MCP server hay script kh\u00f4ng r\u00f5 ngu\u1ed3n, ho\u1eb7c n\u1ed1i c\u00f4ng c\u1ee5 v\u1edbi API cloud. H\u00e3y gi\u1eef API \u1edf 127.0.0.1 v\u00e0 ch\u1ec9 c\u00e0i th\u00e0nh ph\u1ea7n \u0111\u00e1ng tin c\u1eady.<\/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=\"Local_model_c\u00f3_mi\u1ec5n_ph\u00ed_ho\u00e0n_to\u00e0n_kh\u00f4ng?\">Local model c\u00f3 mi\u1ec5n ph\u00ed ho\u00e0n to\u00e0n 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\">Nhi\u1ec1u c\u00f4ng c\u1ee5 mi\u1ec5n ph\u00ed ho\u1eb7c m\u00e3 ngu\u1ed3n m\u1edf, nh\u01b0ng b\u1ea1n v\u1eabn tr\u1ea3 ti\u1ec1n ph\u1ea7n c\u1ee9ng, \u0111i\u1ec7n, \u1ed5 c\u1ee9ng ho\u1eb7c VPS n\u1ebfu ch\u1ea1y tr\u00ean m\u00e1y ch\u1ee7. Chi ph\u00ed n\u1eb1m \u1edf h\u1ea1 t\u1ea7ng thay v\u00ec token API. \u0110\u00e1nh \u0111\u1ed5i chi ti\u1ebft c\u00f3 \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\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=\"Local_model_c\u00f3_th\u1ec3_hi\u1ec3u_v\u00e0_tr\u1ea3_l\u1eddi_b\u1eb1ng_ti\u1ebfng_Vi\u1ec7t_kh\u00f4ng?\">Local model c\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 tr\u1ea3 l\u1eddi b\u1eb1ng ti\u1ebfng Vi\u1ec7t 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, nh\u01b0ng ch\u1ea5t l\u01b0\u1ee3ng tu\u1ef3 model. N\u00ean ch\u1ecdn model \u0111a ng\u00f4n ng\u1eef (nhi\u1ec1u d\u00f2ng Qwen, Gemma, Llama c\u00f3 h\u1ed7 tr\u1ee3 ti\u1ebfng Vi\u1ec7t \u1edf m\u1ee9c kh\u00e1c nhau) v\u00e0 th\u1eed v\u1edbi v\u00e0i c\u00e2u h\u1ecfi th\u1eadt tr\u01b0\u1edbc khi d\u00f9ng; model qu\u00e1 nh\u1ecf th\u01b0\u1eddng tr\u1ea3 l\u1eddi ti\u1ebfng Vi\u1ec7t k\u00e9m h\u01a1n.<\/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=\"M\u00e1y_t\u00ednh_c\u1ee7a_t\u00f4i_kh\u00f4ng_c\u00f3_GPU_r\u1eddi,_c\u00f3_d\u00f9ng_\u0111\u01b0\u1ee3c_local_model_kh\u00f4ng?\">M\u00e1y t\u00ednh c\u1ee7a t\u00f4i kh\u00f4ng c\u00f3 GPU r\u1eddi, c\u00f3 d\u00f9ng \u0111\u01b0\u1ee3c local model 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\">\u0110\u01b0\u1ee3c. Ollama, LM Studio, GPT4All v\u00e0 llama.cpp \u0111\u1ec1u ch\u1ea1y b\u1eb1ng CPU. T\u1ed1c \u0111\u1ed9 ch\u1eadm h\u01a1n r\u00f5 so v\u1edbi GPU, n\u00ean ch\u1ecdn model nh\u1ecf, b\u1ea3n l\u01b0\u1ee3ng t\u1eed ho\u00e1 4-bit v\u00e0 ng\u1eef c\u1ea3nh ng\u1eafn.<\/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\": \"Local model c\u00f3 c\u1ea7n Internet 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\u1ea7n Internet khi t\u1ea3i c\u00f4ng c\u1ee5, t\u1ea3i model v\u00e0 c\u1eadp nh\u1eadt. Sau khi c\u00e0i \u0111\u1ee7, chat v\u00e0 x\u1eed l\u00fd t\u00e0i li\u1ec7u v\u1edbi model local ch\u1ea1y \u0111\u01b0\u1ee3c khi kh\u00f4ng c\u00f3 m\u1ea1ng, tr\u1eeb khi b\u1ea1n b\u1eadt t\u00ecm ki\u1ebfm web ho\u1eb7c n\u1ed1i v\u1edbi 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\": \"D\u1eef li\u1ec7u c\u1ee7a t\u00f4i c\u00f3 th\u1ef1c s\u1ef1 an to\u00e0n khi d\u00f9ng local model kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>An to\u00e0n h\u01a1n g\u1eedi l\u00ean d\u1ecbch v\u1ee5 b\u00ean ngo\u00e0i, v\u00ec prompt \u0111\u01b0\u1ee3c x\u1eed l\u00fd tr\u00ean m\u00e1y. Nh\u01b0ng v\u1eabn c\u00f3 r\u1ee7i ro: m\u1edf API ra m\u1ea1ng kh\u00f4ng x\u00e1c th\u1ef1c, c\u00e0i plugin, MCP server hay script kh\u00f4ng r\u00f5 ngu\u1ed3n, ho\u1eb7c n\u1ed1i c\u00f4ng c\u1ee5 v\u1edbi API cloud. H\u00e3y gi\u1eef API \u1edf 127.0.0.1 v\u00e0 ch\u1ec9 c\u00e0i th\u00e0nh ph\u1ea7n \u0111\u00e1ng tin c\u1eady.<\/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\": \"Local model c\u00f3 mi\u1ec5n ph\u00ed ho\u00e0n to\u00e0n kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Nhi\u1ec1u c\u00f4ng c\u1ee5 mi\u1ec5n ph\u00ed ho\u1eb7c m\u00e3 ngu\u1ed3n m\u1edf, nh\u01b0ng b\u1ea1n v\u1eabn tr\u1ea3 ti\u1ec1n ph\u1ea7n c\u1ee9ng, \u0111i\u1ec7n, \u1ed5 c\u1ee9ng ho\u1eb7c VPS n\u1ebfu ch\u1ea1y tr\u00ean m\u00e1y ch\u1ee7. Chi ph\u00ed n\u1eb1m \u1edf h\u1ea1 t\u1ea7ng thay v\u00ec token API. \u0110\u00e1nh \u0111\u1ed5i chi ti\u1ebft c\u00f3 \u1edf b\u00e0i <a>\u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m khi d\u00f9ng model AI mi\u1ec5n ph\u00ed<\/a>.<\/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\": \"Local model c\u00f3 th\u1ec3 hi\u1ec3u v\u00e0 tr\u1ea3 l\u1eddi b\u1eb1ng ti\u1ebfng Vi\u1ec7t 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, nh\u01b0ng ch\u1ea5t l\u01b0\u1ee3ng tu\u1ef3 model. N\u00ean ch\u1ecdn model \u0111a ng\u00f4n ng\u1eef (nhi\u1ec1u d\u00f2ng Qwen, Gemma, Llama c\u00f3 h\u1ed7 tr\u1ee3 ti\u1ebfng Vi\u1ec7t \u1edf m\u1ee9c kh\u00e1c nhau) v\u00e0 th\u1eed v\u1edbi v\u00e0i c\u00e2u h\u1ecfi th\u1eadt tr\u01b0\u1edbc khi d\u00f9ng; model qu\u00e1 nh\u1ecf th\u01b0\u1eddng tr\u1ea3 l\u1eddi ti\u1ebfng Vi\u1ec7t k\u00e9m h\u01a1n.<\/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\": \"M\u00e1y t\u00ednh c\u1ee7a t\u00f4i kh\u00f4ng c\u00f3 GPU r\u1eddi, c\u00f3 d\u00f9ng \u0111\u01b0\u1ee3c local model 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\u01b0\u1ee3c. Ollama, LM Studio, GPT4All v\u00e0 llama.cpp \u0111\u1ec1u ch\u1ea1y b\u1eb1ng CPU. T\u1ed1c \u0111\u1ed9 ch\u1eadm h\u01a1n r\u00f5 so v\u1edbi GPU, n\u00ean ch\u1ecdn model nh\u1ecf, b\u1ea3n l\u01b0\u1ee3ng t\u1eed ho\u00e1 4-bit v\u00e0 ng\u1eef c\u1ea3nh ng\u1eafn.<\/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>C\u00f4ng c\u1ee5 ch\u1ea1y local model l\u00e0 ph\u1ea7n m\u1ec1m gi\u00fap t\u1ea3i v\u00e0 ch\u1ea1y model AI c\u00f3 tr\u1ecdng s\u1ed1 m\u1edf tr\u00ean m\u00e1y t\u00ednh ho\u1eb7c m\u00e1y ch\u1ee7 c\u1ee7a b\u1ea1n, v\u00ed d\u1ee5 Ollama, LM Studio, Jan hay vLLM. B\u00e0i thu\u1ed9c c\u1ee5m ch\u1ea1y model local (trang t\u1ed5ng quan: LLM API key mi\u1ec5n ph\u00ed) v\u00e0 so s\u00e1nh 11 c\u00f4ng c\u1ee5 theo [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":132852,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7674],"tags":[7639],"class_list":["post-125666","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-ai","tag-cong-cu-chay-local-model"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125666","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=125666"}],"version-history":[{"count":3,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125666\/revisions"}],"predecessor-version":[{"id":132999,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/125666\/revisions\/132999"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/132852"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=125666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=125666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=125666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}