{"id":3056,"date":"2026-07-01T15:45:51","date_gmt":"2026-07-01T12:45:51","guid":{"rendered":"https:\/\/shareai.now\/?p=3056"},"modified":"2026-07-01T15:45:51","modified_gmt":"2026-07-01T12:45:51","slug":"dinh-tuyen-mo-hinh-trong-so-mo-tu-luu-tru","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/nha-phat-trien\/dinh-tuyen-mo-hinh-trong-so-mo-tu-luu-tru\/","title":{"rendered":"M\u00f4 h\u00ecnh tr\u1ecdng l\u01b0\u1ee3ng m\u1edf t\u1ef1 l\u01b0u tr\u1eef: \u0110i\u1ec1u h\u01b0\u1edbng m\u00e0 kh\u00f4ng ph\u00e2n nh\u00e1nh ng\u0103n x\u1ebfp c\u1ee7a b\u1ea1n"},"content":{"rendered":"<p>C\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf t\u1ef1 l\u01b0u tr\u1eef c\u00f3 th\u1ec3 l\u00e0 c\u00e2u tr\u1ea3 l\u1eddi \u0111\u00fang khi m\u1ed9t kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ea7n ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd h\u01a1n v\u1ec1 d\u1eef li\u1ec7u, chi ph\u00ed, t\u00f9y ch\u1ec9nh ho\u1eb7c kh\u1ea3 n\u0103ng s\u1eb5n c\u00f3. Ph\u1ea7n kh\u00f3 kh\u0103n hi\u1ebfm khi l\u00e0 quy\u1ebft \u0111\u1ecbnh r\u1eb1ng m\u1ed9t m\u00f4 h\u00ecnh n\u00ean ch\u1ea1y trong m\u00f4i tr\u01b0\u1eddng c\u1ee7a b\u1ea1n. Ph\u1ea7n kh\u00f3 kh\u0103n l\u00e0 ng\u0103n quy\u1ebft \u0111\u1ecbnh \u0111\u00f3 tr\u1edf th\u00e0nh m\u1ed9t ng\u0103n s\u1ea3n ph\u1ea9m th\u1ee9 hai.<\/p>\n\n\n\n<p>N\u1ebfu m\u1ed9t m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng m\u1ed9t API kh\u00e1c, m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn ph\u1ee5c v\u1ee5 kh\u00e1c, m\u1ed9t m\u00f4 h\u00ecnh chi ph\u00ed kh\u00e1c, v\u00e0 m\u1ed9t lu\u1ed3ng thanh to\u00e1n kh\u00e1ch h\u00e0ng kh\u00e1c, m\u1ed7i quy\u1ebft \u0111\u1ecbnh m\u00f4 h\u00ecnh trong t\u01b0\u01a1ng lai s\u1ebd tr\u1edf n\u00ean n\u1eb7ng n\u1ec1 h\u01a1n. M\u1eabu t\u1ed1t h\u01a1n l\u00e0 gi\u1eef cho \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t giao di\u1ec7n \u1ed5n \u0111\u1ecbnh trong khi l\u1edbp m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 thay \u0111\u1ed5i b\u00ean d\u01b0\u1edbi n\u00f3.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea1i sao c\u00e1c nh\u00f3m t\u1ef1 l\u01b0u tr\u1eef c\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf<\/h2>\n\n\n\n<p>T\u1ef1 l\u01b0u tr\u1eef kh\u00f4ng ch\u1ee7 y\u1ebfu l\u00e0 \u0111\u1ec3 theo \u0111u\u1ed5i m\u1ed9t ti\u00eau chu\u1ea9n. N\u00f3 th\u01b0\u1eddng xu\u1ea5t ph\u00e1t t\u1eeb m\u1ed9t trong b\u1ed1n nhu c\u1ea7u th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u:<\/strong> M\u1ed9t s\u1ed1 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c kh\u00f4ng th\u1ec3 g\u1eedi h\u1ed3 s\u01a1 nh\u1ea1y c\u1ea3m \u0111\u1ebfn m\u1ed9t API c\u1ee7a b\u00ean th\u1ee9 ba.<\/li><li><strong>Chi ph\u00ed \u1edf quy m\u00f4 l\u1edbn:<\/strong> Suy lu\u1eadn c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn, c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c \u0111\u00f4i khi c\u00f3 th\u1ec3 bi\u1ec7n minh cho vi\u1ec7c s\u1edf h\u1eefu n\u0103ng l\u1ef1c GPU.<\/li><li><strong>T\u00f9y ch\u1ec9nh:<\/strong> Tr\u1ecdng s\u1ed1 m\u1edf c\u00f3 th\u1ec3 l\u00e0m cho vi\u1ec7c tinh ch\u1ec9nh ho\u1eb7c th\u00edch \u1ee9ng theo mi\u1ec1n tr\u1edf n\u00ean kh\u1ea3 thi khi gi\u1ea5y ph\u00e9p cho ph\u00e9p \u0111i\u1ec1u \u0111\u00f3.<\/li><li><strong>Kh\u1ea3 d\u1ee5ng:<\/strong> T\u1ef1 ch\u1ea1y m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn API th\u01b0\u01a1ng m\u1ea1i duy nh\u1ea5t, m\u1eb7c d\u00f9 n\u00f3 th\u00eam r\u1ee7i ro c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a ri\u00eang b\u1ea1n.<\/li><\/ul>\n\n\n\n<p>Tr\u1ecdng s\u1ed1 m\u1edf kh\u00f4ng t\u1ef1 \u0111\u1ed9ng c\u00f3 ngh\u0129a l\u00e0 kh\u00f4ng c\u00f3 ngh\u0129a v\u1ee5. C\u00e1c nh\u00f3m v\u1eabn c\u1ea7n xem x\u00e9t gi\u1ea5y ph\u00e9p m\u00f4 h\u00ecnh, c\u00e1c h\u1ea1n ch\u1ebf s\u1eed d\u1ee5ng, quy t\u1eafc ph\u00e2n ph\u1ed1i l\u1ea1i, y\u00eau c\u1ea7u ghi nh\u1eadn, v\u00e0 c\u00e1c \u0111i\u1ec1u kho\u1ea3n th\u01b0\u01a1ng m\u1ea1i tr\u01b0\u1edbc khi t\u1ef1 l\u01b0u tr\u1eef ho\u1eb7c tinh ch\u1ec9nh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">V\u1ea5n \u0111\u1ec1 Ng\u0103n Th\u1ee9 Hai<\/h2>\n\n\n\n<p>M\u1ed9t thi\u1ebft l\u1eadp t\u1ef1 l\u01b0u tr\u1eef ng\u00e2y th\u01a1 th\u01b0\u1eddng t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng song song. \u1ee8ng d\u1ee5ng c\u00f3 m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn cho c\u00e1c API \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef v\u00e0 m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn kh\u00e1c cho c\u00e1c m\u00f4 h\u00ecnh n\u1ed9i b\u1ed9. C\u00e1c nh\u00f3m n\u1ec1n t\u1ea3ng c\u00f3 s\u1ef1 quan s\u00e1t ri\u00eang bi\u1ec7t, gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9, logic d\u1ef1 ph\u00f2ng, v\u00e0 ki\u1ec3m so\u00e1t ng\u00e2n s\u00e1ch. B\u1ed9 ph\u1eadn t\u00e0i ch\u00ednh c\u00f3 m\u1ed9t m\u00f4 h\u00ecnh chi ph\u00ed kh\u00e1c. C\u00e1c nh\u00f3m s\u1ea3n ph\u1ea9m c\u00f3 m\u1ed9t cu\u1ed9c tr\u00f2 chuy\u1ec7n gi\u00e1 c\u1ea3 kh\u00e1c.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>L\u1edbp<\/th><th>Nh\u1eefng g\u00ec t\u1ef1 l\u01b0u tr\u1eef mang l\u1ea1i<\/th><th>Nh\u1eefng g\u00ec n\u00ean gi\u1eef nh\u1ea5t qu\u00e1n<\/th><\/tr><\/thead><tbody><tr><td>M\u00e3 \u1ee9ng d\u1ee5ng<\/td><td>T\u00ean m\u00f4 h\u00ecnh, \u0111i\u1ec3m cu\u1ed1i v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t trong ph\u1ea3n h\u1ed3i<\/td><td>M\u1ed9t m\u1eabu API \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u c\u00f3 th\u1ec3<\/td><\/tr><tr><td>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/td><td>C\u00f4ng c\u1ee5 ph\u1ee5c v\u1ee5, GPU, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, h\u00e0nh vi b\u1ed9 nh\u1edb \u0111\u1ec7m<\/td><td>Quy\u1ec1n s\u1edf h\u1eefu r\u00f5 r\u00e0ng v\u00e0 \u0111\u1ed9 tin c\u1eady c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng<\/td><\/tr><tr><td>V\u1eadn h\u00e0nh<\/td><td>Theo d\u00f5i, ng\u00e2n s\u00e1ch, ch\u00ednh s\u00e1ch, d\u1ef1 ph\u00f2ng, ki\u1ec3m so\u00e1t truy c\u1eadp<\/td><td>M\u1ed9t b\u1ec1 m\u1eb7t ki\u1ec3m so\u00e1t tr\u00ean c\u00e1c \u0111\u01b0\u1eddng d\u1eabn m\u00f4 h\u00ecnh<\/td><\/tr><tr><td>M\u00f4 h\u00ecnh th\u01b0\u01a1ng m\u1ea1i<\/td><td>Chi ph\u00ed d\u1ef1a tr\u00ean m\u1ee9c s\u1eed d\u1ee5ng v\u00e0 s\u1ef1 bi\u1ebfn \u0111\u1ed9ng gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng<\/td><td>M\u1ed9t c\u00e1ch l\u1eb7p l\u1ea1i \u0111\u1ec3 t\u00ednh ph\u00ed ti\u00eau th\u1ee5 AI<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>M\u1ed9t s\u1ed1 ph\u1ee9c t\u1ea1p l\u00e0 th\u1ef1c t\u1ebf. N\u1ebfu b\u1ea1n t\u1ef1 l\u01b0u tr\u1eef, ai \u0111\u00f3 s\u1ebd s\u1edf h\u1eefu GPU, c\u00e1c c\u00f4ng c\u1ee5 ph\u1ee5c v\u1ee5 nh\u01b0 vLLM ho\u1eb7c c\u00e1c ng\u0103n x\u1ebfp ki\u1ec3u SGLang, h\u00e0nh vi m\u1edf r\u1ed9ng, phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh v\u00e0 ph\u1ea3n h\u1ed3i s\u1ef1 c\u1ed1. Ph\u1ea7n c\u00f3 th\u1ec3 tr\u00e1nh \u0111\u01b0\u1ee3c l\u00e0 \u0111\u1ec3 s\u1ef1 ph\u1ee9c t\u1ea1p \u0111\u00f3 r\u00f2 r\u1ec9 v\u00e0o m\u1ecdi t\u00edch h\u1ee3p s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0110\u1ecbnh tuy\u1ebfn m\u00f4 h\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i \u1ee9ng d\u1ee5ng<\/h2>\n\n\n\n<p>Ki\u1ebfn tr\u00fac s\u1ea1ch r\u1ea5t d\u1ec5 m\u00f4 t\u1ea3: \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n g\u1ecdi m\u1ed9t giao di\u1ec7n m\u00f4 h\u00ecnh \u1ed5n \u0111\u1ecbnh, v\u00e0 c\u00e1c quy t\u1eafc \u0111\u1ecbnh tuy\u1ebfn quy\u1ebft \u0111\u1ecbnh li\u1ec7u m\u1ed9t y\u00eau c\u1ea7u s\u1ebd \u0111\u1ebfn API \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef, m\u1ed9t m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef, m\u1ed9t t\u00f9y ch\u1ecdn chi ph\u00ed th\u1ea5p h\u01a1n, hay m\u1ed9t \u0111\u01b0\u1eddng d\u1ef1 ph\u00f2ng. Ph\u1ea7n ph\u1ee5 tr\u1ee3 m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 thay \u0111\u1ed5i m\u00e0 kh\u00f4ng bu\u1ed9c s\u1ea3n ph\u1ea9m ph\u1ea3i thay \u0111\u1ed5i m\u1ed7i l\u1ea7n.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y kh\u00f4ng lo\u1ea1i b\u1ecf nhu c\u1ea7u \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t. N\u00f3 thay \u0111\u1ed5i nh\u1eefng g\u00ec b\u1ea1n \u0111\u00e1nh gi\u00e1. Thay v\u00ec ch\u1ec9 so s\u00e1nh ch\u1ea5t l\u01b0\u1ee3ng m\u00f4 h\u00ecnh, h\u00e3y so s\u00e1nh to\u00e0n b\u1ed9 quy tr\u00ecnh: \u0111\u1ed9 tr\u1ec5, chi ph\u00ed, kh\u1ea3 n\u0103ng s\u1eb5n s\u00e0ng, h\u00e0nh vi khi g\u1eb7p l\u1ed7i, tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 n\u1ed7 l\u1ef1c v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">V\u1ecb tr\u00ed c\u1ee7a ShareAI d\u00e0nh cho c\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng<\/h2>\n\n\n\n<p>ShareAI kh\u00f4ng ph\u1ea3i l\u00e0 n\u1ec1n t\u1ea3ng ph\u1ee5c v\u1ee5 m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef, c\u00f4ng c\u1ee5 x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng kh\u00f4ng c\u1ea7n m\u00e3, ho\u1eb7c n\u01a1i \u0111\u1ec3 l\u01b0u tr\u1eef \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n. \u1ee8ng d\u1ee5ng, plugin, quy tr\u00ecnh l\u00e0m vi\u1ec7c, s\u1ea3n ph\u1ea9m SaaS ho\u1eb7c d\u1ef1 \u00e1n m\u00e3 ngu\u1ed3n m\u1edf c\u1ee7a b\u1ea1n v\u1eabn n\u1eb1m ngo\u00e0i ShareAI.<\/p>\n\n\n\n<p>\u0110i\u1ec3m ph\u00f9 h\u1ee3p c\u1ee7a ShareAI l\u00e0 th\u1ecb tr\u01b0\u1eddng v\u00e0 con \u0111\u01b0\u1eddng ki\u1ebfm ti\u1ec1n. C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i l\u01b0u l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng AI hi\u1ec7n c\u00f3 v\u1edbi ShareAI, \u0111\u1ecbnh tuy\u1ebfn s\u1eed d\u1ee5ng qua <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=self-hosted-open-weight-models-routing\">m\u1ed9t API<\/a>, \u0111\u1eb7t ph\u1ee5 ph\u00ed ho\u1eb7c bi\u00ean l\u1ee3i nhu\u1eadn, v\u00e0 nh\u1eadn thanh to\u00e1n h\u00e0ng th\u00e1ng. \u0110i\u1ec1u n\u00e0y h\u1eefu \u00edch khi s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n c\u1ea7n truy c\u1eadp v\u00e0o c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef, l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh cao c\u1ea5p, ho\u1eb7c gi\u00e1 s\u1eed d\u1ee5ng h\u01b0\u1edbng t\u1edbi kh\u00e1ch h\u00e0ng m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng l\u1edbp thanh to\u00e1n m\u00f4 h\u00ecnh c\u1ee7a ri\u00eang b\u1ea1n.<\/p>\n\n\n\n<p>\u0110\u1ed1i v\u1edbi m\u1ed9t nh\u00f3m t\u1ef1 l\u01b0u tr\u1eef m\u1ed9t s\u1ed1 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c, \u0111i\u1ec1u n\u00e0y t\u1ea1o ra s\u1ef1 ph\u00e2n chia th\u1ef1c t\u1ebf. Ti\u1ebfp t\u1ee5c t\u1ef1 l\u01b0u tr\u1eef n\u01a1i ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u, chi ph\u00ed, ho\u1eb7c t\u00f9y ch\u1ec9nh th\u1ef1c s\u1ef1 c\u1ea7n thi\u1ebft. S\u1eed d\u1ee5ng ShareAI n\u01a1i truy c\u1eadp th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh v\u00e0 ki\u1ebfm ti\u1ec1n d\u1ef1a tr\u00ean s\u1eed d\u1ee5ng n\u00ean \u0111\u01a1n gi\u1ea3n h\u01a1n cho s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n v\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0110\u1ecbnh gi\u00e1 s\u1eed d\u1ee5ng AI m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng l\u1ea1i h\u1ec7 th\u1ed1ng thanh to\u00e1n<\/h2>\n\n\n\n<p>Vi\u1ec7c s\u1eed d\u1ee5ng AI v\u1ed1n kh\u00f4ng \u0111\u1ed3ng \u0111\u1ec1u. M\u1ed9t kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 ch\u1ec9 ch\u1ea1y t\u00f3m t\u1eaft nh\u1eb9. M\u1ed9t kh\u00e1ch h\u00e0ng kh\u00e1c c\u00f3 th\u1ec3 g\u1ecdi c\u00e1c m\u00f4 h\u00ecnh suy lu\u1eadn \u0111\u1eaft ti\u1ec1n c\u1ea3 ng\u00e0y. M\u1ed9t kh\u00e1ch h\u00e0ng th\u1ee9 ba c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch t\u00e0i li\u1ec7u b\u00f9ng n\u1ed5. C\u00e1c g\u00f3i \u0111\u0103ng k\u00fd c\u1ed1 \u0111\u1ecbnh c\u00f3 th\u1ec3 che gi\u1ea5u nh\u1eefng kh\u00e1c bi\u1ec7t \u0111\u00f3 cho \u0111\u1ebfn khi bi\u00ean l\u1ee3i nhu\u1eadn b\u1ecb thu h\u1eb9p.<\/p>\n\n\n\n<p>V\u1edbi lu\u1ed3ng Builder c\u1ee7a ShareAI, kh\u00e1ch h\u00e0ng tr\u1ea3 ti\u1ec1n cho ShareAI cho vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn, Builder \u0111\u1eb7t bi\u00ean l\u1ee3i nhu\u1eadn ho\u1eb7c ph\u1ee5 ph\u00ed, v\u00e0 Builder nh\u1eadn thanh to\u00e1n h\u00e0ng th\u00e1ng. \u0110i\u1ec1u \u0111\u00f3 mang l\u1ea1i cho c\u00e1c nh\u00f3m m\u1ed9t con \u0111\u01b0\u1eddng r\u00f5 r\u00e0ng h\u01a1n cho c\u00e1c t\u00ednh n\u0103ng AI c\u00f3 chi ph\u00ed cao h\u01a1n khi kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng ch\u00fang nhi\u1ec1u h\u01a1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Khi t\u1ef1 l\u01b0u tr\u1eef l\u00e0 \u0111\u00e1ng gi\u00e1<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u00f3 y\u00eau c\u1ea7u nghi\u00eam ng\u1eb7t v\u1ec1 v\u1ecb tr\u00ed d\u1eef li\u1ec7u ho\u1eb7c x\u1eed l\u00fd n\u1ed9i b\u1ed9.<\/li><li>L\u01b0u l\u01b0\u1ee3ng truy c\u1eadp \u0111\u1ee7 \u1ed5n \u0111\u1ecbnh \u0111\u1ec3 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng s\u1edf h\u1eefu c\u00f3 th\u1ec3 v\u01b0\u1ee3t qua kinh t\u1ebf API theo t\u1eebng token.<\/li><li>M\u00f4 h\u00ecnh c\u1ea7n tinh ch\u1ec9nh, th\u00edch \u1ee9ng theo l\u0129nh v\u1ef1c, ho\u1eb7c ki\u1ec3m so\u00e1t phi\u00ean b\u1ea3n m\u00e0 c\u00e1c API \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef kh\u00f4ng th\u1ec3 cung c\u1ea5p.<\/li><li>Nh\u00f3m c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh dung l\u01b0\u1ee3ng GPU, ph\u1ee5c v\u1ee5, gi\u00e1m s\u00e1t, ho\u00e0n nguy\u00ean, v\u00e0 \u0111\u00e1nh gi\u00e1 b\u1ea3o m\u1eadt m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/li><\/ul>\n\n\n\n<p>Khi nh\u1eefng \u0111i\u1ec1u ki\u1ec7n \u0111\u00f3 kh\u00f4ng \u0111\u00fang, API th\u1ecb tr\u01b0\u1eddng c\u00f3 th\u1ec3 l\u00e0 con \u0111\u01b0\u1eddng hi\u1ec7u qu\u1ea3 h\u01a1n. M\u1ee5c ti\u00eau kh\u00f4ng ph\u1ea3i l\u00e0 l\u00e0m cho m\u1ecdi m\u00f4 h\u00ecnh \u0111\u1ec1u t\u1ef1 l\u01b0u tr\u1eef. M\u1ee5c ti\u00eau l\u00e0 l\u00e0m cho con \u0111\u01b0\u1eddng m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 kh\u00f4ng \u00e9p bu\u1ed9c s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n v\u00e0o m\u1ed9t m\u00f4 h\u00ecnh t\u00edch h\u1ee3p d\u1ec5 b\u1ecb l\u1ed7i.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf t\u1ef1 l\u01b0u tr\u1eef l\u00e0 g\u00ec?<\/h3>\n\n\n<p>Ch\u00fang l\u00e0 c\u00e1c m\u00f4 h\u00ecnh AI c\u00f3 tr\u1ecdng s\u1ed1 \u0111\u01b0\u1ee3c cung c\u1ea5p theo gi\u1ea5y ph\u00e9p v\u00e0 ch\u1ea1y trong c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a b\u1ea1n thay v\u00ec ch\u1ec9 th\u00f4ng qua API \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef b\u1edfi b\u00ean th\u1ee9 ba.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf c\u00f3 gi\u1ed1ng v\u1edbi c\u00e1c m\u00f4 h\u00ecnh m\u00e3 ngu\u1ed3n m\u1edf kh\u00f4ng?<\/h3>\n\n\n<p>Kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng v\u1eady. Tr\u1ecdng s\u1ed1 m\u1edf ngh\u0129a l\u00e0 tr\u1ecdng s\u1ed1 c\u1ee7a m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u01b0\u1ee3c, nh\u01b0ng gi\u1ea5y ph\u00e9p v\u1eabn c\u00f3 th\u1ec3 h\u1ea1n ch\u1ebf vi\u1ec7c s\u1eed d\u1ee5ng th\u01b0\u01a1ng m\u1ea1i, ph\u00e2n ph\u1ed1i l\u1ea1i, ghi nh\u1eadn, tinh ch\u1ec9nh, ho\u1eb7c c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u1ea5t \u0111\u1ecbnh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u1ea1i sao l\u1ea1i \u0111\u1eb7t c\u00e1c m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef sau m\u1ed9t API?<\/h3>\n\n\n<p>M\u00f4 h\u00ecnh API duy nh\u1ea5t gi\u1eef cho \u1ee9ng d\u1ee5ng \u1ed5n \u0111\u1ecbnh trong khi ph\u1ea7n backend c\u1ee7a m\u00f4 h\u00ecnh thay \u0111\u1ed5i. N\u00f3 c\u0169ng gi\u00fap vi\u1ec7c \u0111\u1ecbnh tuy\u1ebfn, d\u1ef1 ph\u00f2ng, ng\u00e2n s\u00e1ch v\u00e0 kh\u1ea3 n\u0103ng quan s\u00e1t d\u1ec5 d\u00e0ng qu\u1ea3n l\u00fd h\u01a1n gi\u1eefa c\u00e1c \u0111\u01b0\u1eddng d\u1eabn l\u01b0u tr\u1eef v\u00e0 t\u1ef1 l\u01b0u tr\u1eef.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI c\u00f3 l\u01b0u tr\u1eef \u1ee9ng d\u1ee5ng ho\u1eb7c m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef c\u1ee7a t\u00f4i kh\u00f4ng?<\/h3>\n\n\n<p>Kh\u00f4ng. ShareAI kh\u00f4ng ph\u1ea3i l\u00e0 l\u1edbp l\u01b0u tr\u1eef \u1ee9ng d\u1ee5ng ho\u1eb7c ph\u1ee5c v\u1ee5 m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef. C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng k\u1ebft n\u1ed1i l\u01b0u l\u01b0\u1ee3ng \u1ee9ng d\u1ee5ng hi\u1ec7n c\u00f3 v\u1edbi ShareAI \u0111\u1ec3 truy c\u1eadp th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh, \u0111\u1ecbnh tuy\u1ebfn v\u00e0 ki\u1ebfm ti\u1ec1n d\u1ef1a tr\u00ean m\u1ee9c s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ed9i ng\u0169 \u1ee9ng d\u1ee5ng t\u1ef1 l\u01b0u tr\u1eef nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n\n<p>ShareAI gi\u00fap khi \u1ee9ng d\u1ee5ng c\u0169ng c\u1ea7n truy c\u1eadp m\u00f4 h\u00ecnh l\u01b0u tr\u1eef, \u0111\u01b0\u1eddng d\u1eabn API th\u1ed1ng nh\u1ea5t, thanh to\u00e1n s\u1eed d\u1ee5ng AI h\u01b0\u1edbng t\u1edbi kh\u00e1ch h\u00e0ng, v\u00e0 m\u00f4 h\u00ecnh l\u1ee3i nhu\u1eadn cho l\u01b0u l\u01b0\u1ee3ng AI \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">M\u1ed9t \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u1ea3 m\u00f4 h\u00ecnh AI t\u1ef1 l\u01b0u tr\u1eef v\u00e0 l\u01b0u tr\u1eef kh\u00f4ng?<\/h3>\n\n\n<p>C\u00f3. Nhi\u1ec1u \u0111\u1ed9i ng\u0169 s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef cho c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c nh\u1ea1y c\u1ea3m ho\u1eb7c l\u1edbn v\u00e0 c\u00e1c API l\u01b0u tr\u1eef cho c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c chung, cao c\u1ea5p, chuy\u00ean bi\u1ec7t ho\u1eb7c \u0111\u1ed9t bi\u1ebfn.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng n\u00ean \u0111\u1ecbnh gi\u00e1 vi\u1ec7c s\u1eed d\u1ee5ng AI t\u1ef1 l\u01b0u tr\u1eef v\u00e0 l\u01b0u tr\u1eef nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n\n<p>C\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng n\u00ean t\u00e1ch bi\u1ec7t chi ph\u00ed c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, chi ph\u00ed nh\u00e0 cung c\u1ea5p, m\u1ee9c s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 l\u1ee3i nhu\u1eadn. \u0110\u1ed1i v\u1edbi m\u1ee9c s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh tuy\u1ebfn qua ShareAI, c\u00e1c nh\u00e0 x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 \u0111\u1eb7t ph\u1ee5 ph\u00ed ho\u1eb7c l\u1ee3i nhu\u1eadn v\u00e0 nh\u1eadn thanh to\u00e1n h\u00e0ng th\u00e1ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u1ea7n theo d\u00f5i \u0111i\u1ec1u g\u00ec tr\u01b0\u1edbc khi \u0111\u01b0a c\u00e1c m\u00f4 h\u00ecnh t\u1ef1 l\u01b0u tr\u1eef ra cho ng\u01b0\u1eddi d\u00f9ng?<\/h3>\n\n\n<p>Theo d\u00f5i \u0111\u1ed9 tr\u1ec5, chi ph\u00ed m\u1ed7i y\u00eau c\u1ea7u, kh\u1ed1i l\u01b0\u1ee3ng token, t\u1ef7 l\u1ec7 l\u1ed7i, \u0111\u1ed9 b\u00e3o h\u00f2a, h\u00e0nh vi d\u1ef1 ph\u00f2ng, m\u1ee9c s\u1eed d\u1ee5ng theo kh\u00e1ch h\u00e0ng v\u00e0 li\u1ec7u m\u00f4 h\u00ecnh c\u00f3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 gi\u1ea5y ph\u00e9p hay kh\u00f4ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Khi n\u00e0o c\u00e1c nh\u00f3m n\u00ean tr\u00e1nh t\u1ef1 l\u01b0u tr\u1eef?<\/h3>\n\n\n<p>Tr\u00e1nh t\u1ef1 l\u01b0u tr\u1eef khi m\u1ee9c s\u1eed d\u1ee5ng th\u1ea5p ho\u1eb7c kh\u00f4ng \u1ed5n \u0111\u1ecbnh, nh\u00f3m kh\u00f4ng th\u1ec3 v\u1eadn h\u00e0nh c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng GPU, gi\u1ea5y ph\u00e9p kh\u00f4ng r\u00f5 r\u00e0ng, ho\u1eb7c c\u00e1c API \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef \u0111\u00e3 \u0111\u00e1p \u1ee9ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u1edbi t\u1ed5ng chi ph\u00ed t\u1ed1t h\u01a1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 kho\u1ea3n thanh to\u00e1n c\u1ee7a Builder kh\u00e1c v\u1edbi ph\u1ea7n th\u01b0\u1edfng c\u1ee7a Provider?<\/h3>\n\n\n<p>Builder ki\u1ebfm ti\u1ec1n t\u1eeb l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp m\u00e0 h\u1ecd mang l\u1ea1i th\u00f4ng qua c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 s\u1ea3n ph\u1ea9m hi\u1ec7n c\u00f3. Provider \u0111\u00f3ng g\u00f3p t\u00e0i nguy\u00ean t\u00ednh to\u00e1n ho\u1eb7c c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng cho m\u1ea1ng l\u01b0\u1edbi v\u00e0 \u0111\u01b0\u1ee3c th\u01b0\u1edfng cho s\u1ef1 \u0111\u00f3ng g\u00f3p \u0111\u00f3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u1ef1 l\u01b0u tr\u1eef c\u00f3 t\u1ed1t h\u01a1n cho quy\u1ec1n ri\u00eang t\u01b0 kh\u00f4ng?<\/h3>\n\n\n<p>N\u00f3 c\u00f3 th\u1ec3 h\u1eefu \u00edch khi d\u1eef li\u1ec7u ph\u1ea3i \u1edf trong m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t, nh\u01b0ng quy\u1ec1n ri\u00eang t\u01b0 c\u0169ng ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c ghi nh\u1eadt k\u00fd, ki\u1ec3m so\u00e1t truy c\u1eadp, l\u01b0u gi\u1eef, chu\u1ed7i cung \u1ee9ng m\u00f4 h\u00ecnh v\u00e0 c\u00e1c th\u1ef1c h\u00e0nh v\u1eadn h\u00e0nh n\u1ed9i b\u1ed9.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">B\u01b0\u1edbc \u0111\u1ea7u ti\u00ean an to\u00e0n nh\u1ea5t l\u00e0 g\u00ec?<\/h3>\n\n\n<p>B\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch ph\u00e2n lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c. Gi\u1eef ph\u1ea7n nh\u1ea1y c\u1ea3m ho\u1eb7c c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn ri\u00eang bi\u1ec7t v\u1edbi c\u00e1c t\u00ednh n\u0103ng AI chung, sau \u0111\u00f3 ch\u1ecdn \u0111\u01b0\u1eddng d\u1eabn \u0111\u1ecbnh tuy\u1ebfn v\u00e0 ki\u1ebfm ti\u1ec1n ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng ph\u1ea7n.<\/p>","protected":false},"excerpt":{"rendered":"<p>M\u1ed9t h\u01b0\u1edbng d\u1eabn th\u1ef1c t\u1ebf v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng l\u01b0\u1ee3ng m\u1edf t\u1ef1 l\u01b0u tr\u1eef m\u00e0 kh\u00f4ng b\u1eaft bu\u1ed9c m\u1ecdi \u1ee9ng d\u1ee5ng, quy tr\u00ecnh thanh to\u00e1n v\u00e0 k\u1ebf ho\u1ea1ch kh\u00e1ch h\u00e0ng ph\u1ea3i ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t n\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh duy nh\u1ea5t.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Price Uneven AI Usage","cta-description":"Connect your existing app traffic to ShareAI, set a margin, and monetize AI usage without building your own model billing stack.","cta-button-text":"Open Builder Console","cta-button-link":"https:\/\/console.shareai.now\/app\/builder\/?utm_source=shareai.now&utm_medium=content&utm_campaign=self-hosted-open-weight-models-routing","rank_math_title":"Self-Hosted Open-Weight Models: Route Without Forking Your Stack","rank_math_description":"Learn how to route self-hosted open-weight models beside hosted AI APIs, avoid stack sprawl, and monetize AI usage with ShareAI Builder flows.","rank_math_focus_keyword":"self-hosted open-weight models","footnotes":""},"categories":[4,6],"tags":[46,176,105,96,54],"class_list":["post-3056","post","type-post","status-publish","format-standard","hentry","category-developers","category-insights","tag-ai-gateway","tag-ai-routing","tag-builder-monetization","tag-open-weight-models","tag-self-hosted-ai"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/comments?post=3056"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3056\/revisions"}],"predecessor-version":[{"id":3082,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/3056\/revisions\/3082"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=3056"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=3056"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=3056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}