{"id":34487,"date":"2025-05-30T14:04:29","date_gmt":"2025-05-30T14:04:29","guid":{"rendered":"https:\/\/www.mon-agent-ia.fr\/blog\/?p=34487"},"modified":"2025-05-30T14:04:31","modified_gmt":"2025-05-30T14:04:31","slug":"devstral-mo-hinh-ngon-ngu-cua-mistral-duoc-thiet-ke-cho-su-tien-hoa-cua-cac-tac-nhan-tri-tue-nhan-tao","status":"publish","type":"post","link":"https:\/\/www.mon-agent-ia.fr\/blog\/vi\/devstral-mo-hinh-ngon-ngu-cua-mistral-duoc-thiet-ke-cho-su-tien-hoa-cua-cac-tac-nhan-tri-tue-nhan-tao\/","title":{"rendered":"Devstral, m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef c\u1ee7a Mistral \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho s\u1ef1 ti\u1ebfn h\u00f3a c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 c\u00f4ng ngh\u1ec7 \u0111ang ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t, vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 tr\u1edf n\u00ean c\u1ea7n thi\u1ebft. Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y, tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 d\u00e0nh cho c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n, gi\u1edd \u0111\u00e2y ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p. Trong b\u1ed1i c\u1ea3nh n\u00e0y, Devstral, \u0111\u01b0\u1ee3c Mistral ph\u00e1t tri\u1ec3n v\u1edbi s\u1ef1 h\u1ee3p t\u00e1c c\u1ee7a All Hands AI, ra \u0111\u1eddi, mang \u0111\u1ebfn t\u1ea7m nh\u00ecn m\u1edbi cho k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i. M\u00f4 h\u00ecnh ng\u00f4n ng\u1eef tham s\u1ed1 24 t\u1ef7 n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 kh\u1eafc ph\u1ee5c nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ti\u1ec1n nhi\u1ec7m, gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c nh\u01b0 ph\u00e2n t\u00edch c\u01a1 s\u1edf m\u00e3 l\u1edbn v\u00e0 ph\u00e1t hi\u1ec7n c\u00e1c l\u1ed7i tinh vi. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd kh\u00e1m ph\u00e1 nh\u1eefng chi ti\u1ebft c\u1ee5 th\u1ec3 c\u1ee7a Devstral, t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 \u0111\u1ebfn ng\u00e0nh AI v\u00e0 c\u00e1ch n\u00f3 \u0111\u1ecbnh ngh\u0129a l\u1ea1i c\u00e1c ti\u00eau chu\u1ea9n trong th\u1ebf gi\u1edbi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.<\/p>\n\n<h2 class=\"wp-block-heading\">Devstral: \u0110i\u1ec1u g\u00ec l\u00e0m cho n\u00f3 tr\u1edf n\u00ean \u0111\u1ed9c \u0111\u00e1o trong th\u1ebf gi\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o?<\/h2>\n\n<p class=\"wp-block-paragraph\">Devstral \u0111\u1ea1i di\u1ec7n cho s\u1ef1 ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong l\u0129nh v\u1ef1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef. L\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa Mistral v\u00e0 All Hands AI, m\u00f4 h\u00ecnh n\u00e0y c\u00f3 ki\u1ebfn \u200b\u200btr\u00fac c\u1ea3i ti\u1ebfn gi\u00fap t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t m\u00e3. Trong khi nhi\u1ec1u m\u00f4 h\u00ecnh truy\u1ec1n th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra m\u00e3 \u0111\u01a1n gi\u1ea3n th\u00ec m\u00f4 h\u00ecnh n\u00e0y l\u1ea1i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p h\u01a1n. C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee5 th\u1ec3 \u0111\u1ec3 ph\u00e2n bi\u1ec7t n\u00f3 nh\u01b0 sau:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Ph\u00e2n t\u00edch ng\u1eef c\u1ea3nh s\u00e2u s\u1eafc:<\/strong> Devstral c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u \u0111\u01b0\u1ee3c b\u1ed1i c\u1ea3nh ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c c\u01a1 s\u1edf m\u00e3 l\u1edbn, cho ph\u00e9p x\u00e1c \u0111\u1ecbnh c\u00e1c l\u1ed7i tinh vi m\u00e0 c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c c\u00f3 th\u1ec3 b\u1ecf s\u00f3t.<\/li><li><strong>Ph\u00e1t hi\u1ec7n l\u1ed7i ch\u1ee7 \u0111\u1ed9ng:<\/strong> Nh\u1edd kh\u1ea3 n\u0103ng h\u1ecdc tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u th\u1ef1c t\u1ebf, n\u00f3 c\u00f2n v\u01b0\u1ee3t tr\u1ed9i trong vi\u1ec7c ph\u00e1t hi\u1ec7n l\u1ed7i, mang l\u1ea1i ch\u1ea5t l\u01b0\u1ee3ng m\u00e3 t\u1ed1t h\u01a1n.<\/li><li><strong>\u0110i\u1ec1u ph\u1ed1i c\u00e1c th\u00e0nh ph\u1ea7n \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau:<\/strong> M\u1ed9t trong nh\u1eefng \u0111i\u1ec3m m\u1ea1nh ch\u00ednh c\u1ee7a n\u00f3 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng ph\u1ed1i h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n kh\u00e1c nhau, do \u0111\u00f3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho c\u00f4ng vi\u1ec7c c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Devstral \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m tr\u00ean c\u00e1c ti\u00eau chu\u1ea9n nghi\u00eam ng\u1eb7t nh\u01b0 SWE-Bench Verified v\u00e0 ghi nh\u1eadn s\u1ed1 \u0111i\u1ec3m l\u00e0 46,8%. Hi\u1ec7u su\u1ea5t \u1ea5n t\u01b0\u1ee3ng n\u00e0y d\u1eabn \u0111\u1ebfn kho\u1ea3ng c\u00e1ch h\u01a1n 6 \u0111i\u1ec3m so v\u1edbi c\u00e1c c\u00f4ng ty d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng tr\u01b0\u1edbc \u0111\u00e2y v\u00e0 ch\u00eanh l\u1ec7ch \u0111\u00e1ng k\u1ec3 20 \u0111i\u1ec3m so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ed9c quy\u1ec1n quy m\u00f4 l\u1edbn nh\u01b0 GPT-4.1. M\u1ee9c \u0111\u1ed9 hi\u1ec7u su\u1ea5t th\u1ef1c s\u1ef1 \u0111\u1eb7c bi\u1ec7t n\u00e0y \u0111\u1eb7t ra c\u00e2u h\u1ecfi: \u0111i\u1ec1u g\u00ec gi\u1ea3i th\u00edch cho s\u1ef1 ti\u1ebfn b\u1ed9 nh\u01b0 v\u1eady?<\/p>\n\n<h3 class=\"wp-block-heading\">H\u1ecdc t\u1eeb kho l\u01b0u tr\u1eef m\u00e3: m\u1ed9t l\u1ee3i th\u1ebf quy\u1ebft \u0111\u1ecbnh<\/h3>\n\n<p class=\"wp-block-paragraph\">M\u1ed9t trong nh\u1eefng y\u1ebfu t\u1ed1 ch\u00ednh t\u1ea1o n\u00ean th\u00e0nh c\u00f4ng c\u1ee7a Devstral l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u1ec1 kho l\u01b0u tr\u1eef c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng qua GitHub. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u01a1 s\u1edf d\u1eef li\u1ec7u phong ph\u00fa v\u00e0 \u0111a d\u1ea1ng, Devstral kh\u00f4ng ch\u1ec9 h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t m\u00e0 c\u00f2n th\u00edch \u1ee9ng v\u1edbi c\u00e1c nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i. Qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp n\u00e0y di\u1ec5n ra nh\u01b0 sau:<\/p>\n\n<ol class=\"wp-block-list\"><li><strong>Truy c\u1eadp v\u00e0o d\u1eef li\u1ec7u th\u1ef1c t\u1ebf:<\/strong> S\u1eed d\u1ee5ng kho l\u01b0u tr\u1eef tr\u00ean GitHub cho ph\u00e9p b\u1ea1n h\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf v\u00e0 \u0111a d\u1ea1ng.<\/li><li><strong>T\u00ednh li\u00ean t\u1ee5c trong \u0111\u00e0o t\u1ea1o:<\/strong> Devstral \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb vi\u1ec7c \u0111\u00e0o t\u1ea1o li\u00ean t\u1ee5c, cho ph\u00e9p c\u00f4ng ty ph\u00e1t tri\u1ec3n theo c\u00e1c xu h\u01b0\u1edbng v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi.<\/li><li><strong>H\u1ee3p t\u00e1c v\u1edbi c\u1ed9ng \u0111\u1ed3ng:<\/strong> B\u1eb1ng c\u00e1ch th\u00fac \u0111\u1ea9y t\u00ednh c\u1edfi m\u1edf v\u00e0 chia s\u1ebb, Mistral mong mu\u1ed1n khuy\u1ebfn kh\u00edch c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u tinh ch\u1ec9nh m\u00f4 h\u00ecnh b\u1eb1ng ph\u1ea3n h\u1ed3i c\u1ee7a h\u1ecd.<\/li><\/ol>\n\n<h2 class=\"wp-block-heading\">Mistral m\u1edf r\u1ed9ng t\u1ea7m nh\u00ecn c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u1edbi Devstral nh\u01b0 th\u1ebf n\u00e0o<\/h2>\n\n<p class=\"wp-block-paragraph\">T\u1ea7m nh\u00ecn c\u1ee7a Mistral khi cung c\u1ea5p Devstral theo gi\u1ea5y ph\u00e9p Apache 2.0 kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 cung c\u1ea5p m\u1ed9t s\u1ea3n ph\u1ea9m, m\u00e0 c\u00f2n l\u00e0 t\u1ea1o ra m\u1ed9t c\u1ed9ng \u0111\u1ed3ng s\u00e1ng t\u1ea1o xung quanh AI. \u00dd ngh\u0129a c\u1ee7a c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, d\u00f9 l\u00e0 \u0111\u1ed9c l\u1eadp hay trong c\u00f4ng ty. Devstral th\u00fac \u0111\u1ea9y m\u1ed9t s\u1ed1 kh\u00eda c\u1ea1nh:<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>L\u1ee3i th\u1ebf<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn<\/td>\n<td>C\u00f3 th\u1ec3 tri\u1ec3n khai c\u1ee5c b\u1ed9 tr\u00ean c\u1ea5u h\u00ecnh khi\u00eam t\u1ed1n, ch\u1eb3ng h\u1ea1n nh\u01b0 RTX 4090 ho\u1eb7c m\u00e1y Mac c\u00f3 RAM 32GB.<\/td>\n<\/tr>\n<tr>\n<td>Gi\u00e1 c\u1ea1nh tranh<\/td>\n<td>\u0110\u01b0\u1ee3c cung c\u1ea5p th\u00f4ng qua API Mistral, gi\u00fap t\u00edch h\u1ee3p d\u1ec5 d\u00e0ng v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng chuy\u00ean nghi\u1ec7p.<\/td>\n<\/tr>\n<tr>\n<td>B\u1ea3o v\u1ec7<\/td>\n<td>\u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u00edch h\u1ee3p v\u00e0o c\u00e1c m\u00f4i tr\u01b0\u1eddng \u0111\u00f2i h\u1ecfi kh\u1eaft khe v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 tu\u00e2n th\u1ee7.<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u \u0111a d\u1ea1ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, Mistral c\u0169ng cung c\u1ea5p d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 ph\u00f9 h\u1ee3p \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a Devstral v\u00e0 \u0111i\u1ec1u ch\u1ec9nh cho ph\u00f9 h\u1ee3p v\u1edbi c\u01a1 s\u1edf m\u00e3 ri\u00eang c\u1ee7a c\u00f4ng ty. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt ti\u00ean ti\u1ebfn nh\u01b0 ch\u01b0ng c\u1ea5t m\u00f4 h\u00ecnh, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 tinh ch\u1ebf Devstral \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3.<\/p>\n\n<h3 class=\"wp-block-heading\">Nhu c\u1ea7u h\u1ed7 tr\u1ee3 v\u00e0 c\u1ea3i ti\u1ebfn ng\u00e0y c\u00e0ng t\u0103ng<\/h3>\n\n<p class=\"wp-block-paragraph\">V\u1edbi s\u1ef1 ra \u0111\u1eddi c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI m\u1edbi, ch\u1eb3ng h\u1ea1n nh\u01b0 <strong>OpenAI<\/strong>, <strong>DeepMind<\/strong>, V\u00e0 <strong>NVIDIA<\/strong>c\u00e1c doanh nghi\u1ec7p hi\u1ec7n ph\u1ea3i \u0111i\u1ec1u h\u01b0\u1edbng trong h\u1ec7 sinh th\u00e1i gi\u1ea3i ph\u00e1p ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p. Trong b\u1ed1i c\u1ea3nh n\u00e0y, Devstral kh\u00f4ng ch\u1ec9 \u0111\u1ecbnh v\u1ecb m\u00ecnh l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 hi\u1ec7u su\u1ea5t cao m\u00e0 c\u00f2n l\u00e0 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n.<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>H\u1ed9i th\u1ea3o \u0111\u00e0o t\u1ea1o:<\/strong> Mistral t\u1ed5 ch\u1ee9c c\u00e1c bu\u1ed5i \u0111\u00e0o t\u1ea1o cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng v\u00e0 t\u00edch h\u1ee3p Devstral.<\/li><li><strong>Quan h\u1ec7 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c:<\/strong> C\u00f4ng ty h\u1ee3p t\u00e1c v\u1edbi c\u00e1c \u0111\u01a1n v\u1ecb kh\u00e1c trong ng\u00e0nh \u0111\u1ec3 li\u00ean t\u1ee5c c\u1ea3i ti\u1ebfn m\u00f4 h\u00ecnh.<\/li><li><strong>Ph\u1ea3n h\u1ed3i c\u1ee7a c\u1ed9ng \u0111\u1ed3ng:<\/strong> Ng\u01b0\u1eddi d\u00f9ng Devstral \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch chia s\u1ebb kinh nghi\u1ec7m c\u1ee7a m\u00ecnh \u0111\u1ec3 c\u1ea3i thi\u1ec7n m\u00f4 h\u00ecnh.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">\u0110\u1ed9ng l\u1ef1c h\u1ee3p t\u00e1c n\u00e0y nh\u1eb1m m\u1ee5c \u0111\u00edch t\u1ed1i \u0111a h\u00f3a hi\u1ec7u qu\u1ea3 c\u00f4ng vi\u1ec7c c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, \u0111\u1ed3ng th\u1eddi gi\u1ea3m th\u1eddi gian h\u1ecdc t\u1eadp li\u00ean quan \u0111\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng AI hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n<h2 class=\"wp-block-heading\">Devstral so v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh: m\u1ed9t th\u1ecb tr\u01b0\u1eddng ng\u00e0y c\u00e0ng n\u0103ng \u0111\u1ed9ng<\/h2>\n\n<p class=\"wp-block-paragraph\">Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 li\u00ean t\u1ee5c thay \u0111\u1ed5i, s\u1ef1 c\u1ea1nh tranh gi\u1eefa nh\u1eefng ng\u01b0\u1eddi ch\u01a1i ch\u00ednh trong AI, ch\u1eb3ng h\u1ea1n nh\u01b0 <strong>Google tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong>, <strong>AI c\u1ee7a Microsoft<\/strong>, V\u00e0 <strong>IBM Watson<\/strong>, \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean hung d\u1eef h\u01a1n. Tuy nhi\u00ean, Devstral d\u01b0\u1eddng nh\u01b0 n\u1ed5i b\u1eadt h\u01a1n nh\u1edd c\u00e1c t\u00ednh n\u0103ng v\u00e0 hi\u1ec7u su\u1ea5t c\u1ee5 th\u1ec3 c\u1ee7a n\u00f3. \u0110\u1ec3 minh h\u1ecda cho \u0111\u1ed9ng l\u1ef1c n\u00e0y, ch\u00fang ta h\u00e3y xem x\u00e9t m\u1ed9t b\u1ea3ng so s\u00e1nh.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Ng\u01b0\u1eddi m\u1eabu<\/th>\n<th>C\u00e0i \u0111\u1eb7t<\/th>\n<th>\u0110i\u1ec3m s\u1ed1 \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c minh c\u1ee7a SWE-Bench<\/th>\n<th>\u0110i\u1ec3m m\u1ea1nh<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Devstral<\/td>\n<td>24 t\u1ef7<\/td>\n<td>46,8%<\/td>\n<td>Ph\u00e2n t\u00edch theo ng\u1eef c\u1ea3nh n\u00e2ng cao<\/td>\n<\/tr>\n<tr>\n<td>OpenAI GPT-4.1<\/td>\n<td>175 t\u1ef7<\/td>\n<td>24,5%<\/td>\n<td>T\u00ednh linh ho\u1ea1t trong th\u1ebf h\u1ec7<\/td>\n<\/tr>\n<tr>\n<td>Google AI Meena<\/td>\n<td>26 t\u1ef7<\/td>\n<td>31,0%<\/td>\n<td>M\u00f4 h\u00ecnh \u0111\u1ed1i tho\u1ea1i m\u1ea1nh m\u1ebd<\/td>\n<\/tr>\n<tr>\n<td>IBM Watson<\/td>\n<td>50 tri\u1ec7u<\/td>\n<td>15,2%<\/td>\n<td>Gi\u1ea3i ph\u00e1p kinh doanh t\u00edch h\u1ee3p<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Khi Devstral d\u1ea7n kh\u1eb3ng \u0111\u1ecbnh \u0111\u01b0\u1ee3c v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh trong ph\u00e2n kh\u00fac c\u1ee5 th\u1ec3 n\u00e0y, c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u1ed9c \u0111\u00e1o c\u1ee7a c\u00f4ng ty cho ph\u00e9p t\u1eadp trung v\u00e0o c\u00e1c nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a nh\u00e0 ph\u00e1t tri\u1ec3n m\u00e0 c\u00e1c m\u00f4 h\u00ecnh kh\u00e1c th\u01b0\u1eddng b\u1ecf qua. Ph\u1ea3n h\u1ed3i v\u1ec1 th\u00e0nh t\u00edch c\u1ee7a anh \u1ea5y r\u1ea5t \u0111\u00e1ng kh\u00edch l\u1ec7 v\u00e0 cho th\u1ea5y m\u1ed9t t\u01b0\u01a1ng lai \u0111\u1ea7y h\u1ee9a h\u1eb9n.<\/p>\n\n<h3 class=\"wp-block-heading\">Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai v\u00e0 c\u01a1 h\u1ed9i cho Devstral<\/h3>\n\n<p class=\"wp-block-paragraph\">V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c k\u1ef9 thu\u1eadt AI v\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, tri\u1ec3n v\u1ecdng \u0111ang m\u1edf ra cho Devstral. Th\u1eadt v\u1eady, c\u00e1c doanh nghi\u1ec7p v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n \u0111ang t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee7a h\u1ecd. Trong nh\u1eefng n\u0103m t\u1edbi, m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c xem x\u00e9t:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u00f9y ch\u1ec9nh n\u00e2ng cao:<\/strong> Cung c\u1ea5p ti\u1ec7n \u00edch b\u1ed5 sung \u0111\u1ec3 Devstral th\u00edch \u1ee9ng v\u1edbi c\u00e1c ng\u00e0nh kinh doanh c\u1ee5 th\u1ec3.<\/li><li><strong>C\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t:<\/strong> Ti\u1ebfp t\u1ee5c c\u1ea3i ti\u1ebfn thu\u1eadt to\u00e1n v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n h\u01a1n n\u1eefa k\u1ebft qu\u1ea3.<\/li><li><strong>H\u1ee3p t\u00e1c gi\u1eefa c\u00e1c c\u00f4ng ty:<\/strong> Th\u00fac \u0111\u1ea9y quan h\u1ec7 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 t\u00edch h\u1ee3p Devstral th\u00e0nh c\u00e1c gi\u1ea3i ph\u00e1p ho\u00e0n ch\u1ec9nh.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c tri\u1ec3n khai nh\u1eefng quan \u0111i\u1ec3m n\u00e0y c\u00f3 th\u1ec3 cho ph\u00e9p Devstral kh\u1eb3ng \u0111\u1ecbnh m\u00ecnh l\u00e0 \u0111\u01a1n v\u1ecb d\u1eabn \u0111\u1ea7u ch\u1ee7 ch\u1ed1t trong l\u0129nh v\u1ef1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u1ed3ng th\u1eddi \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 c\u00f4ng ngh\u1ec7 \u0111ang ph\u00e1t tri\u1ec3n v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t, vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c t\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 tr\u1edf n\u00ean c\u1ea7n thi\u1ebft. Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y, tr\u01b0\u1edbc \u0111\u00e2y ch\u1ec9 d\u00e0nh cho c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n, gi\u1edd \u0111\u00e2y ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c ng\u00e0y c\u00e0ng [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":34462,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[9662,55545,5477,284],"class_list":["post-34487","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe-vi","tag-dai-ly-ai-vi","tag-quy-du-vi","tag-suong-mu-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/34487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/comments?post=34487"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/34487\/revisions"}],"predecessor-version":[{"id":34488,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/34487\/revisions\/34488"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/34462"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=34487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=34487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=34487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}