{"id":30843,"date":"2025-05-21T22:12:40","date_gmt":"2025-05-21T22:12:40","guid":{"rendered":"https:\/\/mon-agent-ia.fr\/blog\/?p=30843"},"modified":"2025-05-21T22:12:41","modified_gmt":"2025-05-21T22:12:41","slug":"mistral-gioi-thieu-devstral-mot-tri-tue-nhan-tao-duoc-thiet-ke-danh-rieng-cho-lap-trinh","status":"publish","type":"post","link":"https:\/\/mon-agent-ia.fr\/blog\/vi\/mistral-gioi-thieu-devstral-mot-tri-tue-nhan-tao-duoc-thiet-ke-danh-rieng-cho-lap-trinh\/","title":{"rendered":"Mistral gi\u1edbi thi\u1ec7u Devstral, m\u1ed9t tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh ri\u00eang cho l\u1eadp tr\u00ecnh"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n, nhu c\u1ea7u v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 l\u1eadp tr\u00ecnh ch\u01b0a bao gi\u1edd l\u1edbn h\u01a1n th\u1ebf. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c t\u00ecm c\u00e1ch t\u0103ng n\u0103ng su\u1ea5t trong khi v\u1eabn duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng cao trong c\u00e1c d\u1ef1 \u00e1n c\u1ee7a h\u1ecd. Trong b\u1ed1i c\u1ea3nh n\u00e0y, Mistral, m\u1ed9t c\u00f4ng ty Ph\u00e1p \u0111i \u0111\u1ea7u trong \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o, g\u1ea7n \u0111\u00e2y \u0111\u00e3 cho ra m\u1eaft Devstral. M\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e0y \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i v\u00e0 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, t\u1ef1 \u0111\u1ecbnh v\u1ecb m\u00ecnh l\u00e0 gi\u1ea3i ph\u00e1p thay th\u1ebf \u0111\u00e1ng tin c\u1eady cho nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 nh\u01b0 Google v\u00e0 JetBrains. \u0110\u01b0\u1ee3c s\u1eed d\u1ee5ng mi\u1ec5n ph\u00ed nh\u1edd gi\u1ea5y ph\u00e9p Apache 2.0, Devstral \u0111\u1ea1i di\u1ec7n cho b\u01b0\u1edbc ngo\u1eb7t trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 ngu\u1ed3n m\u1edf d\u00e0nh ri\u00eang cho l\u1eadp tr\u00ecnh.<\/p>\n\n<h2 class=\"wp-block-heading\">Devstral: m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u00e0nh ri\u00eang cho ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/h2>\n\n<p class=\"wp-block-paragraph\">\u0110\u01b0\u1ee3c Mistral ph\u00e1t tri\u1ec3n, h\u1ee3p t\u00e1c v\u1edbi All Hands AI, Devstral l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh AI h\u01b0\u1edbng \u0111\u1ebfn m\u00e3. Kh\u00f4ng gi\u1ed1ng nh\u01b0 phi\u00ean b\u1ea3n ti\u1ec1n nhi\u1ec7m Codestral b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi gi\u1ea5y ph\u00e9p h\u1ea1n ch\u1ebf, Devstral hi\u1ec7n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, k\u1ec3 c\u1ea3 trong b\u1ed1i c\u1ea3nh th\u01b0\u01a1ng m\u1ea1i. S\u00e1ng ki\u1ebfn \u200b\u200bn\u00e0y ch\u1ee9ng t\u1ecf mong mu\u1ed1n c\u1ee7a Mistral trong vi\u1ec7c \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh linh ho\u1ea1t v\u00e0 m\u1ea1nh m\u1ebd. Kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa, s\u1ef1 ra \u0111\u1eddi c\u1ee7a Devstral c\u00f3 th\u1ec3 \u0111\u1ecbnh ngh\u0129a l\u1ea1i b\u1ed1i c\u1ea3nh c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p AI trong l\u0129nh v\u1ef1c l\u1eadp tr\u00ecnh.<\/p>\n\n<h3 class=\"wp-block-heading\">M\u1ed9t s\u1ef1 thay th\u1ebf m\u1ea1nh m\u1ebd cho nh\u1eefng g\u00e3 kh\u1ed5ng l\u1ed3 trong ng\u00e0nh<\/h3>\n\n<p class=\"wp-block-paragraph\">V\u00e0o th\u1eddi \u0111i\u1ec3m c\u00e1c c\u00f4ng ty nh\u01b0 Google v\u1edbi m\u1eabu Gemma 3 27B v\u00e0 DeepSeek v\u1edbi V3 th\u1ed1ng tr\u1ecb th\u1ecb tr\u01b0\u1eddng, Devstral n\u1ed5i b\u1eadt khi v\u01b0\u1ee3t tr\u1ed9i h\u01a1n c\u00e1c m\u1eabu m\u00e1y n\u00e0y trong chu\u1ea9n SWE-Bench Verified, m\u1ed9t b\u00e0i ki\u1ec3m tra \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn \u0111\u1ec3 \u0111o hi\u1ec7u su\u1ea5t l\u1eadp tr\u00ecnh. V\u1edbi 24 t\u1ef7 tham s\u1ed1, Devstral kh\u00f4ng ch\u1ec9 m\u1ea1nh m\u1ebd m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf nh\u1eb9 v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn. Kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 tr\u00ean m\u1ed9t <strong>Nvidia RTX 4090<\/strong> ho\u1eb7c m\u1ed9t <strong>M\u00e1y Mac c\u00f3 RAM 32 GB<\/strong> khi\u1ebfn n\u00f3 \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n l\u00e0m vi\u1ec7c trong m\u00f4i tr\u01b0\u1eddng c\u1ee5c b\u1ed9 ho\u1eb7c nh\u00fang.<\/p>\n\n<h3 class=\"wp-block-heading\">L\u1ee3i \u00edch c\u1ee7a Devstral d\u00e0nh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n<\/h3>\n\n<p class=\"wp-block-paragraph\">Devstral c\u00f3 m\u1ed9t s\u1ed1 l\u1ee3i th\u1ebf gi\u00fap ph\u00e2n bi\u1ec7t c\u00f4ng ty n\u00e0y v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn<\/strong> : C\u00f3 s\u1eb5n t\u1ea1i Hugging Face v\u00e0 th\u00f4ng qua Mistral API v\u1edbi m\u1ee9c gi\u00e1 c\u1ea1nh tranh.<\/li><li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong> : Devstral gi\u00fap \u0111i\u1ec1u h\u01b0\u1edbng c\u01a1 s\u1edf m\u00e3 l\u1edbn v\u00e0 ch\u1ec9nh s\u1eeda nhi\u1ec1u t\u1ec7p m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng.<\/li><li><strong>T\u00edch h\u1ee3p v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 kh\u00e1c<\/strong> : T\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c t\u00e1c nh\u00e2n nh\u01b0 OpenHands v\u00e0 SWE-Agent, do \u0111\u00f3 t\u0103ng n\u0103ng su\u1ea5t c\u1ee7a nh\u00f3m.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">B\u1ed9 l\u1ee3i \u00edch n\u00e0y ch\u1ee9ng minh Devstral th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 l\u00e0 c\u00f4ng c\u1ee5 t\u0103ng t\u1ed1c cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n mu\u1ed1n t\u1ed1i \u0111a h\u00f3a hi\u1ec7u qu\u1ea3 \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u r\u1ee7i ro li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u1ea1o m\u00e3 t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n<h2 class=\"wp-block-heading\">S\u1ef1 gia t\u0103ng trong l\u0129nh v\u1ef1c tr\u1ee3 l\u00fd AI ph\u1ee5c v\u1ee5 ph\u00e1t tri\u1ec3n<\/h2>\n\n<p class=\"wp-block-paragraph\">Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, th\u1ecb tr\u01b0\u1eddng tr\u1ee3 l\u00fd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n \u0111ang b\u00f9ng n\u1ed5. OpenAI, Google, Windsurf v\u00e0 JetBrains li\u00ean t\u1ee5c ph\u00e1t h\u00e0nh c\u00e1c t\u00ednh n\u0103ng m\u1edbi cho c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a h\u1ecd, v\u1edbi m\u1ee5c \u0111\u00edch \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 n\u0103ng su\u1ea5t. Theo m\u1ed9t nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y, 76% nh\u00e0 ph\u00e1t tri\u1ec3n b\u00e0y t\u1ecf \u00fd \u0111\u1ecbnh s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 AI v\u00e0o n\u0103m 2024, minh h\u1ecda r\u00f5 r\u00e0ng xu h\u01b0\u1edbng ng\u00e0y c\u00e0ng t\u0103ng h\u01b0\u1edbng t\u1edbi vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o.<\/p>\n\n<h3 class=\"wp-block-heading\">Vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 AI \u0111ang thay \u0111\u1ed5i<\/h3>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 gia t\u0103ng c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 AI n\u00e0y mang l\u1ea1i m\u1ed9t s\u1ed1 l\u1ee3i \u00edch cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n:<\/p>\n\n<ul class=\"wp-block-list\"><li><strong>T\u0103ng n\u0103ng su\u1ea5t<\/strong> :AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nhi\u1ec7m v\u1ee5 t\u1ebb nh\u1ea1t v\u00e0 t\u1ed1n th\u1eddi gian.<\/li><li><strong>Gi\u1ea3m l\u1ed7i<\/strong> :B\u1eb1ng c\u00e1ch t\u1ea1o m\u00e3 d\u1ef1a tr\u00ean c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn, AI c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m thi\u1ec3u l\u1ed7i.<\/li><li><strong>Th\u00fac \u0111\u1ea9y s\u1ef1 \u0111\u1ed5i m\u1edbi<\/strong> :B\u1eb1ng c\u00e1ch gi\u1ea3i ph\u00f3ng th\u1eddi gian c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, tr\u1ee3 l\u00fd AI cho ph\u00e9p h\u1ecd t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 s\u00e1ng t\u1ea1o v\u00e0 \u0111\u1ed5i m\u1edbi h\u01a1n.<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\">Devstral l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a \u0111\u1ed9ng l\u1ef1c n\u00e0y b\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c th\u1ef1c t\u1ebf m\u00e0 c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n g\u1eb7p ph\u1ea3i, do \u0111\u00f3 gi\u00fap cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a h\u1ecd tr\u00f4i ch\u1ea3y v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n<h3 class=\"wp-block-heading\">C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng Devstral trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf<\/h3>\n\n<p class=\"wp-block-paragraph\">H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t nh\u00f3m ph\u00e1t tri\u1ec3n t\u1ea1i m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7 ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nhi\u1ec7m v\u1ee5 t\u1ebb nh\u1ea1t l\u00e0 duy tr\u00ec m\u1ed9t c\u01a1 s\u1edf m\u00e3 kh\u1ed5ng l\u1ed3 g\u1ed3m h\u00e0ng ngh\u00ecn d\u00f2ng. V\u1edbi Devstral, nh\u00f3m n\u00e0y c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111i\u1ec1u h\u01b0\u1edbng m\u00e3 c\u1ee7a m\u00ecnh, ph\u00e1t hi\u1ec7n c\u00e1c ph\u1ea7n c\u1ea7n t\u1ed1i \u01b0u h\u00f3a v\u00e0 t\u1ea1o m\u00e3 tri\u1ec3n khai m\u00e0 kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i s\u1eed d\u1ee5ng th\u00eam ngu\u1ed3n nh\u00e2n l\u1ef1c. B\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p Devstral v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c h\u00e0ng ng\u00e0y, c\u00f4ng ty kh\u1edfi nghi\u1ec7p n\u00e0y kh\u00f4ng ch\u1ec9 c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t m\u00e0 c\u00f2n gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m m\u1edbi ra th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n<h2 class=\"wp-block-heading\">M\u00f4 h\u00ecnh kinh doanh c\u1ee7a Devstral: m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng trong vi\u1ec7c \u00e1p d\u1ee5ng<\/h2>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a m\u1ed9t c\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edbi kh\u00f4ng ch\u1ec9 ph\u1ee5 thu\u1ed9c v\u00e0o hi\u1ec7u su\u1ea5t k\u1ef9 thu\u1eadt m\u00e0 c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn kinh t\u1ebf c\u1ee7a n\u00f3. Devstral, b\u1eb1ng c\u00e1ch cung c\u1ea5p m\u1ee9c gi\u00e1 c\u1ea1nh tranh l\u00e0 0,10 \u0111\u00f4 la cho m\u1ed9t tri\u1ec7u token khi tham gia v\u00e0 0,30 \u0111\u00f4 la khi tho\u00e1t, \u0111\u1ecbnh v\u1ecb m\u00ecnh l\u00e0 gi\u1ea3i ph\u00e1p h\u1ea5p d\u1eabn cho c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u00e0 doanh nghi\u1ec7p c\u00f3 ng\u00e2n s\u00e1ch h\u1ea1n ch\u1ebf. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u00e0ng c\u00f3 \u00fd ngh\u0129a h\u01a1n trong b\u1ed1i c\u1ea3nh m\u00e0 t\u1eebng xu \u0111\u1ec1u c\u00f3 gi\u00e1 tr\u1ecb v\u00e0 vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft.<\/p>\n\n<h3 class=\"wp-block-heading\">So s\u00e1nh chi ph\u00ed c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 AI tr\u00ean th\u1ecb tr\u01b0\u1eddng<\/h3>\n\n<p class=\"wp-block-paragraph\">Sau \u0111\u00e2y l\u00e0 b\u1ea3ng t\u00f3m t\u1eaft chi ph\u00ed c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI ch\u00ednh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 l\u1eadp tr\u00ecnh:<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>M\u00f4 h\u00ecnh AI<\/th>\n<th>Chi ph\u00ed cho m\u1ed7i tri\u1ec7u token (m\u1ee5c nh\u1eadp)<\/th>\n<th>Chi ph\u00ed cho m\u1ed7i tri\u1ec7u token (\u0111\u1ea7u ra)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Devstral<\/td>\n<td>0,10 \u0111\u00f4 la<\/td>\n<td>0,30 \u0111\u00f4 la<\/td>\n<\/tr>\n<tr>\n<td>Gemma 3 27B (Google)<\/td>\n<td>0,15 \u0111\u00f4 la<\/td>\n<td>0,45 \u0111\u00f4 la<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek V3<\/td>\n<td>0,20 \u0111\u00f4 la<\/td>\n<td>0,50 \u0111\u00f4 la<\/td>\n<\/tr>\n<tr>\n<td>\u0110\u1ed3ng phi c\u00f4ng (GitHub)<\/td>\n<td>0,25 \u0111\u00f4 la<\/td>\n<td>0,55 \u0111\u00f4 la<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">V\u1edbi m\u1ee9c gi\u00e1 c\u1ef1c k\u1ef3 c\u1ea1nh tranh, Devstral ch\u1ee9ng t\u1ecf l\u00e0 gi\u1ea3i ph\u00e1p l\u00fd t\u01b0\u1edfng cho c\u00e1c c\u00f4ng ty \u0111ang t\u00ecm ki\u1ebfm c\u00e1c c\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7u su\u1ea5t cao m\u00e0 kh\u00f4ng ph\u1ea3i hy sinh ng\u00e2n s\u00e1ch. \u0110i\u1ec1u n\u00e0y ch\u1eafc ch\u1eafn s\u1ebd khuy\u1ebfn kh\u00edch nhi\u1ec1u c\u00f4ng ty trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 c\u00e2n nh\u1eafc \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\n\n<h3 class=\"wp-block-heading\">D\u1ef1 b\u00e1o cho t\u01b0\u01a1ng lai c\u1ee7a Devstral<\/h3>\n\n<p class=\"wp-block-paragraph\">Trong m\u1ed9t m\u00f4i tr\u01b0\u1eddng n\u0103ng \u0111\u1ed9ng nh\u01b0 v\u1eady, Mistral c\u1ea7n ph\u1ea3i lu\u00f4n c\u1eadp nh\u1eadt th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a v\u00e0 c\u1ea3i thi\u1ec7n Devstral. Theo tin \u0111\u1ed3n m\u1edbi nh\u1ea5t, m\u1ed9t phi\u00ean b\u1ea3n ti\u00ean ti\u1ebfn h\u01a1n c\u1ee7a m\u00f4 h\u00ecnh n\u00e0y \u0111ang \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n, h\u1ee9a h\u1eb9n s\u1ebd gi\u1edbi thi\u1ec7u nhi\u1ec1u t\u00ednh n\u0103ng h\u01a1n \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n l\u00e0m vi\u1ec7c d\u1ec5 d\u00e0ng h\u01a1n. S\u1ef1 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c n\u00e0y minh h\u1ecda cho mong mu\u1ed1n c\u1ee7a Mistral kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t b\u00ean tham gia m\u00e0 c\u00f2n l\u00e0 m\u1ed9t \u0111\u01a1n v\u1ecb d\u1eabn \u0111\u1ea7u ch\u1ee7 ch\u1ed1t trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n<h2 class=\"wp-block-heading\">T\u00e1c \u0111\u1ed9ng c\u1ee7a Devstral l\u00ean h\u1ec7 sinh th\u00e1i ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/h2>\n\n<p class=\"wp-block-paragraph\">S\u1ef1 ra m\u1eaft c\u1ee7a Devstral c\u00f3 ti\u1ec1m n\u0103ng bi\u1ebfn \u0111\u1ed5i h\u1ec7 sinh th\u00e1i ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. C\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00f3ng vai tr\u00f2 trung t\u00e2m trong t\u01b0\u01a1ng lai s\u1ed1 c\u1ee7a ch\u00fang ta. \u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 qu\u1ea3ng c\u00e1o, c\u00f4ng ty c\u00f4ng ngh\u1ec7 v\u00e0 c\u00f4ng ty kh\u1edfi nghi\u1ec7p, kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o n\u00e0y v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a h\u1ecd c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 kh\u00e1c bi\u1ec7t l\u1edbn.<\/p>\n\n<h3 class=\"wp-block-heading\">K\u1ebft lu\u1eadn v\u1ec1 vai tr\u00f2 t\u01b0\u01a1ng lai c\u1ee7a AI trong ph\u00e1t tri\u1ec3n<\/h3>\n\n<p class=\"wp-block-paragraph\">S\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea cho th\u1ea5y vi\u1ec7c \u00e1p d\u1ee5ng ng\u00e0y c\u00e0ng nhi\u1ec1u c\u00e1c c\u00f4ng c\u1ee5 AI nh\u01b0 Devstral ch\u1ec9 m\u1edbi b\u1eaft \u0111\u1ea7u. Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 th\u1ec3 \u0111\u1ecbnh h\u00ecnh l\u1ea1i b\u1ed1i c\u1ea3nh l\u1eadp tr\u00ecnh, th\u00fac \u0111\u1ea9y s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p linh ho\u1ea1t h\u01a1n, s\u00e1ng t\u1ea1o h\u01a1n v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. T\u1eeb vi\u1ec7c \u0111\u01a1n gi\u1ea3n h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i \u0111\u1ebfn t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ee9c t\u1ea1p, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, th\u00f4ng qua c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Devstral, \u0111ang \u0111i \u0111\u1ea7u trong c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u1ee7a t\u01b0\u01a1ng lai.<\/p>\n\n<p class=\"wp-block-paragraph\">Do \u0111\u00f3, t\u01b0\u01a1ng lai \u0111ang d\u1ea7n \u0111\u1ecbnh h\u00ecnh v\u1edbi c\u00e1c thu\u1eadt to\u00e1n ng\u00e0y c\u00e0ng m\u1ea1nh m\u1ebd h\u01a1n, c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e1t tri\u1ec3n t\u1ef1 \u0111\u1ed9ng h\u01a1n v\u00e0 c\u00e1c c\u01a1 h\u1ed9i \u0111\u1ed5i m\u1edbi kh\u00f4ng gi\u1edbi h\u1ea1n. C\u00e1c c\u00f4ng ty n\u1eafm b\u1eaft \u0111\u1ea7y \u0111\u1ee7 nh\u1eefng ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 n\u00e0y, nh\u01b0 Mistral \u0111\u00e3 l\u00e0m, s\u1ebd \u0111i \u0111\u1ea7u trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n\n<h3 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u1ec3 \u00e1p d\u1ee5ng th\u00e0nh c\u00f4ng<\/h3>\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 c\u00f3 ti\u1ec1m n\u0103ng to l\u1edbn nh\u01b0ng v\u1eabn c\u00f2n nhi\u1ec1u th\u00e1ch th\u1ee9c. C\u00e1c c\u00f4ng ty s\u1ebd ph\u1ea3i gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a k\u1ebft qu\u1ea3 do m\u00f4 h\u00ecnh AI t\u1ea1o ra. Cu\u1ed9c \u0111\u1ed1i tho\u1ea1i xung quanh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u1ea3i ti\u1ebfp t\u1ee5c v\u00e0 nh\u1eefng s\u00e1ng ki\u1ebfn \u200b\u200bnh\u01b0 s\u00e1ng ki\u1ebfn \u200b\u200bdo Mistral d\u1eabn \u0111\u1ea7u \u0111\u00f3ng vai tr\u00f2 thi\u1ebft y\u1ebfu trong vi\u1ec7c \u0111\u1ecbnh h\u00ecnh m\u1ed9t t\u01b0\u01a1ng lai m\u00e0 c\u00f4ng ngh\u1ec7 l\u00e0 \u0111\u1ed3ng minh ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 r\u00e0o c\u1ea3n.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n, nhu c\u1ea7u v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 l\u1eadp tr\u00ecnh ch\u01b0a bao gi\u1edd l\u1edbn h\u01a1n th\u1ebf. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c t\u00ecm c\u00e1ch t\u0103ng n\u0103ng su\u1ea5t trong khi v\u1eabn duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng cao trong c\u00e1c d\u1ef1 \u00e1n c\u1ee7a h\u1ecd. Trong b\u1ed1i c\u1ea3nh n\u00e0y, Mistral, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1560],"tags":[957,30416,55545,5477,284],"class_list":["post-30843","post","type-post","status-publish","format-standard","hentry","category-tin-tuc-tri-tue-nhan-tao-vi","tag-cong-nghe-vi","tag-lap-trinh-vi","tag-quy-du-vi","tag-suong-mu-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/30843","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/comments?post=30843"}],"version-history":[{"count":1,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/30843\/revisions"}],"predecessor-version":[{"id":30844,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/30843\/revisions\/30844"}],"wp:attachment":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=30843"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=30843"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=30843"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}