{"id":37337,"date":"2025-06-06T09:03:02","date_gmt":"2025-06-06T09:03:02","guid":{"rendered":"https:\/\/mon-agent-ia.fr\/blog\/?p=37337"},"modified":"2025-06-06T09:03:04","modified_gmt":"2025-06-06T09:03:04","slug":"ibm-tich-hop-ly-luan-vao-llm-cua-minh-nho-granite-3-2","status":"publish","type":"post","link":"https:\/\/mon-agent-ia.fr\/blog\/vi\/ibm-tich-hop-ly-luan-vao-llm-cua-minh-nho-granite-3-2\/","title":{"rendered":"IBM t\u00edch h\u1ee3p l\u00fd lu\u1eadn v\u00e0o LLM c\u1ee7a m\u00ecnh nh\u1edd Granite 3.2"},"content":{"rendered":"<p class=\"wp-block-paragraph\">IBM m\u1ed9t l\u1ea7n n\u1eefa kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh tr\u00ean th\u1ecb tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi phi\u00ean b\u1ea3n m\u1edbi c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, Granite 3.2. Ph\u00f9 h\u1ee3p v\u1edbi xu h\u01b0\u1edbng hi\u1ec7n t\u1ea1i, c\u1ea3i ti\u1ebfn n\u00e0y nh\u1ea5n m\u1ea1nh v\u00e0o kh\u1ea3 n\u0103ng suy lu\u1eadn c\u00f3 \u0111i\u1ec1u ki\u1ec7n, cho ph\u00e9p hi\u1ec7u su\u1ea5t LLM \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh theo \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a nhi\u1ec7m v\u1ee5. Trong b\u1ed1i c\u1ea3nh c\u00f4ng ngh\u1ec7 m\u00e0 t\u1ed1c \u0111\u1ed9 th\u1ef1c thi v\u00e0 \u0111\u1ed9 s\u00e2u c\u1ee7a ph\u00e2n t\u00edch l\u00e0 t\u1ed1i quan tr\u1ecdng, IBM c\u00f3 \u00fd \u0111\u1ecbnh \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c doanh nghi\u1ec7p. V\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh v\u00e0 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n, th\u1ebf h\u1ec7 m\u00f4 h\u00ecnh m\u1edbi n\u00e0y h\u1ee9a h\u1eb9n s\u1ebd chuy\u1ec3n \u0111\u1ed5i qu\u00e1 tr\u00ecnh x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/p>\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng c\u1ea3i ti\u1ebfn mang t\u00ednh c\u00e1ch m\u1ea1ng c\u1ee7a IBM trong Granite 3.2<\/h2>\n\n<p class=\"wp-block-paragraph\">V\u00e0o n\u0103m 2025, IBM \u0111\u00e3 tr\u00ecnh b\u00e0y phi\u00ean b\u1ea3n 3.2 c\u1ee7a Granite, th\u1ec3 hi\u1ec7n cam k\u1ebft th\u1ef1c s\u1ef1 v\u1ec1 s\u1ef1 \u0111\u1ed5i m\u1edbi. V\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn dung h\u00f2a hi\u1ec7u su\u1ea5t v\u00e0 t\u00ednh linh ho\u1ea1t, c\u00f4ng ty \u0111\u1eb7t m\u1ee5c ti\u00eau t\u00edch h\u1ee3p l\u00fd lu\u1eadn v\u00e0o LLM c\u1ee7a m\u00ecnh theo c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn. Phi\u00ean b\u1ea3n n\u00e0y kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf c\u00e1c b\u1ed5 sung v\u1ec1 m\u1eb7t th\u1ea9m m\u1ef9 m\u00e0 c\u00f2n gi\u1edbi thi\u1ec7u c\u00e1c t\u00ednh n\u0103ng \u0111\u00e1ng nh\u1edb. L\u00fd lu\u1eadn c\u00f3 \u0111i\u1ec1u ki\u1ec7n: M\u1ed9t ti\u1ebfn b\u1ed9 quan tr\u1ecdng<\/p>\n\n<h3 class=\"wp-block-heading\">L\u00fd lu\u1eadn c\u00f3 \u0111i\u1ec1u ki\u1ec7n l\u00e0 c\u1ed1t l\u00f5i c\u1ee7a s\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y, cho ph\u00e9p b\u1eadt ho\u1eb7c t\u1eaft kh\u1ea3 n\u0103ng l\u00fd lu\u1eadn t\u00f9y thu\u1ed9c v\u00e0o b\u1ea3n ch\u1ea5t c\u1ee7a truy v\u1ea5n. Kyra, m\u1ed9t nh\u00e0 ph\u00e1t tri\u1ec3n t\u1ea1i IBM, gi\u1ea3i th\u00edch r\u1eb1ng \u0111\u1ed1i v\u1edbi nh\u1eefng c\u00e2u h\u1ecfi \u0111\u01a1n gi\u1ea3n, ch\u1eb3ng h\u1ea1n nh\u01b0 \u00ab\u00a0Th\u1ee7 \u0111\u00f4 c\u1ee7a Ph\u00e1p l\u00e0 g\u00ec?\u00a0\u00bb, th\u00ec c\u00e2u tr\u1ea3 l\u1eddi nhanh l\u00e0 \u0111i\u1ec1u mong mu\u1ed1n. Tuy nhi\u00ean, \u0111\u1ed1i v\u1edbi nh\u1eefng c\u00e2u h\u1ecfi ph\u1ee9c t\u1ea1p h\u01a1n, ch\u1eb3ng h\u1ea1n nh\u01b0 \u00ab\u00a0Gi\u1ea3i ph\u01b0\u01a1ng tr\u00ecnh k\u1ef9 thu\u1eadt n\u00e0y!\u00a0\u00bb, th\u00ec m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh nhi\u1ec1u b\u01b0\u1edbc ph\u00e2n t\u00edch. Nguy\u00ean t\u1eafc n\u00e0y \u0111\u1ea3m b\u1ea3o s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa t\u1ed1c \u0111\u1ed9 v\u00e0 chi\u1ec1u s\u00e2u.<\/h3>\n\n<p class=\"wp-block-paragraph\">Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 v\u1ec1 c\u00e1c nhi\u1ec7m v\u1ee5 s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb t\u00ednh linh ho\u1ea1t n\u00e0y:<\/p>\n\n<p class=\"wp-block-paragraph\">C\u00e2u h\u1ecfi ki\u1ebfn \u200b\u200bth\u1ee9c chung<\/p>\n\n<ul class=\"wp-block-list\"><li>T\u00ednh to\u00e1n to\u00e1n h\u1ecdc<\/li><li>Gi\u1ea3i b\u00e0i to\u00e1n k\u1ef9 thu\u1eadt<\/li><li>B\u1ed9 l\u1ecdc h\u1ea1t: m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p t\u00e1o b\u1ea1o<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">IBM \u00e1p d\u1ee5ng m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p c\u1ea3i ti\u1ebfn g\u1ecdi l\u00e0 \u00ab\u00a0l\u1ecdc h\u1ea1t\u00a0\u00bb. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 nhi\u1ec1u quy tr\u00ecnh l\u00fd lu\u1eadn \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 \u0111\u1ed3ng th\u1eddi, cho ph\u00e9p m\u00f4 h\u00ecnh t\u1ed5ng h\u1ee3p c\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3. K\u1ef9 thu\u1eadt n\u00e0y, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u1edbi s\u1ef1 h\u1ee3p t\u00e1c c\u1ee7a Red Hat, gi\u00fap t\u1eadp trung v\u00e0o c\u00e1c ph\u00e2n t\u00edch mang l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t trong khi v\u1eabn duy tr\u00ec ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn n\u0103ng \u0111\u1ed9ng. Do \u0111\u00f3, IBM t\u1ea1o s\u1ef1 kh\u00e1c bi\u1ec7t so v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, ch\u1eb3ng h\u1ea1n nh\u01b0 Deepseek, b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p l\u00fd lu\u1eadn tr\u1ef1c ti\u1ebfp v\u00e0o m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng.<\/h3>\n\n<p class=\"wp-block-paragraph\">Nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh: M\u1ed9t chi\u1ec1u h\u01b0\u1edbng kh\u00e1c c\u1ee7a Granite 3.2<\/p>\n\n<h2 class=\"wp-block-heading\">Granite 3.2 c\u0169ng gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c l\u1edbn trong vi\u1ec7c qu\u1ea3n l\u00fd c\u00e1c t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c qu\u00e9t. M\u00f4 h\u00ecnh nh\u1eb9 n\u00e0y, v\u1edbi 2 t\u1ef7 tham s\u1ed1, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang \u0111\u1ec3 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh v\u00e0 v\u0103n b\u1ea3n trong nhi\u1ec1u lo\u1ea1i t\u00e0i li\u1ec7u kh\u00e1c nhau, khi\u1ebfn c\u00f4ng ngh\u1ec7 n\u00e0y tr\u1edf n\u00ean thi\u1ebft y\u1ebfu \u0111\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn t\u00e0i li\u1ec7u l\u01b0u tr\u1eef. B\u1eb1ng c\u00e1ch cung c\u1ea5p kh\u1ea3 n\u0103ng tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eadp trung v\u00e0o c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee5 th\u1ec3 c\u1ee7a t\u00e0i li\u1ec7u, IBM cho ph\u00e9p x\u1eed l\u00fd th\u00f4ng tin hi\u1ec7u qu\u1ea3 h\u01a1n, \u0111\u1ed1i v\u1edbi c\u1ea3 v\u0103n b\u1ea3n v\u00e0 \u0111\u1ed3 th\u1ecb, c\u00f4ng th\u1ee9c v\u00e0 b\u1ea3ng. Lo\u1ea1i t\u00e0i li\u1ec7u<\/h2>\n\n<p class=\"wp-block-paragraph\">T\u00ednh n\u0103ng nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>H\u00f3a \u0111\u01a1n<\/th>\n<th>Tr\u00edch xu\u1ea5t s\u1ed1 l\u01b0\u1ee3ng v\u00e0 ng\u00e0y th\u00e1ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>B\u00e1o c\u00e1o ph\u00e2n t\u00edch<\/td>\n<td>Tr\u00edch xu\u1ea5t bi\u1ec3u \u0111\u1ed3 v\u00e0 b\u1ea3ng<\/td>\n<\/tr>\n<tr>\n<td>Bi\u1ec3u m\u1eabu h\u00e0nh ch\u00ednh<\/td>\n<td>Nh\u1eadn d\u1ea1ng tr\u01b0\u1eddng \u0111\u00e3 ho\u00e0n th\u00e0nh<\/td>\n<\/tr>\n<tr>\n<td>H\u01b0\u1edbng t\u1edbi ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n n\u00e2ng cao<\/td>\n<td>V\u1ec1 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n, Granite 3.2 mang \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh tinh ch\u1ec9nh kh\u00f4ng ch\u1ec9 d\u1ef1a tr\u00ean m\u00e1y h\u1ecdc truy\u1ec1n th\u1ed1ng m\u00e0 c\u00f2n d\u1ef1a tr\u00ean c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn s\u00e1ng t\u1ea1o. Jim, m\u1ed9t nh\u00e0 ph\u00e2n t\u00edch t\u1ea1i IBM, th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh TTM (b\u1ed9 tr\u1ed9n th\u1eddi gian nh\u1ecf) m\u00e0 h\u1ecd ph\u00e1t tri\u1ec3n \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c nhu c\u1ea7u c\u1ee5 th\u1ec3 v\u00e0 \u0111a d\u1ea1ng c\u1ee7a c\u00e1c doanh nghi\u1ec7p. C\u00e1c m\u00f4 h\u00ecnh n\u00e0y, m\u1eb7c d\u00f9 nh\u1ecf g\u1ecdn (t\u1eeb 1 \u0111\u1ebfn 5 tri\u1ec7u tham s\u1ed1), hi\u1ec7n cung c\u1ea5p kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh r\u1ea5t l\u1edbn, cho ph\u00e9p d\u1ef1 \u0111o\u00e1n s\u1ef1 ki\u1ec7n v\u1edbi \u0111\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh ph\u00f9 h\u1ee3p.<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<h3 class=\"wp-block-heading\">\u0110\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t thay \u0111\u1ed5i, t\u1eeb 512 \u0111\u1ebfn 52, \u0111\u1ec3 \u0111\u00e1p \u1ee9ng t\u1ed1t h\u01a1n c\u00e1c nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a d\u1ef1 b\u00e1o t\u00e0i ch\u00ednh h\u00e0ng ng\u00e0y ho\u1eb7c h\u00e0ng tu\u1ea7n.<\/h3>\n\n<p class=\"wp-block-paragraph\">D\u1ef1 \u0111o\u00e1n t\u00e0i ch\u00ednh<\/p>\n\n<p class=\"wp-block-paragraph\">L\u1eadp k\u1ebf ho\u1ea1ch b\u1ea3o tr\u00ec<\/p>\n\n<ul class=\"wp-block-list\"><li>Ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng<\/li><li>C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a Granite 3.2<\/li><li>B\u1eb1ng c\u00e1ch tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn n\u00e0y, IBM \u0111ang cho ph\u00e9p c\u00e1c c\u00f4ng ty t\u1eadn d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o theo nh\u1eefng c\u00e1ch c\u1ee5 th\u1ec3. C\u00e1c ng\u00e0nh t\u1eeb t\u00e0i ch\u00ednh \u0111\u1ebfn h\u1eadu c\u1ea7n \u0111\u00e3 th\u1ea5y t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 t\u1eeb ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a. V\u00ed d\u1ee5, m\u1ed9t ng\u00e2n h\u00e0ng s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3 h\u00e0ng ngh\u00ecn t\u00e0i li\u1ec7u m\u1ed9t c\u00e1ch t\u1ef1 tin, t\u0103ng n\u0103ng su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i c\u1ee7a m\u00ecnh.<\/li><\/ul>\n\n<h2 class=\"wp-block-heading\">B\u1ea3n tr\u00ecnh di\u1ec5n th\u1ef1c t\u1ebf c\u1ee7a Granite 3.2 cho th\u1ea5y c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 th\u1ec3 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i nh\u01b0 th\u1ebf n\u00e0o. Sau khi tri\u1ec3n khai Granite 3.2, Ng\u00e2n h\u00e0ng X \u0111\u00e3 gi\u1ea3m th\u00e0nh c\u00f4ng 30% th\u1eddi gian x\u1eed l\u00fd t\u1ec7p, \u0111i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 m\u00e0 c\u00f2n cho ph\u00e9p nh\u00e2n vi\u00ean t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb cao h\u01a1n. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c<\/h2>\n\n<p class=\"wp-block-paragraph\">M\u1ed9t l\u0129nh v\u1ef1c kh\u00e1c m\u00e0 tr\u00ed th\u00f4ng minh c\u1ee7a Granite 3.2 t\u1ecfa s\u00e1ng l\u00e0 t\u1ed1i \u01b0u h\u00f3a h\u1eadu c\u1ea7n. B\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n, c\u00e1c c\u00f4ng ty kh\u00f4ng ch\u1ec9 c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u nguy\u00ean li\u1ec7u th\u00f4 m\u00e0 c\u00f2n d\u1ef1 b\u00e1o bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n xu\u1ea5t c\u1ee7a m\u00ecnh. \u0110i\u1ec1u n\u00e0y mang l\u1ea1i s\u1ef1 an t\u00e2m h\u01a1n cho c\u1ea3 nh\u00e0 cung c\u1ea5p v\u00e0 kh\u00e1ch h\u00e0ng.<\/p>\n\n<p class=\"wp-block-paragraph\">L\u1ee3i \u00edch kinh doanh<\/p>\n\n<h3 class=\"wp-block-heading\">T\u00e1c \u0111\u1ed9ng c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c<\/h3>\n\n<p class=\"wp-block-paragraph\">Quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>Gi\u1ea3m chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng<\/th>\n<th>C\u1ea3i thi\u1ec7n s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>T\u0103ng t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng<\/td>\n<td>T\u0103ng n\u0103ng su\u1ea5t<\/td>\n<\/tr>\n<tr>\n<td>Ti\u1ebft ki\u1ec7m th\u1eddi gian trong c\u00e1c quy tr\u00ecnh n\u1ed9i b\u1ed9<\/td>\n<td>Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai v\u1edbi IBM Granite 3.2<\/td>\n<\/tr>\n<tr>\n<td>Nh\u1eefng ti\u1ebfn b\u1ed9 trong Granite 3.2 \u0111\u1eb7t ra c\u00e2u h\u1ecfi: l\u00e0m th\u1ebf n\u00e0o nh\u1eefng m\u00f4 h\u00ecnh n\u00e0y c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i h\u01a1n n\u1eefa b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong nh\u1eefng n\u0103m t\u1edbi? C\u00e2u tr\u1ea3 l\u1eddi ph\u1ea7n l\u1edbn n\u1eb1m \u1edf kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng c\u1ee7a c\u00e1c c\u00f4ng ty v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi. IBM cam k\u1ebft lu\u00f4n \u0111i \u0111\u1ea7u trong \u0111\u1ed5i m\u1edbi v\u00e0 li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh c\u1ee7a m\u00ecnh \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nh\u1eefng th\u00e1ch th\u1ee9c trong t\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec7n to\u00e1n v\u00e0 ph\u00e2n t\u00edch.<\/td>\n<td>Trong m\u1ed9t th\u1ebf gi\u1edbi \u0111ang t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 h\u01a1n bao gi\u1edd h\u1ebft, IBM ti\u1ebfp t\u1ee5c ch\u1ee9ng minh s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 nhanh nh\u1eb9n trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m c\u1ee7a m\u00ecnh. Khi c\u00e1c y\u00eau c\u1ea7u kinh doanh ph\u00e1t tri\u1ec3n, c\u00e2u tr\u1ea3 l\u1eddi \u0111\u00fang c\u00f3 th\u1ec3 n\u1eb1m \u1edf c\u00e1c c\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edbi n\u00e0y. C\u00f4ng ty c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 h\u01b0\u1edfng l\u1ee3i nh\u01b0 th\u1ebf n\u00e0o t\u1eeb nh\u1eefng ph\u00e1t tri\u1ec3n n\u00e0y?<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<h2 class=\"wp-block-heading\"><\/h2>\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>IBM m\u1ed9t l\u1ea7n n\u1eefa kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh tr\u00ean th\u1ecb tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi phi\u00ean b\u1ea3n m\u1edbi c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, Granite 3.2. Ph\u00f9 h\u1ee3p v\u1edbi xu h\u01b0\u1edbng hi\u1ec7n t\u1ea1i, c\u1ea3i ti\u1ebfn n\u00e0y nh\u1ea5n m\u1ea1nh v\u00e0o kh\u1ea3 n\u0103ng suy lu\u1eadn c\u00f3 \u0111i\u1ec1u ki\u1ec7n, cho ph\u00e9p hi\u1ec7u su\u1ea5t LLM \u0111\u01b0\u1ee3c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":37313,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1560],"tags":[66298,8911,66301,66304,3533],"class_list":["post-37337","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-tri-tue-nhan-tao-vi","tag-da-granit-3-2-vi","tag-hoi-nhap-vi","tag-ibm-vi","tag-su-chia-cat-vi","tag-um-vi"],"_links":{"self":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/37337","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=37337"}],"version-history":[{"count":1,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/37337\/revisions"}],"predecessor-version":[{"id":37338,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/37337\/revisions\/37338"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/37313"}],"wp:attachment":[{"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=37337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=37337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=37337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}