C\u00f4ng ty kh\u1edfi nghi\u1ec7p Aleph Alpha, \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 m\u1ed9t trong nh\u1eefng vi\u00ean ng\u1ecdc qu\u00fd c\u1ee7a ch\u00e2u \u00c2u trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, g\u1ea7n \u0111\u00e2y \u0111\u00e3 ti\u1ebft l\u1ed9 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong l\u0129nh v\u1ef1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM). T\u1ea1i Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Davos, c\u00f4ng ty \u0111\u00e3 tr\u00ecnh b\u00e0y m\u1ed9t ki\u1ebfn \u200b\u200btr\u00fac s\u00e1ng t\u1ea1o \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n tokenizer. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cho th\u1ea5y m\u1ed9t tham v\u1ecdng r\u00f5 r\u00e0ng: gi\u1ea3m c\u00e1c y\u00eau c\u1ea7u v\u1ec1 t\u00e0i nguy\u00ean m\u00e1y t\u00ednh cho c\u1ea3 vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn c\u00e1c m\u00f4 h\u00ecnh. Vi\u1ec7c lo\u1ea1i b\u1ecf c\u00e1c tokenizer c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t cho AI th\u1ebf h\u1ec7 m\u1edbi.<\/p>\n\n\n
\u0110i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 ph\u1ea3i hi\u1ec3u c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a tokenizer. Nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y chuy\u1ec3n \u0111\u1ed5i chu\u1ed7i th\u00e0nh danh s\u00e1ch c\u00e1c k\u00fd hi\u1ec7u m\u00e0 m\u00f4 h\u00ecnh x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) c\u00f3 th\u1ec3 di\u1ec5n gi\u1ea3i. M\u1eb7c d\u00f9 vi\u1ec7c s\u1eed d\u1ee5ng ch\u00fang r\u1ea5t quan tr\u1ecdng trong s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a LLM hi\u1ec7n t\u1ea1i, Aleph Alpha thu h\u00fat s\u1ef1 ch\u00fa \u00fd \u0111\u1ebfn s\u1ef1 k\u00e9m hi\u1ec7u qu\u1ea3 m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 t\u1ea1o ra, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o tinh ch\u1ec9nh v\u00e0 gi\u00e1m s\u00e1t. C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef h\u1ecdc d\u1ef1a tr\u00ean c\u00e1c m\u1eabu c\u00f3 trong v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a, khi\u1ebfn vi\u1ec7c th\u00edch \u1ee9ng c\u1ee7a ch\u00fang v\u1edbi d\u1eef li\u1ec7u ch\u01b0a t\u1eebng th\u1ea5y tr\u01b0\u1edbc \u0111\u00e2y tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n
Token h\u00f3a kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh t\u1ea7m th\u01b0\u1eddng v\u00e0 \u0111\u1eb7t ra m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c. M\u1ed9t m\u1eb7t, ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n \u0111o\u1ea1n c\u00e2u th\u00e0nh c\u00e1c k\u00fd t\u1ef1 \u0111ang d\u1ea7n b\u1ecb lo\u1ea1i b\u1ecf do ti\u00eau t\u1ed1n qu\u00e1 nhi\u1ec1u t\u00e0i nguy\u00ean t\u00ednh to\u00e1n v\u00e0 b\u1ed9 nh\u1edb. Ph\u01b0\u01a1ng ph\u00e1p hi\u1ec7n t\u1ea1i, chia c\u00e1c t\u1eeb th\u00e0nh c\u00e1c chu\u1ed7i k\u00fd t\u1ef1 li\u1ec1n k\u1ec1, m\u1eb7c d\u00f9 cho ph\u00e9p qu\u1ea3n l\u00fd hi\u1ec7u qu\u1ea3 c\u00e1c t\u1eeb ch\u01b0a bi\u1ebft, nh\u01b0ng l\u1ea1i \u201cg\u00e1nh n\u1eb7ng\u201d cho c\u00e1c m\u00f4 h\u00ecnh v\u00e0 khi\u1ebfn ch\u00fang k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n \u0111\u1ed1i v\u1edbi c\u00e1c v\u0103n b\u1ea3n \u0111\u1ed5i m\u1edbi. Th\u1eadt v\u1eady, nh\u1eefng \u0111\u1ecbnh ki\u1ebfn \u200b\u200bdo t\u1eeb v\u1ef1ng t\u0129nh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0a ra kh\u00f4ng gi\u00fap cho vi\u1ec7c \u01b0u ti\u00ean c\u00e1c t\u00e0i nguy\u00ean \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed5 theo \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c m\u00e3 th\u00f4ng b\u00e1o \u0111\u1ea7u ti\u00ean c\u1ee7a c\u00e2u.<\/p>\n\n\n
Aleph Alpha \u0111\u1ec1 xu\u1ea5t m\u1ed9t s\u1ef1 thay \u0111\u1ed5i c\u0103n b\u1ea3n v\u1edbi B\u1ed9 chuy\u1ec3n \u0111\u1ed5i ki\u1ebfn \u200b\u200btr\u00fac ph\u00e2n c\u1ea5p (HAT). Khung n\u00e0y k\u1ebft h\u1ee3p x\u1eed l\u00fd d\u1ef1a tr\u00ean k\u00fd t\u1ef1 v\u00e0 d\u1ef1a tr\u00ean t\u1eeb, b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c ph\u00e2n chia v\u0103n b\u1ea3n \u0111\u01a1n gi\u1ea3n th\u00e0nh c\u00e1c t\u1eeb, s\u1eed d\u1ee5ng c\u00e1c quy t\u1eafc tu\u00e2n theo \u0111\u1ecbnh ngh\u0129a Unicode. Sau \u0111\u00f3, m\u1ed7i t\u1eeb \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a th\u00e0nh m\u1ed9t vect\u01a1 nh\u00fang, vect\u01a1 n\u00e0y s\u1ebd cung c\u1ea5p cho m\u00f4 h\u00ecnh ch\u00ednh m\u1ea1nh m\u1ebd h\u01a1n nhi\u1ec1u.<\/p>\n\n\n\n
Nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a m\u00e3 th\u00f4ng b\u00e1o xu\u1ea5t hi\u1ec7n \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p, n\u01a1i ng\u01b0\u1eddi d\u00f9ng \u0111ang t\u00ecm ki\u1ebfm c\u00e1c m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi c\u1ee5 th\u1ec3 cho mi\u1ec1n c\u1ee7a h\u1ecd. Th\u00f4ng th\u01b0\u1eddng, c\u00e1c m\u00f4 h\u00ecnh m\u00e3 th\u00f4ng b\u00e1o k\u00e9m ph\u00f9 h\u1ee3p khi l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c ngo\u00e0i ti\u1ebfng Anh. Do \u0111\u00f3, vi\u1ec7c lo\u1ea1i b\u1ecf m\u00e3 th\u00f4ng b\u00e1o \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u1ea7y h\u1ee9a h\u1eb9n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ee7 quy\u1ec1n c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh v\u00e0 gi\u1ea3m l\u01b0\u1ee3ng kh\u00ed th\u1ea3i carbon li\u00ean quan \u0111\u1ebfn qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u1ee7a h\u1ecd.<\/p>\n\n\n
Khi Aleph Alpha x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3 h\u01a1n, nhu c\u1ea7u v\u1ec1 c\u00e1c m\u00f4 h\u00ecnh kh\u00f4ng ch\u1ec9 th\u00edch \u1ee9ng v\u1edbi \u0111\u1eb7c th\u00f9 c\u1ee7a ng\u00e0nh m\u00e0 c\u00f2n v\u1edbi c\u00e1c ng\u00f4n ng\u1eef \u0111a d\u1ea1ng ng\u00e0y c\u00e0ng t\u0103ng. Xu h\u01b0\u1edbng hi\u1ec7n t\u1ea1i \u0111\u1ed1i v\u1edbi c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111a ng\u00f4n ng\u1eef \u0111\u00f2i h\u1ecfi ph\u1ea3i c\u00f3 nh\u1eefng \u0111i\u1ec1u ch\u1ec9nh trong khu\u00f4n kh\u1ed5 m\u00e3 th\u00f4ng b\u00e1o, hi\u1ec7n t\u1ea1i v\u1eabn c\u00f2n qu\u00e1 c\u1ee9ng nh\u1eafc v\u00e0 t\u0129nh t\u1ea1i.<\/p>\n\n\n\n
Aleph Alpha HAT h\u00ecnh dung ra m\u1ed9t \u0111\u1ecbnh ngh\u0129a l\u1ea1i ho\u00e0n to\u00e0n v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u0103n b\u1ea3n. B\u1eb1ng c\u00e1ch gi\u1ea3m k\u00edch th\u01b0\u1edbc t\u1eeb v\u1ef1ng xu\u1ed1ng ch\u1ec9 c\u00f2n 256 m\u00e3 th\u00f4ng b\u00e1o trong khi d\u1ef1a v\u00e0o UTF-8 l\u00e0m b\u1ea3ng ch\u1eef c\u00e1i, ki\u1ebfn \u200b\u200btr\u00fac n\u00e0y n\u1ed5i b\u1eadt v\u00ec t\u00ednh \u0111\u01a1n gi\u1ea3n v\u00e0 hi\u1ec7u qu\u1ea3. H\u1ec7 th\u1ed1ng n\u00e0y cho ph\u00e9p \u0111\u00e0o t\u1ea1o t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i d\u1ef1a v\u00e0o m\u00e3 th\u00f4ng b\u00e1o c\u1ed1 \u0111\u1ecbnh, \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc, th\u1ec3 hi\u1ec7n m\u1ed9t b\u01b0\u1edbc ti\u1ebfn \u0111\u00e1ng k\u1ec3 so v\u1edbi c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n
\u0110\u1ec3 ki\u1ec3m tra kh\u00e1i ni\u1ec7m c\u1ee7a m\u00ecnh, Aleph Alpha \u0111\u00e3 tri\u1ec3n khai m\u1ed9t m\u00f4 h\u00ecnh v\u1edbi 7 t\u1ef7 tham s\u1ed1, \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean b\u1ed9 d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 bao g\u1ed3m 2,3 ngh\u00ecn t\u1ef7 m\u00e3 th\u00f4ng b\u00e1o b\u1eb1ng ti\u1ebfng Anh v\u00e0 ti\u1ebfng Ph\u1ea7n Lan. K\u1ebft qu\u1ea3 thu \u0111\u01b0\u1ee3c r\u1ea5t \u1ea5n t\u01b0\u1ee3ng, c\u1ea3 v\u1ec1 chi ph\u00ed suy lu\u1eadn v\u00e0 hi\u1ec7u su\u1ea5t so v\u1edbi c\u00e1c m\u00f4 h\u00ecnh d\u1ef1a tr\u00ean tokenizer.<\/p>\n\n\n\n
Ph\u1ea3n h\u1ed3i \u0111\u1ea7u ti\u00ean v\u1ec1 ki\u1ebfn \u200b\u200btr\u00fac \u201cTokenizer Free\u201d n\u00e0y t\u1eeb Aleph Alpha n\u00eau b\u1eadt m\u1ed9t s\u1ed1 \u01b0u \u0111i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd. Ngo\u00e0i vi\u1ec7c gi\u1ea3m chi ph\u00ed suy lu\u1eadn r\u00f5 r\u00e0ng, ng\u01b0\u1eddi ta c\u00f2n nh\u1eadn th\u1ea5y hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i v\u1ec1 m\u1eb7t hi\u1ec7u qu\u1ea3, v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi nhi\u1ec1u m\u00f4 h\u00ecnh kh\u00e1c \u0111ang \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n. H\u01a1n n\u1eefa, c\u00e1c m\u00f4 h\u00ecnh \u00edt nh\u1ea1y c\u1ea3m h\u01a1n v\u1edbi c\u00e1c l\u1ed7i ph\u1ed5 bi\u1ebfn nh\u01b0 l\u1ed7i \u0111\u00e1nh m\u00e1y ho\u1eb7c t\u1eeb ng\u1eef kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7, mang l\u1ea1i \u0111\u1ed9 tin c\u1eady t\u1ed1t h\u01a1n. Nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y l\u00e0m cho HAT tr\u1edf n\u00ean \u0111\u1eb7c bi\u1ec7t h\u1ee9a h\u1eb9n cho c\u00e1c \u1ee9ng d\u1ee5ng ti\u00ean ti\u1ebfn trong \u0111\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c l\u00e0 r\u1ea5t quan tr\u1ecdng. Trong b\u1ed1i c\u1ea3nh AI ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng nghi\u1ec7p, \u0111i\u1ec1u n\u00e0y c\u0169ng \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed v\u1eadn h\u00e0nh.<\/p>\n\n\n\n
Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i t\u1ea5t c\u1ea3 c\u00e1c th\u00e1ch th\u1ee9c \u0111\u1ec1u c\u00f3 th\u1ec3 v\u01b0\u1ee3t qua \u0111\u01b0\u1ee3c b\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf tokenizer. Ki\u1ebfn tr\u00fac c\u1ee7a Aleph Alpha, m\u1eb7c d\u00f9 hi\u1ec7u qu\u1ea3 nh\u01b0ng v\u1eabn ch\u01b0a th\u1ec3 hi\u1ec7n \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng t\u1ed3n t\u1ea1i c\u1ee7a n\u00f3 tr\u01b0\u1edbc c\u00e1c ng\u00f4n ng\u1eef bi\u1ec3u t\u01b0\u1ee3ng, ch\u1eb3ng h\u1ea1n nh\u01b0 ti\u1ebfng Trung hay ti\u1ebfng Nh\u1eadt, n\u01a1i m\u1ed9t k\u00fd t\u1ef1 c\u00f3 th\u1ec3 mang to\u00e0n b\u1ed9 \u00fd ngh\u0129a. Th\u1ef1c t\u1ebf n\u00e0y \u0111\u1eb7t ra nh\u1eefng tr\u1edf ng\u1ea1i cho vi\u1ec7c tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh trong l\u1eadp tr\u00ecnh ho\u1eb7c to\u00e1n h\u1ecdc ph\u1ee9c t\u1ea1p. Aleph Alpha ti\u1ebfp t\u1ee5c kh\u00e1m ph\u00e1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p kh\u00e1c \u0111\u1ec3 t\u00e1ch c\u00e1c t\u1eeb \u0111\u1ea7u v\u00e0o v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a n\u00f3 cho ph\u00f9 h\u1ee3p.<\/p>\n\n\n
\u0110\u1ed1i m\u1eb7t v\u1edbi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh nh\u01b0 Meta c\u0169ng \u0111ang theo \u0111u\u1ed5i c\u00e1c gi\u1ea3i ph\u00e1p kh\u00f4ng c\u1ea7n m\u00e3 th\u00f4ng b\u00e1o, vi\u1ec7c li\u00ean t\u1ee5c \u0111\u1ed5i m\u1edbi s\u1ebd r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi Aleph Alpha. Ph\u00f2ng th\u00ed nghi\u1ec7m qu\u1ed1c t\u1ebf ph\u1ea3i \u0111i\u1ec1u ch\u1ec9nh b\u1ed9 d\u1eef li\u1ec7u v\u00e0 kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 li\u00ean quan \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh \u0111a ng\u00e0nh trong khi v\u1eabn duy tr\u00ec c\u00e1c ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng cao.<\/p>\n\n\n\n
Khi Aleph Alpha ph\u00e1t tri\u1ec3n ki\u1ebfn \u200b\u200btr\u00fac HAT, c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m nghi\u00ean c\u1ee9u kh\u00e1c nh\u01b0 Meta c\u0169ng \u0111ang ho\u1ea1t \u0111\u1ed9ng theo h\u01b0\u1edbng t\u01b0\u01a1ng t\u1ef1. \u0110\u1ec1 xu\u1ea5t g\u1ea7n \u0111\u00e2y c\u1ee7a Meta, Byte Latent Transformer, chia s\u1ebb c\u00e1c m\u1ee5c ti\u00eau t\u01b0\u01a1ng t\u1ef1 nh\u01b0ng t\u1eadp trung v\u00e0o c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn ph\u1ee9c t\u1ea1p h\u01a1n nh\u1eb1m thay th\u1ebf m\u00e3 th\u00f4ng b\u00e1o b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c bi\u1ec3u di\u1ec5n k\u00fd t\u1ef1 \u0111\u1ed9ng. Nh\u1eefng ph\u00e1t tri\u1ec3n n\u00e0y l\u00e0m n\u1ed5i b\u1eadt m\u1ed1i quan t\u00e2m ng\u00e0y c\u00e0ng t\u0103ng \u0111\u1ed1i v\u1edbi c\u00e1c m\u00f4 h\u00ecnh phi t\u1eadp trung c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng \u0111\u00fang nhu c\u1ea7u \u0111a d\u1ea1ng trong khi gi\u1ea3m chi ph\u00ed. Cu\u1ed9c tranh lu\u1eadn v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a token h\u00f3a tr\u1edf n\u00ean ph\u00f9 h\u1ee3p h\u01a1n bao gi\u1edd h\u1ebft v\u00e0 c\u00f3 s\u1ef1 tham gia c\u1ee7a nhi\u1ec1u b\u00ean li\u00ean quan kh\u00e1c nhau trong l\u0129nh v\u1ef1c AI.<\/p>\n\n\n\n
V\u1edbi ki\u1ebfn \u200b\u200btr\u00fac m\u1edbi, Aleph Alpha mong mu\u1ed1n kh\u1eb3ng \u0111\u1ecbnh m\u00ecnh l\u00e0 ng\u01b0\u1eddi \u0111\u00f3ng vai tr\u00f2 ch\u1ee7 ch\u1ed1t trong b\u1ed1i c\u1ea3nh m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef. Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i sang c\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra t\u1ef1 ch\u1ee7 h\u01a1n c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 c\u00e1c qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n hi\u1ec7n t\u1ea1i, cung c\u1ea5p cho c\u00e1c doanh nghi\u1ec7p m\u1ed9t gi\u1ea3i ph\u00e1p thay th\u1ebf kh\u1ea3 thi cho c\u00e1c m\u00f4 h\u00ecnh hi\u1ec7n c\u00f3.<\/p>\n\n\n
S\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a Aleph Alpha \u0111\u1ed1i v\u1edbi ph\u01b0\u01a1ng ph\u00e1p n\u00e0y h\u1ee9a h\u1eb9n s\u1ebd th\u00fac \u0111\u1ea9y s\u1ef1 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3, cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p t\u1eadn d\u1ee5ng t\u1ed1i \u0111a kh\u1ea3 n\u0103ng c\u1ee7a AI m\u00e0 kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi c\u00e1c nh\u00e0 t\u1ea1o m\u00e3 th\u00f4ng b\u00e1o. Ti\u1ec1m n\u0103ng c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed \u0111\u00e0o t\u1ea1o c\u00f3 th\u1ec3 m\u1edf ra c\u00e1nh c\u1eeda cho vi\u1ec7c \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o r\u1ed9ng r\u00e3i h\u01a1n n\u1eefa trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00e1c nhau. Cu\u1ed1i c\u00f9ng, cam k\u1ebft c\u1ee7a Aleph Alpha \u0111\u1ed1i v\u1edbi s\u1ef1 \u0111\u1ed5i m\u1edbi trong l\u0129nh v\u1ef1c LLM c\u00f3 th\u1ec3 l\u00e0 s\u1ef1 kh\u1edfi \u0111\u1ea7u cho m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho AI.<\/p>\n\n","protected":false},"excerpt":{"rendered":"
C\u00f4ng ty kh\u1edfi nghi\u1ec7p Aleph Alpha, \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn l\u00e0 m\u1ed9t trong nh\u1eefng vi\u00ean ng\u1ecdc qu\u00fd c\u1ee7a ch\u00e2u \u00c2u trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, g\u1ea7n \u0111\u00e2y \u0111\u00e3 ti\u1ebft l\u1ed9 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong l\u0129nh v\u1ef1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM). T\u1ea1i Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Davos, c\u00f4ng ty \u0111\u00e3 tr\u00ecnh b\u00e0y […]<\/p>\n","protected":false},"author":1,"featured_media":663,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1560],"tags":[1919,2744,2741,284],"class_list":["post-794","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-tri-tue-nhan-tao-vi","tag-aleph-alpha-vi","tag-mo-hinh-ngon-ngu-vi","tag-su-phu-thuoc-vi","tag-tri-tue-nhan-tao-vi"],"_links":{"self":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/794","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=794"}],"version-history":[{"count":1,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/794\/revisions"}],"predecessor-version":[{"id":795,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/posts\/794\/revisions\/795"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media\/663"}],"wp:attachment":[{"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/media?parent=794"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/categories?post=794"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mon-agent-ia.fr\/blog\/wp-json\/wp\/v2\/tags?post=794"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}