{"id":11385,"date":"2024-10-21T11:04:48","date_gmt":"2024-10-21T04:04:48","guid":{"rendered":"https:\/\/tenten.vn\/ai\/?p=11385"},"modified":"2024-10-21T11:19:43","modified_gmt":"2024-10-21T04:19:43","slug":"bitnet-ai-mo-hinh-ai-opensource-dau-tien-ho-tro-chay-cpu-cuc-nhanh","status":"publish","type":"post","link":"https:\/\/tenten.vn\/ai\/bitnet-ai-mo-hinh-ai-opensource-dau-tien-ho-tro-chay-cpu-cuc-nhanh\/","title":{"rendered":"Bitnet AI – M\u00f4 h\u00ecnh AI Opensource \u0111\u1ea7u ti\u00ean h\u1ed7 tr\u1ee3 ch\u1ea1y CPU c\u1ef1c nhanh"},"content":{"rendered":"\t\t
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Bitnet AI l\u00e0 g\u00ec ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Bitnet AI<\/strong> l\u00e0 m\u1ed9t \u0111\u1ed9t ph\u00e1 trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Microsoft v\u00e0 c\u00f4ng b\u1ed1 m\u00e3 ngu\u1ed3n m\u1edf. \u0110\u00e2y l\u00e0 m\u1ed9t framework kh\u1ea3 n\u0103ng ch\u1ea1y suy lu\u1eadn m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) v\u1edbi hi\u1ec7u su\u1ea5t c\u1ef1c cao, ch\u1ec9 s\u1eed d\u1ee5ng CPU. <\/strong><\/p>

\u0110i\u1ec1u \u0111\u00e1ng kinh ng\u1ea1c l\u00e0 Bitnet AI c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c m\u00f4 h\u00ecnh LLM l\u00ean \u0111\u1ebfn 100 t\u1ef7 tham s\u1ed1 tr\u00ean c\u00e1c thi\u1ebft b\u1ecb c\u1ee5c b\u1ed9, kh\u00f4ng c\u1ea7n \u0111\u1ebfn GPU.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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B\u00e0i vi\u1ebft li\u00ean quan:\u00a0SANA AI ch\u00ednh th\u1ee9c tham gia v\u00e0o cu\u1ed9c chi\u1ebfn t\u1ea1o \u1ea3nh v\u1edbi AI<\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u01afu \u0111i\u1ec3m v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a Bitnet AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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M\u1ed9t trong nh\u1eefng \u0111i\u1ec3m m\u1ea1nh c\u1ee7a Bitnet AI l\u00e0 kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3. So v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng, Bitnet AI c\u00f3 th\u1ec3 \u0111\u1ea1t t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n t\u1edbi 6.17 l\u1ea7n. Ngo\u00e0i ra, n\u00f3 c\u0169ng gi\u00fap gi\u1ea3m ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng t\u1edbi 82.2%. \u0110i\u1ec1u n\u00e0y c\u00f3 \u00fd ngh\u0129a r\u1ea5t l\u1edbn trong vi\u1ec7c gi\u1ea3m thi\u1ec3u chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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V\u1edbi Bitnet AI, Microsoft \u0111\u00e3 m\u1edf ra m\u1ed9t c\u00e1nh c\u1eeda m\u1edbi cho vi\u1ec7c s\u1eed d\u1ee5ng LLM. B\u00e2y gi\u1edd, kh\u00f4ng ch\u1ec9 c\u00e1c doanh nghi\u1ec7p l\u1edbn m\u1edbi c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a AI, m\u00e0 ngay c\u1ea3 c\u00e1c c\u00e1 nh\u00e2n v\u00e0 doanh nghi\u1ec7p nh\u1ecf c\u0169ng c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn v\u00e0 s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. Bitnet AI c\u00f3 ti\u1ec1m n\u0103ng l\u00e0m cho AI tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n bao gi\u1edd h\u1ebft.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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L\u00f5i c\u00f4ng ngh\u1ec7 ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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V\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt, bitnet.cpp l\u00e0 m\u1ed9t khung c\u00f4ng t\u00e1c suy lu\u1eadn m\u1ea1nh m\u1ebd \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 t\u00ednh to\u00e1n hi\u1ec7u qu\u1ea3 cho c\u00e1c LLM 1 bit, bao g\u1ed3m c\u1ea3 m\u00f4 h\u00ecnh BitNet b1.58.<\/p>

Khung c\u00f4ng t\u00e1c n\u00e0y bao g\u1ed3m m\u1ed9t b\u1ed9 h\u1ea1t nh\u00e2n t\u1ed1i \u01b0u h\u00f3a nh\u1eb1m t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh n\u00e0y trong qu\u00e1 tr\u00ecnh suy lu\u1eadn tr\u00ean CPU. Hi\u1ec7n t\u1ea1i, Bitnet AI h\u1ed7 tr\u1ee3 c\u00e1c CPU ARM v\u00e0 x86, v\u1edbi k\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng h\u1ed7 tr\u1ee3 cho NPUs, GPUs v\u00e0 thi\u1ebft b\u1ecb di \u0111\u1ed9ng trong c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt t\u01b0\u01a1ng lai.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Hi\u1ec7u n\u0103ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n tr\u00ean CPU<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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C\u00e1c \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t cho th\u1ea5y Bitnet AI \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1ed1c \u0111\u1ed9 t\u0103ng \u0111\u00e1ng k\u1ec3 so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng. Tr\u00ean CPU ARM, t\u1ed1c \u0111\u1ed9 t\u0103ng l\u00ean t\u1eeb 1.37x \u0111\u1ebfn 5.07x t\u00f9y thu\u1ed9c v\u00e0o k\u00edch th\u01b0\u1edbc c\u1ee7a m\u00f4 h\u00ecnh. T\u01b0\u01a1ng t\u1ef1, tr\u00ean CPU x86, t\u1ed1c \u0111\u1ed9 t\u0103ng t\u1eeb 2.37x \u0111\u1ebfn 6.17x.<\/p>

\u0110i\u1ec1u \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng Bitnet AI c\u0169ng d\u1eabn \u0111\u1ebfn gi\u1ea3m ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng t\u1eeb 55.4% \u0111\u1ebfn 82.2%, l\u00e0m cho qu\u00e1 tr\u00ecnh suy lu\u1eadn tr\u1edf n\u00ean ti\u1ebft ki\u1ec7m \u0111i\u1ec7n h\u01a1n \u0111\u00e1ng k\u1ec3.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Bitnet AI n\u1eb1m \u1edf kh\u1ea3 n\u0103ng gi\u1ea3m thi\u1ec3u s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o ph\u1ea7n c\u1ee9ng \u0111\u1eaft \u0111\u1ecf nh\u01b0 GPU.<\/p>

\u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u00e1ng k\u1ec3 m\u00e0 c\u00f2n t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c ph\u1ea7n m\u1ec1m v\u00e0 ph\u1ea7n c\u1ee9ng chuy\u00ean d\u1ee5ng t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c LLM 1-bit.<\/p>

B\u1eb1ng c\u00e1ch ch\u1ee9ng minh r\u1eb1ng vi\u1ec7c suy lu\u1eadn hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1edbi y\u00eau c\u1ea7u t\u00e0i nguy\u00ean th\u1ea5p, Bitnet AI m\u1edf \u0111\u01b0\u1eddng cho m\u1ed9t th\u1ebf h\u1ec7 m\u1edbi c\u1ee7a c\u00e1c LLM c\u1ee5c b\u1ed9 (LLLMs), cho ph\u00e9p \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 b\u1ec1n v\u1eefng h\u01a1n.<\/p>

Nh\u1eefng l\u1ee3i \u00edch n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 \u00fd ngh\u0129a \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng quan t\u00e2m \u0111\u1ebfn quy\u1ec1n ri\u00eang t\u01b0, v\u00ec kh\u1ea3 n\u0103ng ch\u1ea1y LLM c\u1ee5c b\u1ed9 gi\u00fap gi\u1ea3m thi\u1ec3u nhu c\u1ea7u g\u1eedi d\u1eef li\u1ec7u \u0111\u1ebfn c\u00e1c m\u00e1y ch\u1ee7 b\u00ean ngo\u00e0i.<\/p>

Ngo\u00e0i ra, nghi\u00ean c\u1ee9u \u0111ang \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh t\u1ea1i Microsoft v\u00e0 vi\u1ec7c ra m\u1eaft s\u00e1ng ki\u1ebfn “1-bit AI Infra” nh\u1eb1m th\u00fac \u0111\u1ea9y vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i c\u00e1c m\u00f4 h\u00ecnh n\u00e0y trong ng\u00e0nh c\u00f4ng nghi\u1ec7p, nh\u1ea5n m\u1ea1nh vai tr\u00f2 quan tr\u1ecdng c\u1ee7a Bitnet AI trong t\u01b0\u01a1ng lai c\u1ee7a hi\u1ec7u su\u1ea5t LLM.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Th\u00f4ng tin chi ti\u1ebft<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Github: https:\/\/github.com\/microsoft\/BitNet<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Source: marktechpost.com<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Bitnet AI l\u00e0 g\u00ec ? Bitnet AI l\u00e0 m\u1ed9t \u0111\u1ed9t ph\u00e1 trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Microsoft v\u00e0 c\u00f4ng b\u1ed1 m\u00e3 ngu\u1ed3n m\u1edf. \u0110\u00e2y l\u00e0 m\u1ed9t framework kh\u1ea3 n\u0103ng ch\u1ea1y suy lu\u1eadn m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) v\u1edbi hi\u1ec7u su\u1ea5t c\u1ef1c cao, ch\u1ec9 s\u1eed d\u1ee5ng CPU. \u0110i\u1ec1u \u0111\u00e1ng …<\/p>\n","protected":false},"author":14,"featured_media":11386,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[82],"tags":[108,109],"class_list":["post-11385","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-bitnet-ai","tag-cpu"],"yoast_head":"\nBitnet AI - M\u00f4 h\u00ecnh AI Opensource \u0111\u1ea7u ti\u00ean h\u1ed7 tr\u1ee3 ch\u1ea1y CPU c\u1ef1c nhanh - Tenten AI<\/title>\n<meta name=\"description\" content=\"Bitnet AI \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Microsoft, ch\u1ea1y suy lu\u1eadn m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) v\u1edbi hi\u1ec7u su\u1ea5t c\u1ef1c cao, ch\u1ec9 s\u1eed d\u1ee5ng CPU.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tenten.vn\/ai\/bitnet-ai-mo-hinh-ai-opensource-dau-tien-ho-tro-chay-cpu-cuc-nhanh\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bitnet AI - 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