{"id":308,"date":"2025-01-21T20:07:33","date_gmt":"2025-01-21T13:07:33","guid":{"rendered":"https:\/\/binhdanai.1022.vn\/?p=308"},"modified":"2025-04-08T10:14:59","modified_gmt":"2025-04-08T03:14:59","slug":"ai-viet-so-kha-nang-xu-ly-ngon-ngu-tieng-viet-voi-gpt-4-llama","status":"publish","type":"post","link":"https:\/\/binhdanai.1022.vn\/?p=308","title":{"rendered":"AI Vi\u1ec7t so kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef ti\u1ebfng Vi\u1ec7t v\u1edbi GPT-4, Llama"},"content":{"rendered":"

C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn do k\u1ef9 s\u01b0 trong n\u01b0\u1edbc hu\u1ea5n luy\u1ec7n nh\u01b0 KiLM, ViGPT \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 c\u00f3 n\u0103ng l\u1ef1c g\u1ea7n b\u1eb1ng so v\u1edbi GPT-4, Llama v\u1ec1 x\u1eed l\u00fd ti\u1ebfng Vi\u1ec7t.<\/span><\/p>\n

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B\u00e1o c\u00e1o t\u00ecnh h\u00ecnh ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) ti\u1ebfng Vi\u1ec7t v\u1eeba \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 cho th\u1ea5y c\u00f3 \u00edt nh\u1ea5t 45 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn ti\u1ebfng Vi\u1ec7t \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u00ednh \u0111\u1ebfn cu\u1ed1i 2024, \u0111\u1ebfn t\u1eeb c\u00e1c doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc.<\/span><\/p>\n

\u0110\u1ec3 \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c c\u1ee7a c\u00e1c LLM n\u00e0y, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch s\u1eed d\u1ee5ng b\u1ed9 ti\u00eau chu\u1ea9n VMLU (Vietnamese Multitask Language Understanding Benchmark Suite for Large Language Models) do Vi\u1ec7n Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 Ti\u00ean ti\u1ebfn Nh\u1eadt B\u1ea3n (JAIST) c\u00f9ng Zalo AI x\u00e2y d\u1ef1ng t\u1eeb th\u00e1ng 11\/2023. B\u1ed9 ti\u00eau chu\u1ea9n n\u00e0y g\u1ed3m 10.880 c\u00e2u h\u1ecfi, thu\u1ed9c 58 ch\u1ee7 \u0111\u1ec1 v\u00e0 4 l\u0129nh v\u1ef1c: t\u1ed5ng qu\u00e1t, STEM, Khoa h\u1ecdc x\u00e3 h\u1ed9i, Khoa h\u1ecdc nh\u00e2n v\u0103n v\u00e0 m\u1edf r\u1ed9ng.<\/span><\/p>\n

Theo \u0111\u00f3, \u1edf b\u1ea3ng x\u1ebfp h\u1ea1ng d\u00e0nh cho c\u00e1c From-scratch models, t\u1ee9c c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n t\u1eeb \u0111\u1ea7u, Llama-3-70B c\u1ee7a Meta d\u1eabn \u0111\u1ea7u v\u1ec1 n\u0103ng l\u1ef1c ti\u1ebfng Vi\u1ec7t t\u1ed5ng qu\u00e1t v\u1edbi 66,44 \u0111i\u1ec3m, GPT-4 c\u1ee7a OpenAI x\u1ebfp th\u1ee9 ba v\u1edbi 65,53 \u0111i\u1ec3m. Trong khi \u0111\u00f3, s\u1ea3n ph\u1ea9m c\u1ee7a Vi\u1ec7t Nam l\u00e0 KiLM-13b-v24.7.1 do Zalo AI ph\u00e1t tri\u1ec3n x\u1ebfp th\u1ee9 hai, ViGPT-1.6B-v1 c\u1ee7a VinBigData x\u1ebfp th\u1ee9 t\u00e1m. C\u00e1c v\u1ecb tr\u00ed c\u00f2n l\u1ea1i trong top 10 thu\u1ed9c v\u1ec1 LLM nh\u01b0 GPT-4o-mini, Gemma, Phi-3-128k c\u1ee7a OpenAI, Google, Microsoft.<\/span><\/p>\n

D\u1eabn \u0111\u1ea7u \u1edf n\u0103ng l\u1ef1c Khoa h\u1ecdc X\u00e3 h\u1ed9i ti\u1ebfng Vi\u1ec7t l\u00e0 Llama-3 c\u1ee7a Meta, n\u0103ng l\u1ef1c STEM l\u00e0 GPT-4. Trong khi \u0111\u00f3, \u0111\u1ea1i di\u1ec7n Zalo AI d\u1eabn \u0111\u1ea7u \u1edf h\u1ea1ng m\u1ee5c Khoa h\u1ecdc Nh\u00e2n v\u0103n.<\/span><\/p>\n

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\"B\u1ea3ng<\/span><\/span><\/div>
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B\u1ea3ng x\u1ebfp h\u1ea1ng LLM theo n\u0103ng l\u1ef1c ti\u1ebfng Vi\u1ec7t t\u1ed5ng qu\u00e1t d\u1ef1a tr\u00ean b\u00e0i \u0111o VMLU.\u00a0\u1ea2nh ch\u1ee5p m\u00e0n h\u00ecnh<\/em><\/span><\/p>\n<\/figcaption><\/figure>\n

\u1ede b\u1ea3ng x\u1ebfp h\u1ea1ng LLM fine-tuned models, t\u1ee9c c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c tinh ch\u1ec9nh t\u1eeb LLM c\u00f3 s\u1eb5n v\u00e0 c\u00e1c d\u1eef li\u1ec7u chuy\u00ean ng\u00e0nh, c\u00f3 9 LLM do c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n trong n\u01b0\u1edbc hu\u1ea5n luy\u1ec7n l\u1ecdt v\u00e0o Top 10. Trong \u0111\u00f3, ba v\u1ecb tr\u00ed d\u1eabn \u0111\u1ea7u l\u00e0 VNPTAI-IO-Large-v2, v3 v\u00e0 CakebyVPBank-Large.<\/span><\/p>\n

C\u1ed9ng \u0111\u1ed3ng AI ti\u1ebfng Vi\u1ec7t tr\u00ean \u0111\u00e0 ph\u00e1t tri\u1ec3n<\/span><\/strong><\/p>\n

C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn l\u00e0 n\u1ec1n t\u1ea3ng quan tr\u1ecdng \u0111\u1ec3 x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng AI v\u1ec1 ng\u00f4n ng\u1eef. V\u00ed d\u1ee5 \u0111\u1ec3 c\u00f3 ChatGPT, OpenAI ph\u1ea3i t\u1ea1o m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn GPT.<\/span><\/p>\n

Trong 45 LLM ti\u1ebfng Vi\u1ec7t \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 trong b\u1ea3ng x\u1ebfp h\u1ea1ng, nhi\u1ec1u m\u00f4 h\u00ecnh t\u1eeb c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc nh\u01b0 ML4U c\u1ee7a Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc B\u00e1ch khoa (\u0110HQG TP HCM), Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT TP HCM. Ngo\u00e0i ra, nhi\u1ec1u \u0111\u01a1n v\u1ecb n\u01b0\u1edbc ngo\u00e0i c\u0169ng t\u1ed1i \u01b0u LLM cho ti\u1ebfng Vi\u1ec7t nh\u01b0 UONLP x Ontocord (Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Oregon), DAMO Academy (Alibaba), SDSRV teams (Samsung).<\/span><\/p>\n

C\u00e1c chuy\u00ean gia \u0111\u00e1nh gi\u00e1 con s\u1ed1 n\u00e0y c\u00f2n th\u1ea5p khi so v\u1edbi c\u00e1c n\u01b0\u1edbc kh\u00e1c tr\u00ean th\u1ebf gi\u1edbi, nh\u01b0ng trong b\u1ed1i c\u1ea3nh vi\u1ec7c ph\u00e1t tri\u1ec3n LLM ti\u1ebfng Vi\u1ec7t g\u1eb7p nhi\u1ec1u th\u00e1ch th\u1ee9c nh\u01b0 thi\u1ebfu d\u1eef li\u1ec7u, h\u1ea1 t\u1ea7ng v\u00e0 ngu\u1ed3n l\u1ef1c, k\u1ebft qu\u1ea3 n\u00e0y “ph\u1ea3n \u00e1nh n\u1ed7 l\u1ef1c ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn to\u00e0n c\u1ea7u c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb, c\u0169ng nh\u01b0 tri\u1ec3n v\u1ecdng c\u1ee7a l\u0129nh v\u1ef1c n\u00e0y t\u1ea1i Vi\u1ec7t Nam”. Ngo\u00e0i ra, nhi\u1ec1u m\u00f4 h\u00ecnh do ng\u01b0\u1eddi Vi\u1ec7t hu\u1ea5n luy\u1ec7n \u0111\u1ea1t v\u1ecb tr\u00ed cao trong b\u1ea3ng x\u1ebfp h\u1ea1ng v\u00e0 tr\u1ef1c ti\u1ebfp c\u1ea1nh tranh v\u1edbi m\u00f4 h\u00ecnh c\u1ee7a “\u00f4ng l\u1edbn” nh\u01b0 Llama-3, GPT-4, Gemini.<\/span><\/p>\n

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\"\u1ea2nh<\/span><\/span><\/div>
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\u1ea2nh minh h\u1ecda m\u1ed9t LLM ti\u1ebfng Vi\u1ec7t. \u1ea2nh:\u00a0VinBigdata<\/em><\/span><\/p>\n<\/figcaption><\/figure>\n

“S\u1ed1 l\u01b0\u1ee3ng m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn t\u1ea1i Vi\u1ec7t Nam gia t\u0103ng cho th\u1ea5y s\u1ef1 quan t\u00e2m c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c, c\u00e1 nh\u00e2n \u0111\u1ed1i v\u1edbi vi\u1ec7c th\u00fac \u0111\u1ea9y t\u00ednh \u1ee9ng d\u1ee5ng c\u1ee7a GenAI. Trong t\u01b0\u01a1ng lai, xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n LLM t\u1ea1i Vi\u1ec7t Nam s\u1ebd thi\u00ean v\u1ec1 t\u1eadn d\u1ee5ng nh\u1eefng m\u00f4 h\u00ecnh LLM m\u1edf nh\u01b0 Llama, t\u1eeb \u0111\u00f3 chuy\u1ec3n \u0111\u1ed5i ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c b\u00e0i to\u00e1n v\u00e0 d\u1eef li\u1ec7u chuy\u00ean ng\u00e0nh”, gi\u00e1o s\u01b0 Nguy\u1ec5n L\u00ea Minh, Gi\u00e1m \u0111\u1ed1c Trung t\u00e2m nghi\u00ean c\u1ee9u Interpretable AI – Vi\u1ec7n Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 Ti\u00ean ti\u1ebfn Nh\u1eadt B\u1ea3n (JAIST) n\u00f3i.<\/span><\/p>\n

Th\u1eddi gian t\u1edbi, JAIST v\u00e0 Zalo AI cho bi\u1ebft s\u1ebd ti\u1ebfp t\u1ee5c t\u1ed1i \u01b0u b\u1ed9 ti\u00eau chu\u1ea9n \u0111\u00e1nh gi\u00e1 n\u0103ng l\u1ef1c ti\u1ebfng Vi\u1ec7t VMLU \u0111\u1ec3 c\u1ee7ng c\u1ed1 n\u0103ng l\u1ef1c hu\u1ea5n luy\u1ec7n LLM cho c\u1ed9ng \u0111\u1ed3ng AI t\u1ea1i Vi\u1ec7t Nam, t\u1ea1o ti\u1ec1n \u0111\u1ec1 cho \u1ee9ng d\u1ee5ng AI h\u1eefu \u00edch cho ng\u01b0\u1eddi Vi\u1ec7t.<\/span><\/p>\n

“Ph\u1ea3i c\u00f3 nh\u1eefng b\u1ed9 benchmark t\u1ed1t, ch\u00fang ta m\u1edbi c\u00f3 c\u0103n c\u1ee9 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh ch\u1ea5t l\u01b0\u1ee3ng cao”, ti\u1ebfn s\u0129 \u0110\u1eb7ng Tr\u1ea7n Th\u00e1i, Tr\u01b0\u1edfng ph\u00f2ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Kh\u1ed1i c\u00f4ng ngh\u1ec7 tr\u1ee3 l\u00fd \u1ea3o VinBigData, \u0111\u00e1nh gi\u00e1<\/span>.<\/span><\/p>\n

\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Theo Vnexpress<\/strong><\/p>\n<\/article>\n","protected":false},"excerpt":{"rendered":"

C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn do k\u1ef9 s\u01b0 trong n\u01b0\u1edbc hu\u1ea5n luy\u1ec7n nh\u01b0 KiLM, ViGPT \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 c\u00f3 n\u0103ng l\u1ef1c g\u1ea7n b\u1eb1ng so v\u1edbi GPT-4, Llama v\u1ec1 x\u1eed l\u00fd ti\u1ebfng Vi\u1ec7t. B\u00e1o c\u00e1o t\u00ecnh h\u00ecnh ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) ti\u1ebfng Vi\u1ec7t v\u1eeba \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 cho th\u1ea5y c\u00f3 \u00edt…<\/p>\n","protected":false},"author":2,"featured_media":309,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-308","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc"],"yoast_head":"\nAI Vi\u1ec7t so kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef ti\u1ebfng Vi\u1ec7t v\u1edbi GPT-4, Llama - B\u00ecnh d\u00e2n h\u1ecdc AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/binhdanai.1022.vn\/?p=308\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Vi\u1ec7t so kh\u1ea3 n\u0103ng x\u1eed l\u00fd ng\u00f4n ng\u1eef ti\u1ebfng Vi\u1ec7t v\u1edbi GPT-4, Llama - B\u00ecnh d\u00e2n h\u1ecdc AI\" \/>\n<meta property=\"og:description\" content=\"C\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn do k\u1ef9 s\u01b0 trong n\u01b0\u1edbc hu\u1ea5n luy\u1ec7n nh\u01b0 KiLM, ViGPT \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 c\u00f3 n\u0103ng l\u1ef1c g\u1ea7n b\u1eb1ng so v\u1edbi GPT-4, Llama v\u1ec1 x\u1eed l\u00fd ti\u1ebfng Vi\u1ec7t. 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