{"id":21466,"date":"2025-06-17T08:01:24","date_gmt":"2025-06-17T01:01:24","guid":{"rendered":"https:\/\/thegioimaychu.vn\/blog\/?p=21466"},"modified":"2025-07-17T10:21:39","modified_gmt":"2025-07-17T03:21:39","slug":"5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/","title":{"rendered":"5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>NVIDIA DGX\u2122 Spark mang ph\u00e1t tri\u1ec3n AI doanh nghi\u1ec7p l\u00ean m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n. Ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh l\u1edbn, th\u1eed nghi\u1ec7m quy tr\u00ecnh l\u00e0m vi\u1ec7c s\u1eb5n s\u00e0ng s\u1ea3n xu\u1ea5t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng NVIDIA DGX\u2122 b\u1eb1ng m\u1ed9t h\u1ec7 th\u1ed1ng.<\/p>\n<h2>M\u1ed9t d\u1ea1ng m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho AI quy m\u00f4 doanh nghi\u1ec7p<\/h2>\n<p>Khi c\u00e1c m\u00f4 h\u00ecnh AI ti\u1ebfp t\u1ee5c m\u1edf r\u1ed9ng v\u01b0\u1ee3t qu\u00e1 100 t\u1ef7 tham s\u1ed1, vi\u1ec7c ph\u00e1t tri\u1ec3n c\u1ee5c b\u1ed9 tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n khi s\u1eed d\u1ee5ng c\u00e1c m\u00e1y tr\u1ea1m chu\u1ea9n ho\u1eb7c m\u00e1y \u1ea3o d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 k\u1ef9 s\u01b0 ML c\u1ea7n m\u1ed9t c\u00e1ch \u0111\u1ec3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh l\u1edbn, ki\u1ec3m tra hi\u1ec7u su\u1ea5t v\u00e0 l\u1eb7p l\u1ea1i nhanh ch\u00f3ng m\u00e0 kh\u00f4ng c\u1ea7n cam k\u1ebft ngay l\u1eadp t\u1ee9c v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng quy m\u00f4 l\u1edbn.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>NVIDIA DGX\u2122 Spark\u00a0(tr\u01b0\u1edbc \u0111\u00e2y l\u00e0 NVIDIA Project DIGITS) \u0111\u01b0\u1ee3c t\u1ea1o ra cho giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n n\u00e0y. N\u00f3 \u0111\u01b0a c\u00e1c c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong\u00a0NVIDIA DGX BasePOD\u2122 v\u00e0 NVIDIA DGX SuperPOD\u2122\u00a0v\u00e0o m\u1ed9t h\u1ec7 s\u1ed1 d\u1ea1ng nh\u1ecf g\u1ecdn, v\u1edbi t\u1ed1i \u0111a 1.000 AI TOPS t\u00ednh to\u00e1n v\u00e0 128 GB b\u1ed9 nh\u1edb h\u1ee3p nh\u1ea5t m\u1ea1ch l\u1ea1c. N\u00f3 ch\u1ea1y tr\u00ean c\u00f9ng m\u1ed9t ki\u1ebfn \u200b\u200btr\u00fac Grace Blackwell \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c h\u1ec7 th\u1ed1ng ti\u00ean ti\u1ebfn nh\u1ea5t c\u1ee7a NVIDIA nh\u01b0\u00a0NVIDIA DGX GB200 NVL\u00a0v\u00e0 h\u1ed7 tr\u1ee3 to\u00e0n b\u1ed9 ng\u0103n x\u1ebfp ph\u1ea7n m\u1ec1m NVIDIA AI, cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n quy\u1ec1n truy c\u1eadp v\u00e0o c\u00f9ng c\u00e1c c\u00f4ng c\u1ee5, quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 m\u00f4i tr\u01b0\u1eddng ch\u1ee9a \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong s\u1ea3n xu\u1ea5t.<\/p>\n<p>B\u00e0i vi\u1ebft n\u00e0y ph\u00e1c th\u1ea3o n\u0103m l\u1ee3i th\u1ebf \u00edt \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn c\u1ee7a NVIDIA <a class=\"iblink\" href=\"\/blog\/tag\/dgxspark\/\">DGX Spark<\/a> khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng GPU nh\u1ecf g\u1ecdn h\u01a1n. M\u1ed7i t\u00ednh n\u0103ng \u0111\u1ec1u h\u1ed7 tr\u1ee3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng d\u00e0i h\u1ea1n, gi\u1ea3m ma s\u00e1t ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u v\u00e0 cung c\u1ea5p gi\u00e1 tr\u1ecb k\u1ef9 thu\u1eadt v\u01b0\u1ee3t xa nh\u1eefng g\u00ec h\u1ea7u h\u1ebft c\u00e1c m\u00e1y tr\u1ea1m c\u00f3 th\u1ec3 cung c\u1ea5p.<\/p>\n<h2>1. NVIDIA DGX Spark ch\u1ea1y tr\u00ean Grace, m\u1ed9t CPU d\u1ef1a tr\u00ean Arm \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c h\u1ec7 th\u1ed1ng DGX th\u1ebf h\u1ec7 ti\u1ebfp theo<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/tgmc-blog-68301b669407f.jpg\" alt=\"\" \/>Si\u00eau chip NVIDIA GB10<\/p>\n<h3>M\u1ed9t n\u1ec1n t\u1ea3ng th\u1ef1c t\u1ebf \u0111\u1ec3 t\u1ea1o m\u1eabu tr\u00ean Arm<\/h3>\n<p>NVIDIA <a class=\"iblink\" href=\"\/blog\/tag\/dgxspark\/\">DGX Spark<\/a> gi\u1edbi thi\u1ec7u m\u1ed9t s\u1ef1 thay \u0111\u1ed5i trong c\u00e1ch c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng t\u00e1c v\u1edbi ki\u1ebfn \u200b\u200btr\u00fac h\u1ec7 th\u1ed1ng. Thay v\u00ec d\u1ef1a v\u00e0o b\u1ed9 x\u1eed l\u00fd x86, NVIDIA DGX Spark \u0111\u01b0\u1ee3c cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng b\u1edfi NVIDIA Grace\u2122 CPU Superchip, m\u1ed9t b\u1ed9 x\u1eed l\u00fd Arm 20 l\u00f5i \u0111\u01b0\u1ee3c li\u00ean k\u1ebft tr\u1ef1c ti\u1ebfp v\u1edbi Blackwell GPU b\u1eb1ng NVLink\u00ae-C2C. C\u1ea3 CPU v\u00e0 GPU \u0111\u1ec1u chia s\u1ebb quy\u1ec1n truy c\u1eadp v\u00e0o m\u1ed9t nh\u00f3m b\u1ed9 nh\u1edb th\u1ed1ng nh\u1ea5t 128 GB m\u1ea1ch l\u1ea1c, c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 cho c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c AI li\u00ean quan \u0111\u1ebfn ti\u1ec1n x\u1eed l\u00fd, suy lu\u1eadn v\u00e0 trao \u0111\u1ed5i d\u1eef li\u1ec7u th\u01b0\u1eddng xuy\u00ean gi\u1eefa c\u00e1c th\u00e0nh ph\u1ea7n t\u00ednh to\u00e1n.<\/p>\n<p>Thi\u1ebft k\u1ebf n\u00e0y l\u00e0 n\u1ec1n t\u1ea3ng cho c\u00e1c h\u1ec7 th\u1ed1ng Grace Blackwell \u1edf quy m\u00f4 l\u1edbn h\u01a1n. NVIDIA DGX Spark cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch d\u1ec5 ti\u1ebfp c\u1eadn \u0111\u1ec3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng v\u00e0 th\u1eed nghi\u1ec7m kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c t\u1eadn d\u1ee5ng c\u00e1c t\u00ednh n\u0103ng n\u00e0y. V\u00ed d\u1ee5, c\u00e1c t\u00e1c v\u1ee5 t\u1ed1n nhi\u1ec1u b\u1ed9 nh\u1edb nh\u01b0 \u0111\u1ecbnh d\u1ea1ng nh\u1eafc nh\u1edf, x\u1eed l\u00fd m\u00e3 th\u00f4ng b\u00e1o ho\u1eb7c \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u \u0111a ph\u01b0\u01a1ng th\u1ee9c c\u00f3 th\u1ec3 ch\u1ea1y ho\u00e0n to\u00e0n trong kh\u00f4ng gian b\u1ed9 nh\u1edb d\u00f9ng chung n\u00e0y m\u00e0 kh\u00f4ng ph\u1ea3i t\u1ed1n chi ph\u00ed di chuy\u1ec3n d\u1eef li\u1ec7u qua c\u00e1c giao di\u1ec7n.<\/p>\n<h3>Truy c\u1eadp s\u1edbm v\u00e0o c\u00e1c ti\u00eau chu\u1ea9n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng s\u1ea3n xu\u1ea5t<\/h3>\n<p>V\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng nh\u01b0\u00a0NVIDIA DGX B200\u00a0v\u00e0\u00a0NVIDIA DGX GB300\u00a0BasePOD v\u00e0 DGX SuperPOD s\u1eafp ra m\u1eaft chuy\u1ec3n sang ki\u1ebfn \u200b\u200btr\u00fac d\u1ef1a tr\u00ean Grace, NVIDIA DGX Spark ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t n\u1ec1n t\u1ea3ng th\u1eed nghi\u1ec7m r\u00e0o c\u1ea3n th\u1ea5p \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch v\u00e0 hi\u1ec7u su\u1ea5t. N\u00f3 cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n x\u00e1c th\u1ef1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI tr\u00ean Arm tr\u01b0\u1edbc khi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng l\u1edbn h\u01a1n. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho c\u00e1c nh\u00f3m chu\u1ea9n b\u1ecb m\u00f4 h\u00ecnh v\u00e0 \u0111\u01b0\u1eddng \u1ed1ng \u0111\u1ec3 tri\u1ec3n khai cu\u1ed1i c\u00f9ng trong c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u m\u1eadt \u0111\u1ed9 cao, n\u01a1i hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng v\u00e0 ki\u1ebfn \u200b\u200btr\u00fac b\u1ed9 nh\u1edb s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn chi\u1ebfn l\u01b0\u1ee3c m\u1edf r\u1ed9ng quy m\u00f4.<\/p>\n<p>C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng NVIDIA DGX Spark \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 h\u00e0nh vi ph\u1ea7n m\u1ec1m tr\u00ean n\u1ec1n t\u1ea3ng Arm trong \u0111i\u1ec1u ki\u1ec7n t\u1ea3i th\u1ef1c t\u1ebf. T\u1eeb kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch th\u01b0 vi\u1ec7n \u0111\u1ebfn \u0111i\u1ec1u ch\u1ec9nh hi\u1ec7u su\u1ea5t, NVIDIA DGX Spark cung c\u1ea5p cho c\u00e1c nh\u00f3m k\u1ef9 thu\u1eadt m\u1ed9t c\u00e1ch \u0111\u1ec3 chu\u1ea9n b\u1ecb cho n\u01a1i c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng NVIDIA h\u01b0\u1edbng \u0111\u1ebfn m\u00e0 kh\u00f4ng c\u1ea7n cam k\u1ebft ph\u1ea7n c\u1ee9ng c\u1ea5p rack ngay t\u1eeb \u0111\u1ea7u.<\/p>\n<h3>T\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n chung<\/h3>\n<p>M\u1eb7c d\u00f9 ki\u1ebfn \u200b\u200btr\u00fac h\u1ec7 th\u1ed1ng kh\u00e1c nhau, NVIDIA DGX Spark h\u1ed7 tr\u1ee3 nhi\u1ec1u c\u00f4ng c\u1ee5 chu\u1ea9n. C\u00e1c khu\u00f4n kh\u1ed5 ch\u00ednh nh\u01b0 PyTorch v\u00e0 TensorFlow \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 \u0111\u1ea7y \u0111\u1ee7 v\u00e0 nhi\u1ec1u quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c ch\u1ee9a trong NGC ch\u1ea1y tr\u00ean Arm v\u1edbi \u00edt ho\u1eb7c kh\u00f4ng c\u1ea7n s\u1eeda \u0111\u1ed5i. C\u00e1c c\u00f4ng c\u1ee5 khoa h\u1ecdc d\u1eef li\u1ec7u nh\u01b0 RAPIDS v\u00e0 Dask c\u0169ng ch\u1ea1y g\u1ed1c, cho ph\u00e9p c\u00e1c nh\u00f3m ki\u1ec3m tra x\u1eed l\u00fd d\u1eef li\u1ec7u, k\u1ef9 thu\u1eadt t\u00ednh n\u0103ng v\u00e0 quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 trong m\u00f4i tr\u01b0\u1eddng quen thu\u1ed9c.<\/p>\n<p>M\u1ed9t s\u1ed1 ph\u1ee5 thu\u1ed9c c\u1ea5p th\u1ea5p ho\u1eb7c b\u1ea3n d\u1ef1ng t\u00f9y ch\u1ec9nh v\u1eabn c\u00f3 th\u1ec3 y\u00eau c\u1ea7u c\u1eadp nh\u1eadt \u0111\u1ec3 t\u01b0\u01a1ng th\u00edch ho\u00e0n to\u00e0n, \u0111\u1eb7c bi\u1ec7t n\u1ebfu m\u00e3 c\u1ee7a b\u1ea1n d\u1ef1a tr\u00ean c\u00e1c th\u01b0 vi\u1ec7n d\u00e0nh ri\u00eang cho ki\u1ebfn \u200b\u200btr\u00fac ho\u1eb7c \u0111i\u1ec1u ch\u1ec9nh hi\u1ec7u su\u1ea5t. NVIDIA DGX Spark cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh v\u00e0 gi\u1ea3i quy\u1ebft nh\u1eefng kho\u1ea3ng tr\u1ed1ng n\u00e0y s\u1edbm, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00f9ng m\u1ed9t ki\u1ebfn \u200b\u200btr\u00fac s\u1ebd cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u1ebf h\u1ec7 ti\u1ebfp theo c\u1ee7a NVIDIA.<\/p>\n<h2>2.\u00a0B\u1ea1n c\u00f3 th\u1ec3 ch\u1ea1y m\u00f4 h\u00ecnh 200 t\u1ef7 tham s\u1ed1 t\u1ea1i ch\u1ed7 v\u1edbi quy\u1ec1n ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u \u0111\u1ea7y \u0111\u1ee7<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/tgmc-blog-68301b6796a67.png\" alt=\"\" \/><\/p>\n<h3>H\u1ed7 tr\u1ee3 suy lu\u1eadn cho c\u00e1c m\u00f4 h\u00ecnh l\u00ean \u0111\u1ebfn 200 t\u1ef7 tham s\u1ed1<\/h3>\n<p>NVIDIA DGX Spark cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n kh\u1ea3 n\u0103ng ch\u1ea1y suy lu\u1eadn tr\u00ean m\u1ed9t s\u1ed1 m\u00f4 h\u00ecnh AI l\u1edbn nh\u1ea5t c\u00f3 s\u1eb5n c\u00f4ng khai b\u1eb1ng ph\u1ea7n c\u1ee9ng c\u1ee5c b\u1ed9. V\u1edbi 128 GB b\u1ed9 nh\u1edb h\u1ee3p nh\u1ea5t m\u1ea1ch l\u1ea1c v\u00e0 h\u1ed7 tr\u1ee3 FP4 v\u1edbi t\u00ednh th\u01b0a th\u1edbt, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ea3i v\u00e0 th\u1ef1c thi c\u00e1c m\u00f4 h\u00ecnh l\u00ean \u0111\u1ebfn 200 t\u1ef7 tham s\u1ed1. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c m\u00f4 h\u00ecnh nh\u01b0 LLaMA 2,\u00a0DeepSeek-V2\u00a0v\u00e0\u00a0Mistral\u00a0, c\u00f9ng v\u1edbi c\u00e1c m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng n\u1ed9i b\u1ed9 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho c\u00e1c \u1ee9ng d\u1ee5ng ri\u00eang t\u01b0.<\/p>\n<p>Ch\u1ea1y suy lu\u1eadn c\u1ee5c b\u1ed9 cho ph\u00e9p c\u00e1c nh\u00f3m \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t, \u0111o \u0111\u1ed9 tr\u1ec5 v\u00e0 ki\u1ec3m tra h\u00e0nh vi nh\u1eafc nh\u1edf m\u00e0 kh\u00f4ng c\u1ea7n ph\u00e2n b\u1ed5 c\u00e1c phi\u00ean b\u1ea3n GPU b\u00ean ngo\u00e0i. N\u00f3 c\u0169ng t\u1ea1o kh\u00f4ng gian cho th\u1eed nghi\u1ec7m s\u00e2u h\u01a1n, ch\u1eb3ng h\u1ea1n nh\u01b0 so s\u00e1nh c\u00e1c chi\u1ebfn l\u01b0\u1ee3c l\u01b0\u1ee3ng t\u1eed h\u00f3a ho\u1eb7c quan s\u00e1t s\u1ef1 thay \u0111\u1ed5i \u0111\u1ea7u ra tr\u00ean c\u00e1c tr\u1ecdng s\u1ed1 tinh ch\u1ec9nh kh\u00e1c nhau.<\/p>\n<h3>Ph\u00e1t tri\u1ec3n an to\u00e0n v\u1edbi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef t\u1ea1i ch\u1ed7<\/h3>\n<p>\u0110\u1ed1i v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c, vi\u1ec7c g\u1eedi d\u1eef li\u1ec7u l\u00ean \u0111\u00e1m m\u00e2y s\u1ebd g\u00e2y ra r\u1ee7i ro ho\u1eb7c vi ph\u1ea1m ch\u00ednh s\u00e1ch n\u1ed9i b\u1ed9. NVIDIA DGX Spark gi\u00fap l\u01b0u tr\u1eef c\u00e1c t\u1eadp d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m trong m\u00f4i tr\u01b0\u1eddng c\u1ee5c b\u1ed9, an to\u00e0n trong khi v\u1eabn th\u1eed nghi\u1ec7m v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh c\u00f3 dung l\u01b0\u1ee3ng cao. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t trong qu\u00e1 tr\u00ecnh x\u00e1c th\u1ef1c m\u00f4 h\u00ecnh, ghi nh\u1eadt k\u00fd k\u1ebft qu\u1ea3 tr\u1ef1c ti\u1ebfp v\u00e0o h\u1ec7 th\u1ed1ng c\u1ee5c b\u1ed9 v\u00e0 ki\u1ec3m tra \u0111\u1ea7u ra m\u00e0 kh\u00f4ng c\u1ea7n di chuy\u1ec3n t\u00e0i s\u1ea3n v\u00e0o n\u1ec1n t\u1ea3ng c\u1ee7a b\u00ean th\u1ee9 ba.<\/p>\n<p>C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c nh\u00f3m trong ng\u00e0nh c\u00f3 y\u00eau c\u1ea7u tu\u00e2n th\u1ee7 ho\u1eb7c quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 n\u1ed9i b\u1ed9 nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, ch\u00ednh ph\u1ee7, t\u00e0i ch\u00ednh ho\u1eb7c qu\u1ed1c ph\u00f2ng. NVIDIA DGX Spark h\u1ed7 tr\u1ee3 chu k\u1ef3 ph\u00e1t tri\u1ec3n \u0111\u1ea7y \u0111\u1ee7, trong \u0111\u00f3 m\u1ecdi d\u1eef li\u1ec7u \u0111\u1ec1u n\u1eb1m trong t\u1ea7m ki\u1ec3m so\u00e1t c\u1ee7a b\u1ea1n.<\/p>\n<h3>\u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i sang c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI t\u1ea1i ch\u1ed7<\/h3>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00f3m chu\u1ea9n b\u1ecb tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng quy m\u00f4 l\u1edbn h\u01a1n, NVIDIA DGX Spark ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t n\u1ec1n t\u1ea3ng x\u00e2y d\u1ef1ng ban \u0111\u1ea7u ph\u00f9 h\u1ee3p v\u1edbi h\u00e0nh vi c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng trung t\u00e2m d\u1eef li\u1ec7u c\u1ee7a NVIDIA. C\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 container \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n tr\u00ean NVIDIA DGX Spark s\u1ebd t\u01b0\u01a1ng th\u00edch v\u1edbi DGX BasePOD, SuperPOD ho\u1eb7c c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1ef1a tr\u00ean Grace Blackwell kh\u00e1c.<\/p>\n<p>NTC h\u1ed7 tr\u1ee3 quy tr\u00ecnh n\u00e0y b\u1eb1ng c\u00e1ch l\u1eadp k\u1ebf ho\u1ea1ch tri\u1ec3n khai,\u00a0d\u1ecbch v\u1ee5 t\u00edch h\u1ee3p\u00a0v\u00e0 h\u1ed7 tr\u1ee3 x\u00e1c th\u1ef1c \u0111\u1ec3 gi\u00fap kh\u00e1ch h\u00e0ng chuy\u1ec3n t\u1eeb giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u sang tri\u1ec3n khai t\u1ea1i ch\u1ed7 ho\u00e0n ch\u1ec9nh khi \u0111\u00e3 s\u1eb5n s\u00e0ng.<\/p>\n<h2>3.\u00a0To\u00e0n b\u1ed9 ph\u1ea7n m\u1ec1m NVIDIA AI ch\u1ea1y g\u1ed1c tr\u00ean NVIDIA DGX Spark<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/tgmc-blog-68301b688004b.png\" alt=\"\" \/><\/p>\n<h3>\u0110\u01b0\u1ee3c t\u1ea3i s\u1eb5n c\u00e1c c\u00f4ng c\u1ee5 AI c\u1ea5p doanh nghi\u1ec7p<\/h3>\n<p>NVIDIA DGX Spark \u0111\u01b0\u1ee3c cung c\u1ea5p c\u00f9ng m\u1ed9t ng\u0103n x\u1ebfp ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean to\u00e0n b\u1ed9 n\u1ec1n t\u1ea3ng DGX, bao g\u1ed3m DGX BasePOD v\u00e0 SuperPOD. Bao g\u1ed3m NVIDIA DGX OS, m\u1ed9t h\u1ec7 \u0111i\u1ec1u h\u00e0nh d\u1ef1a tr\u00ean Linux t\u00f9y ch\u1ec9nh \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI, c\u00f9ng v\u1edbi th\u1eddi gian ch\u1ea1y container, tr\u00ecnh \u0111i\u1ec1u khi\u1ec3n GPU v\u00e0 th\u01b0 vi\u1ec7n h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc s\u00e2u. H\u1ec7 th\u1ed1ng \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 s\u1eed d\u1ee5ng, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n b\u1eaft \u0111\u1ea7u ch\u1ea1y container v\u00e0 kh\u1edfi ch\u1ea1y c\u00f4ng vi\u1ec7c m\u00e0 kh\u00f4ng c\u1ea7n c\u1ea5u h\u00ecnh b\u1ed5 sung.<\/p>\n<p>C\u00e1c c\u00f4ng c\u1ee5 \u0111i k\u00e8m h\u1ed7 tr\u1ee3 suy lu\u1eadn, \u0111\u00e0o t\u1ea1o, \u0111\u00f3ng g\u00f3i m\u00f4 h\u00ecnh v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c MLOps. \u0110i\u1ec1u n\u00e0y cung c\u1ea5p t\u00ednh li\u00ean t\u1ee5c trong su\u1ed1t v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n, t\u1eeb th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh ban \u0111\u1ea7u \u0111\u1ebfn c\u00e1c container s\u1eb5n s\u00e0ng tri\u1ec3n khai. M\u00f4i tr\u01b0\u1eddng ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c NVIDIA duy tr\u00ec v\u00e0 c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean, gi\u00fap gi\u1ea3m ma s\u00e1t trong qu\u00e1 tr\u00ecnh thi\u1ebft l\u1eadp v\u00e0 ph\u00e1t tri\u1ec3n l\u00e2u d\u00e0i.<\/p>\n<h3>C\u00e1c Container \u0111\u01b0\u1ee3c T\u1ed1i \u01b0u h\u00f3a v\u00e0 c\u00e1c M\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0110\u00e0o t\u1ea1o Tr\u01b0\u1edbc t\u1eeb NGC<\/h3>\n<p>NVIDIA DGX Spark cung c\u1ea5p quy\u1ec1n truy c\u1eadp v\u00e0o danh m\u1ee5c NVIDIA NGC, n\u01a1i c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 k\u00e9o c\u00e1c container \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c khu\u00f4n kh\u1ed5 nh\u01b0 PyTorch, TensorFlow v\u00e0 JAX. N\u00f3 c\u0169ng bao g\u1ed3m c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc v\u00e0 c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng m\u1eabu \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh hi\u1ec7u su\u1ea5t cho ph\u1ea7n c\u1ee9ng NVIDIA. C\u00e1c t\u00e0i nguy\u00ean n\u00e0y gi\u00fap c\u00e1c nh\u00f3m di chuy\u1ec3n nhanh h\u01a1n b\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c cho LLM, m\u00f4 h\u00ecnh t\u1ea7m nh\u00ecn, h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t v\u00e0 c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ph\u1ed5 bi\u1ebfn kh\u00e1c.<\/p>\n<p>V\u00ec c\u00e1c t\u00e0i s\u1ea3n n\u00e0y \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng quy m\u00f4 s\u1ea3n xu\u1ea5t, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 t\u1ef1 tin r\u1eb1ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng ho\u1eb7c th\u1eed nghi\u1ec7m tr\u00ean NVIDIA DGX Spark s\u1ebd m\u1edf r\u1ed9ng quy m\u00f4 m\u1ed9t c\u00e1ch s\u1ea1ch s\u1ebd khi chuy\u1ec3n sang c\u00e1c h\u1ec7 th\u1ed1ng \u0111a n\u00fat. \u0110i\u1ec1u n\u00e0y c\u0169ng l\u00e0m gi\u1ea3m n\u1ed7 l\u1ef1c c\u1ea7n thi\u1ebft \u0111\u1ec3 c\u1ea5u tr\u00fac l\u1ea1i c\u00e1c \u1ee9ng d\u1ee5ng ho\u1eb7c l\u00e0m l\u1ea1i c\u00e1c t\u1ec7p c\u1ea5u h\u00ecnh khi chuy\u1ec3n sang s\u1ea3n xu\u1ea5t.<\/p>\n<h3>H\u1ed7 tr\u1ee3 cho Microservices v\u00e0 C\u00f4ng c\u1ee5 quy tr\u00ecnh l\u00e0m vi\u1ec7c<\/h3>\n<p>NVIDIA DGX Spark h\u1ed7 tr\u1ee3 c\u00e1c quy tr\u00ecnh ph\u00e1t tri\u1ec3n AI hi\u1ec7n \u0111\u1ea1i, bao g\u1ed3m tri\u1ec3n khai microservice v\u00e0 ph\u1ee5c v\u1ee5 m\u00f4 h\u00ecnh th\u00f4ng qua NVIDIA Inference Microservices. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 ch\u1ee9a c\u00e1c m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Triton, tri\u1ec3n khai REST ho\u1eb7c \u0111i\u1ec3m cu\u1ed1i gRPC \u0111\u1ec3 suy lu\u1eadn c\u1ee5c b\u1ed9 v\u00e0 s\u1eed d\u1ee5ng c\u00f9ng \u0111\u1ecbnh ngh\u0129a \u0111\u01b0\u1eddng \u1ed1ng m\u00e0 h\u1ecd s\u1ebd s\u1eed d\u1ee5ng tr\u00ean DGX BasePOD.<\/p>\n<p>C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 NVIDIA AI Workbench v\u00e0 Blueprints c\u0169ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3, gi\u00fap chu\u1ea9n h\u00f3a th\u1eed nghi\u1ec7m v\u00e0 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng t\u00e1i t\u1ea1o. \u0110\u1ed1i v\u1edbi c\u00e1c nh\u00f3m x\u00e2y d\u1ef1ng c\u00e1c c\u00f4ng c\u1ee5 ho\u1eb7c \u0111\u01b0\u1eddng \u1ed1ng n\u1ed9i b\u1ed9 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u1ed1i h\u1ee3p container, NVIDIA DGX Spark cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng nh\u1ea5t qu\u00e1n v\u00e0 \u0111\u01b0\u1ee3c ghi ch\u00e9p \u0111\u1ea7y \u0111\u1ee7 \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u00f3 tr\u01b0\u1edbc khi tri\u1ec3n khai l\u1edbn h\u01a1n.<\/p>\n<h2>4.\u00a0Hai \u0111\u01a1n v\u1ecb NVIDIA DGX Spark c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u00f3m l\u1ea1i \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c m\u00f4 h\u00ecnh 405 t\u1ef7 tham s\u1ed1<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/tgmc-blog-68301b6931f56.png\" alt=\"\" \/><br \/>\n<em>Hai NVIDIA DGX Spark \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i qua ConnectX 7 SmartNIC<\/em><\/p>\n<h3>Thu nh\u1ecf g\u1ecdn cho c\u00e1c k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh \u0111\u00f2i h\u1ecfi kh\u1eaft khe<\/h3>\n<p>NVIDIA DGX Spark c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c li\u00ean k\u1ebft tr\u1ef1c ti\u1ebfp v\u1edbi m\u1ed9t \u0111\u01a1n v\u1ecb th\u1ee9 hai b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ConnectX-7 SmartNIC t\u00edch h\u1ee3p, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n m\u1edf r\u1ed9ng k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh v\u00e0 dung l\u01b0\u1ee3ng b\u1ed9 nh\u1edb v\u01b0\u1ee3t qu\u00e1 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng duy nh\u1ea5t. Trong c\u1ea5u h\u00ecnh hai n\u00fat n\u00e0y, Spark h\u1ed7 tr\u1ee3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh v\u1edbi t\u1ed1i \u0111a 405 t\u1ef7 tham s\u1ed1 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng FP4 v\u1edbi t\u00ednh th\u01b0a th\u1edbt. \u0110i\u1ec1u n\u00e0y r\u1ea5t c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00f3m l\u00e0m vi\u1ec7c v\u1edbi LLM ti\u00ean ti\u1ebfn ho\u1eb7c h\u1ed7n h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh chuy\u00ean gia, trong \u0111\u00f3 k\u00edch th\u01b0\u1edbc m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra, \u0111\u1ed9 s\u00e2u suy lu\u1eadn v\u00e0 ki\u1ec3m so\u00e1t c\u1ea5p m\u00e3 th\u00f4ng b\u00e1o.<\/p>\n<p>Ch\u1ea1y suy lu\u1eadn \u1edf quy m\u00f4 n\u00e0y cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n ki\u1ec3m tra hi\u1ec7u su\u1ea5t, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ed9 tr\u1ec5 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o tr\u00ean s\u1ed1 l\u01b0\u1ee3ng tham s\u1ed1 l\u1edbn m\u00e0 kh\u00f4ng c\u1ea7n d\u1ef1a v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng b\u00ean ngo\u00e0i. N\u00f3 c\u0169ng cung c\u1ea5p m\u1ed9t m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf h\u01a1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1ec1 ki\u1ebfn \u200b\u200btr\u00fac m\u00f4 h\u00ecnh, h\u00e0nh vi c\u1ee7a c\u1eeda s\u1ed5 m\u00e3 th\u00f4ng b\u00e1o v\u00e0 s\u1ef1 \u0111\u00e1nh \u0111\u1ed5i b\u1ed9 nh\u1edb. \u0110\u1ed1i v\u1edbi c\u00e1c nh\u00f3m c\u00f3 k\u1ebf ho\u1ea1ch chuy\u1ec3n sang tri\u1ec3n khai ph\u00e2n t\u00e1n l\u1edbn h\u01a1n, vi\u1ec7c nh\u00f3m hai h\u1ec7 th\u1ed1ng NVIDIA DGX Spark cung c\u1ea5p m\u1ed9t \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u th\u1ef1c t\u1ebf \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m hi\u1ec7u su\u1ea5t li\u00ean quan \u0111\u1ebfn quy m\u00f4 trong quy tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee5c b\u1ed9.<\/p>\n<h2>5.\u00a0NVIDIA DGX\u00a0Spark l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a n\u1ec1n t\u1ea3ng DGX v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng th\u00e0nh c\u00e1c tri\u1ec3n khai l\u1edbn h\u01a1n<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/tgmc-blog-68301b6995cd7.png\" alt=\"\" \/><br \/>\n<em>NVIDIA DGX Family<\/em><\/p>\n<h3>\u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u01b0\u01a1ng th\u00edch tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng DGX<\/h3>\n<p>NVIDIA DGX Spark l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a c\u00f9ng m\u1ed9t ki\u1ebfn \u200b\u200btr\u00fac n\u1ec1n t\u1ea3ng cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng cho NVIDIA\u00ae DGX Station\u2122, DGX BasePOD v\u00e0 DGX SuperPOD. N\u00f3 ch\u1ea1y Grace Blackwell GB10 Superchip v\u00e0 s\u1eed d\u1ee5ng c\u00f9ng m\u1ed9t m\u00f4 h\u00ecnh b\u1ed9 nh\u1edb, k\u1ebft n\u1ed1i v\u00e0 ph\u1ea7n m\u1ec1m h\u1ec7 th\u1ed1ng nh\u01b0 c\u00e1c \u0111\u1ed1i t\u00e1c l\u1edbn h\u01a1n c\u1ee7a n\u00f3. \u0110i\u1ec1u n\u00e0y l\u00e0m cho Spark tr\u1edf th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng c\u1ea5p \u0111\u1ed9 ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p t\u1ef1 nhi\u00ean v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng DGX r\u1ed9ng h\u01a1n. \u0110\u1ed1i v\u1edbi c\u00e1c nh\u00f3m x\u00e2y d\u1ef1ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c ch\u1ee9a trong container, \u0111\u01b0\u1eddng \u1ed1ng \u0111\u00e0o t\u1ea1o ho\u1eb7c d\u1ecbch v\u1ee5 suy lu\u1eadn, Spark cung c\u1ea5p m\u1ed9t \u0111i\u1ec3m v\u00e0o kh\u00f4ng y\u00eau c\u1ea7u ph\u1ea3i \u0111i\u1ec1u ch\u1ec9nh ho\u1eb7c l\u00e0m l\u1ea1i m\u00e3 \u0111\u1ec3 tri\u1ec3n khai trong t\u01b0\u01a1ng lai.<\/p>\n<h3>Ph\u00f9 h\u1ee3p v\u1edbi C\u00f4ng c\u1ee5 Doanh nghi\u1ec7p v\u00e0 Quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0110\u00e1m m\u00e2y<\/h3>\n<p>V\u00ec NVIDIA DGX Spark ch\u1ea1y to\u00e0n b\u1ed9 ng\u0103n x\u1ebfp ph\u1ea7n m\u1ec1m NVIDIA DGX, n\u00ean n\u00f3 h\u1ed7 tr\u1ee3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1eb1ng <a class=\"iblink\" href=\"\/solution\/infra\/ai\/bo-giai-phap-trien-khai-ai-cap-doanh-nghiep-nvidia-ai-enterprise-p4126\/\">NVIDIA AI Enterprise<\/a>, c\u0169ng nh\u01b0 c\u00e1c m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi DGX Cloud. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 ph\u1ed1i h\u1ee3p, ph\u1ee5c v\u1ee5 m\u00f4 h\u00ecnh v\u00e0 gi\u00e1m s\u00e1t, c\u00f9ng v\u1edbi h\u1ed7 tr\u1ee3 cho ph\u00e1t tri\u1ec3n nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng an to\u00e0n. C\u00e1c nh\u00f3m c\u00f3 th\u1ec3 x\u00e1c th\u1ef1c quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a h\u1ecd c\u1ee5c b\u1ed9 tr\u00ean Spark, sau \u0111\u00f3 tri\u1ec3n khai c\u00e1c v\u00f9ng ch\u1ee9a \u0111\u00f3 trong h\u1ec7 th\u1ed1ng t\u1ea1i ch\u1ed7 nhi\u1ec1u n\u00fat ho\u1eb7c c\u1ea5u h\u00ecnh k\u1ebft h\u1ee3p bao g\u1ed3m c\u00e1c t\u00e0i nguy\u00ean DGX Cloud. H\u00e0nh vi v\u1eabn nh\u1ea5t qu\u00e1n tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng, gi\u00fap gi\u1ea3m th\u1eddi gian ph\u00e1t tri\u1ec3n v\u00e0 gi\u00fap c\u00e1c nh\u00f3m duy tr\u00ec c\u00e1c \u0111i\u1ec3m chu\u1ea9n hi\u1ec7u su\u1ea5t \u0111\u00e1ng tin c\u1eady.<\/p>\n<h3>C\u00f3 th\u1ec3 m\u1edf r\u1ed9ng v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 t\u1eeb \u0111\u1ed1i t\u00e1c NPN c\u1ee7a NVIDIA<\/h3>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c \u0111ang c\u00f3 k\u1ebf ho\u1ea1ch chuy\u1ec3n t\u1eeb nguy\u00ean m\u1eabu c\u1ee5c b\u1ed9 sang c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI c\u1ea5p s\u1ea3n xu\u1ea5t, Nh\u1ea5t Ti\u1ebfn Chung (\u0111\u1ed1i t\u00e1c NPN c\u1ea5p \u0111\u1ed9 Elite c\u1ee7a NVIDIA) cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 c\u1ea7n thi\u1ebft \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 m\u1ed9t c\u00e1ch t\u1ef1 tin. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m h\u01b0\u1edbng d\u1eabn v\u1ec1 tri\u1ec3n khai DGX BasePOD quy m\u00f4 gi\u00e1 \u0111\u1ee1, t\u00edch h\u1ee3p DGX Cloud v\u00e0 x\u00e2y d\u1ef1ng SuperPOD l\u00e0m m\u00e1t b\u1eb1ng ch\u1ea5t l\u1ecfng t\u00f9y ch\u1ec9nh. NTC gi\u00fap \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00f4ng vi\u1ec7c b\u1eaft \u0111\u1ea7u tr\u00ean NVIDIA DGX Spark v\u1eabn c\u00f3 th\u1ec3 chuy\u1ec3n giao tr\u1ef1c ti\u1ebfp cho c\u00e1c h\u1ec7 th\u1ed1ng s\u1ebd \u0111\u01b0a c\u00f4ng vi\u1ec7c \u0111\u00f3 v\u00e0o s\u1ea3n xu\u1ea5t. Cho d\u00f9 b\u01b0\u1edbc ti\u1ebfp theo l\u00e0 b\u1ed5 sung n\u0103ng l\u1ef1c t\u00ednh to\u00e1n hay di chuy\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0o m\u1ed9t tri\u1ec3n khai l\u1edbn h\u01a1n, NTC \u0111\u1ec1u h\u1ed7 tr\u1ee3 to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng AI d\u1ef1a tr\u00ean DGX.<\/p>\n<h2>\u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 c\u00f9ng b\u1ea1n<\/h2>\n<p>NVIDIA DGX Spark cung c\u1ea5p m\u1ed9t c\u00e1ch th\u1ef1c t\u1ebf \u0111\u1ec3 \u0111\u01b0a ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh l\u1edbn v\u00e0o trong nh\u00e0 m\u00e0 kh\u00f4ng c\u1ea7n chi ph\u00ed cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng rack-scale \u0111\u1ea7y \u0111\u1ee7. V\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 cho ki\u1ebfn \u200b\u200btr\u00fac d\u1ef1a tr\u00ean Arm, suy lu\u1eadn tham s\u1ed1 200B+ v\u00e0 ng\u0103n x\u1ebfp ph\u1ea7n m\u1ec1m NVIDIA AI \u0111\u1ea7y \u0111\u1ee7, n\u00f3 cung c\u1ea5p m\u1ed9t con \u0111\u01b0\u1eddng r\u00f5 r\u00e0ng t\u1eeb t\u1ea1o m\u1eabu \u0111\u1ebfn s\u1ea3n xu\u1ea5t.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23395\">\u0110\u00e1nh gi\u00e1 hi\u1ec7u n\u0103ng c\u1ee7a c\u00e1c AI Agent c\u1ee5c b\u1ed9 tr\u00ean NVIDIA DGX Spark (Ollama + OpenClaw)<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>NVIDIA DGX&trade; Spark mang ph&aacute;t tri&#7875;n AI doanh nghi&#7879;p l&ecirc;n m&aacute;y t&iacute;nh &#273;&#7875; b&agrave;n. Ch&#7841;y c&aacute;c m&ocirc; h&igrave;nh l&#7899;n, th&#7917; nghi&#7879;m quy tr&igrave;nh l&agrave;m vi&#7879;c s&#7861;n s&agrave;ng s&#7843;n xu&#7845;t v&agrave; m&#7903; r&#7897;ng quy m&ocirc; v&agrave;o c&#417; s&#7903; h&#7841; t&#7847;ng NVIDIA DGX&trade; b&#7857;ng m&#7897;t h&#7879; th&#7889;ng. M&#7897;t d&#7841;ng m&aacute;y t&iacute;nh &#273;&#7875; b&agrave;n &#273;&#432;&#7907;c x&acirc;y d&#7921;ng cho&#8230;<\/p>\n","protected":false},"author":2,"featured_media":21467,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[7,1362,1314],"class_list":["post-21466","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-ai","tag-dgxspark","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark - Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI - Blog | TheGioiMayChu<\/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:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark - Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"NVIDIA DGX&trade; Spark mang ph&aacute;t tri&#7875;n AI doanh nghi&#7879;p l&ecirc;n m&aacute;y t&iacute;nh &#273;&#7875; b&agrave;n. Ch&#7841;y c&aacute;c m&ocirc; h&igrave;nh l&#7899;n, th&#7917; nghi&#7879;m quy tr&igrave;nh l&agrave;m vi&#7879;c s&#7861;n s&agrave;ng s&#7843;n xu&#7845;t v&agrave; m&#7903; r&#7897;ng quy m&ocirc; v&agrave;o c&#417; s&#7903; h&#7841; t&#7847;ng NVIDIA DGX&trade; b&#7857;ng m&#7897;t h&#7879; th&#7889;ng. M&#7897;t d&#7841;ng m&aacute;y t&iacute;nh &#273;&#7875; b&agrave;n &#273;&#432;&#7907;c x&acirc;y d&#7921;ng cho...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/TheGioiMayChu-Blog-NVIDIA-DGX-Spark.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"22 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; 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Spark mang ph&aacute;t tri&#7875;n AI doanh nghi&#7879;p l&ecirc;n m&aacute;y t&iacute;nh &#273;&#7875; b&agrave;n. Ch&#7841;y c&aacute;c m&ocirc; h&igrave;nh l&#7899;n, th&#7917; nghi&#7879;m quy tr&igrave;nh l&agrave;m vi&#7879;c s&#7861;n s&agrave;ng s&#7843;n xu&#7845;t v&agrave; m&#7903; r&#7897;ng quy m&ocirc; v&agrave;o c&#417; s&#7903; h&#7841; t&#7847;ng NVIDIA DGX&trade; b&#7857;ng m&#7897;t h&#7879; th&#7889;ng. M&#7897;t d&#7841;ng m&aacute;y t&iacute;nh &#273;&#7875; b&agrave;n &#273;&#432;&#7907;c x&acirc;y d&#7921;ng cho...","twitter_image":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/TheGioiMayChu-Blog-NVIDIA-DGX-Spark.jpg","twitter_misc":{"Written by":"Vanito Hoang","Est. reading time":"22 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#article","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/"},"author":{"name":"Vanito Hoang","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18"},"headline":"5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI","datePublished":"2025-06-17T01:01:24+00:00","dateModified":"2025-07-17T03:21:39+00:00","mainEntityOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/"},"wordCount":4500,"publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/TheGioiMayChu-Blog-NVIDIA-DGX-Spark.jpg","keywords":["ai","dgxspark","NVIDIA"],"articleSection":["AI - HPC"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/","url":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/","name":"5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark - Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI - Blog | TheGioiMayChu","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#primaryimage"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/TheGioiMayChu-Blog-NVIDIA-DGX-Spark.jpg","datePublished":"2025-06-17T01:01:24+00:00","dateModified":"2025-07-17T03:21:39+00:00","breadcrumb":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#primaryimage","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/TheGioiMayChu-Blog-NVIDIA-DGX-Spark.jpg","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/05\/TheGioiMayChu-Blog-NVIDIA-DGX-Spark.jpg","width":2000,"height":1125},{"@type":"BreadcrumbList","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/5-dieu-ban-can-biet-ve-nvidia-dgx-spark-chiec-may-tinh-mo-uoc-cua-cac-nha-phat-trien-ai-p21466\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/thegioimaychu.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"AI - HPC","item":"https:\/\/thegioimaychu.vn\/blog\/.\/ai-hpc\/"},{"@type":"ListItem","position":3,"name":"5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; 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