{"id":128750,"date":"2026-07-22T13:19:25","date_gmt":"2026-07-22T06:19:25","guid":{"rendered":"https:\/\/tino.vn\/blog\/?p=128750"},"modified":"2026-07-22T13:22:24","modified_gmt":"2026-07-22T06:22:24","slug":"laguna-m-1-la-gi","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/laguna-m-1-la-gi\/","title":{"rendered":"Laguna M.1 l\u00e0 g\u00ec? Gi\u1ea3i m\u00e3 m\u00f4 h\u00ecnh AI Coding th\u1ebf h\u1ec7 m\u1edbi c\u1ee7a Poolside\u00a0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Trong l\u00e0n s\u00f3ng b\u00f9ng n\u1ed5 c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI chuy\u00ean v\u1ec1 l\u1eadp tr\u00ecnh, c\u00e1i t\u00ean Laguna M.1 \u0111ang thu h\u00fat s\u1ef1 ch\u00fa \u00fd c\u1ee7a gi\u1edbi c\u00f4ng ngh\u1ec7 nh\u1edd ki\u1ebfn tr\u00fac Mixture-of-Experts quy m\u00f4 l\u1edbn c\u00f9ng kh\u1ea3 n\u0103ng x\u1eed l\u00fd t\u00e1c v\u1ee5 l\u1eadp tr\u00ecnh ph\u1ee9c t\u1ea1p k\u00e9o d\u00e0i nhi\u1ec1u b\u01b0\u1edbc. V\u1eady Laguna M.1 l\u00e0 g\u00ec, ai \u0111\u1ee9ng sau ph\u00e1t tri\u1ec3n v\u00e0 m\u00f4 h\u00ecnh n\u00e0y mang l\u1ea1i gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf n\u00e0o cho l\u1eadp tr\u00ecnh vi\u00ean? C\u00f9ng Tino kh\u00e1m ph\u00e1 nh\u00e9!<\/strong><\/p>\n\n\n\n<h2 id=\"T\u1ed5ng_quan_v\u1ec1_Laguna_M.1\"><strong>T\u1ed5ng quan v\u1ec1 Laguna M.1<\/strong><\/h2>\n\n\n\n<h3 id=\"Laguna_M.1_l\u00e0_g\u00ec?\"><strong>Laguna M.1 l\u00e0 g\u00ec?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Poolside, chuy\u00ean ph\u1ee5c v\u1ee5 l\u1eadp tr\u00ecnh t\u1ef1 \u0111\u1ed9ng v\u00e0 c\u00e1c nhi\u1ec7m v\u1ee5 k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m nhi\u1ec1u b\u01b0\u1edbc. M\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 l\u00e0m vi\u1ec7c trong m\u00f4i tr\u01b0\u1eddng c\u00f3 c\u00f4ng c\u1ee5, ch\u1eb3ng h\u1ea1n nh\u01b0 tr\u00ecnh ch\u1ec9nh s\u1eeda m\u00e3 ngu\u1ed3n, terminal, h\u1ec7 th\u1ed1ng ki\u1ec3m th\u1eed v\u00e0 kho m\u00e3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Thay v\u00ec ch\u1ec9 tr\u1ea3 l\u1eddi m\u1ed9t c\u00e2u h\u1ecfi r\u1ed3i d\u1eebng l\u1ea1i, Laguna M.1 c\u00f3 th\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch, \u0111\u1ecdc c\u1ea5u tr\u00fac d\u1ef1 \u00e1n, t\u00ecm t\u1ec7p li\u00ean quan, ch\u1ec9nh s\u1eeda code, ch\u1ea1y ki\u1ec3m th\u1eed v\u00e0 ti\u1ebfp t\u1ee5c \u0111i\u1ec1u ch\u1ec9nh cho \u0111\u1ebfn khi \u0111\u1ea1t k\u1ebft qu\u1ea3 ph\u00f9 h\u1ee3p. \u0110\u00e2y ch\u00ednh l\u00e0 \u0111\u1eb7c \u0111i\u1ec3m c\u1ed1t l\u00f5i c\u1ee7a <strong>agentic coding<\/strong>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-1.png\" alt=\"Laguna M.1 l\u00e0 g\u00ec?\" class=\"wp-image-128752\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-1.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-1-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Laguna M.1 l\u00e0 g\u00ec?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac Mixture-of-Experts v\u1edbi 225,8 t\u1ef7 tham s\u1ed1 t\u1ed5ng v\u00e0 kho\u1ea3ng 23,4 t\u1ef7 tham s\u1ed1 \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t cho m\u1ed7i token. Model card hi\u1ec7n t\u1ea1i c\u1ee7a Poolside ghi nh\u1eadn c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 262.144 token, h\u1ed7 tr\u1ee3 suy lu\u1eadn g\u1ed1c, g\u1ecdi c\u00f4ng c\u1ee5 v\u00e0 gi\u1ea5y ph\u00e9p Apache 2.0.<\/p>\n\n\n\n<h3 id=\"Laguna_M.1_do_ai_ph\u00e1t_tri\u1ec3n?\"><strong>Laguna M.1 do ai ph\u00e1t tri\u1ec3n?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi <strong>Poolside<\/strong> &#8211; m\u1ed9t c\u00f4ng ty AI t\u1eadp trung v\u00e0o c\u00e1c foundation model d\u00e0nh cho k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m. Poolside gi\u1edbi thi\u1ec7u Laguna M.1 c\u00f9ng Laguna XS.2 v\u00e0o ng\u00e0y 28\/4\/2026, sau \u0111\u00f3 c\u00f4ng b\u1ed1 b\u00e1o c\u00e1o k\u1ef9 thu\u1eadt chi ti\u1ebft v\u00e0 m\u1edf tr\u1ecdng s\u1ed1 Laguna M.1 tr\u00ean Hugging Face.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Poolside cho bi\u1ebft Laguna M.1 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n t\u1eeb \u0111\u1ea7u tr\u00ean h\u01a1n 30 ngh\u00ecn t\u1ef7 token b\u1eb1ng 6.144 GPU NVIDIA Hopper k\u1ebft n\u1ed1i v\u1edbi nhau. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh g\u1ed3m thu th\u1eadp d\u1eef li\u1ec7u, ti\u1ec1n hu\u1ea5n luy\u1ec7n, h\u1eadu hu\u1ea5n luy\u1ec7n, \u0111\u00e1nh gi\u00e1 v\u00e0 reinforcement learning \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c trong h\u1ec7 th\u1ed1ng n\u1ed9i b\u1ed9 mang t\u00ean <strong>Model Factory<\/strong>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-2.png\" alt=\"Laguna M.1 do ai ph\u00e1t tri\u1ec3n?\" class=\"wp-image-128753\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-2.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-2-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Laguna M.1 do ai ph\u00e1t tri\u1ec3n?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>C\u1eadp nh\u1eadt \u0111\u1ebfn ng\u00e0y 22\/7\/2026:<\/strong> Laguna M.1 v\u1eabn l\u00e0 model M-class 225B-A23B \u0111\u01b0\u1ee3c Poolside h\u1ed7 tr\u1ee3 v\u00e0 ph\u00e1t h\u00e0nh tr\u1ecdng s\u1ed1 m\u1edf. Tuy nhi\u00ean, \u0111\u00e2y kh\u00f4ng c\u00f2n l\u00e0 b\u1ea3n ph\u00e1t h\u00e0nh m\u1edbi nh\u1ea5t trong gia \u0111\u00ecnh Laguna. Poolside \u0111\u00e3 gi\u1edbi thi\u1ec7u <strong>Laguna S 2.1<\/strong> v\u00e0o ng\u00e0y 21\/7\/2026, b\u00ean c\u1ea1nh<strong> Laguna XS 2.1<\/strong> d\u00e0nh cho nhu c\u1ea7u nh\u1eb9 h\u01a1n.<\/p>\n\n\n\n<h2 id=\"Th\u00f4ng_s\u1ed1_k\u1ef9_thu\u1eadt_n\u1ed5i_b\u1eadt_c\u1ee7a_Laguna_M.1\"><strong>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt c\u1ee7a Laguna M.1<\/strong><\/h2>\n\n\n\n<h3 id=\"Ki\u1ebfn_tr\u00fac_Mixture-of-Experts_(MoE)\"><strong>Ki\u1ebfn tr\u00fac Mixture-of-Experts (MoE)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Mixture-of-Experts, th\u01b0\u1eddng vi\u1ebft t\u1eaft l\u00e0 MoE, c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01a1n gi\u1ea3n nh\u01b0 m\u1ed9t nh\u00f3m chuy\u00ean gia c\u00f9ng l\u00e0m vi\u1ec7c. M\u1ed7i chuy\u00ean gia ph\u1ee5 tr\u00e1ch m\u1ed9t nh\u00f3m m\u1eabu ho\u1eb7c k\u1ef9 n\u0103ng kh\u00e1c nhau. Khi x\u1eed l\u00fd m\u1ed9t token, h\u1ec7 th\u1ed1ng ch\u1ec9 k\u00edch ho\u1ea1t nh\u1eefng chuy\u00ean gia ph\u00f9 h\u1ee3p thay v\u00ec huy \u0111\u1ed9ng to\u00e0n b\u1ed9 tham s\u1ed1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 c\u00f3 225,8 t\u1ef7 tham s\u1ed1 t\u1ed5ng nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t kho\u1ea3ng 23,4 t\u1ef7 tham s\u1ed1 cho m\u1ed7i token. C\u00e1ch thi\u1ebft k\u1ebf n\u00e0y gi\u00fap model duy tr\u00ec n\u0103ng l\u1ef1c l\u1edbn trong khi gi\u1ea3m l\u01b0\u1ee3ng t\u00ednh to\u00e1n so v\u1edbi m\u1ed9t m\u00f4 h\u00ecnh dense c\u00f3 c\u00f9ng t\u1ed5ng s\u1ed1 tham s\u1ed1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1ec1 c\u1ea5u tr\u00fac, Laguna M.1 c\u00f3 70 l\u1edbp Transformer. Ba l\u1edbp \u0111\u1ea7u l\u00e0 dense SwiGLU, 67 l\u1edbp c\u00f2n l\u1ea1i s\u1eed d\u1ee5ng MoE v\u1edbi 256 chuy\u00ean gia v\u00e0 c\u01a1 ch\u1ebf ch\u1ecdn 16 chuy\u00ean gia cho m\u1ed7i token. T\u1ea5t c\u1ea3 c\u00e1c l\u1edbp \u0111\u1ec1u d\u00f9ng global attention.<\/p>\n\n\n\n<h3 id=\"C\u1eeda_s\u1ed5_ng\u1eef_c\u1ea3nh_256K_token\"><strong>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 256K token<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1eeb cu\u1ed1i th\u00e1ng 5 n\u0103m 2026, Poolside n\u00e2ng c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh c\u1ee7a Laguna M.1 l\u00ean 256.000 token, \u0111\u1ed3ng th\u1eddi c\u1ea3i thi\u1ec7n \u0111i\u1ec3m s\u1ed1 tr\u00ean c\u00e1c b\u00e0i ki\u1ec3m tra nh\u01b0 SWE-bench Verified, SWE-Bench Pro v\u00e0 Terminal-Bench 2.0. C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh l\u1edbn cho ph\u00e9p m\u00f4 h\u00ecnh ghi nh\u1edb to\u00e0n b\u1ed9 m\u1ed9t d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m c\u00f3 quy m\u00f4 v\u1eeba v\u00e0 nh\u1ecf trong m\u1ed9t l\u01b0\u1ee3t x\u1eed l\u00fd duy nh\u1ea5t, h\u1ea1n ch\u1ebf t\u00ecnh tr\u1ea1ng qu\u00ean ng\u1eef c\u1ea3nh khi l\u00e0m vi\u1ec7c d\u00e0i h\u01a1i.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-3.png\" alt=\"Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt c\u1ee7a Laguna M.1\" class=\"wp-image-128754\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-3.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-3-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt c\u1ee7a Laguna M.1<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Kh\u1ea3_n\u0103ng_suy_lu\u1eadn_t\u00edch_h\u1ee3p\"><strong>Kh\u1ea3 n\u0103ng suy lu\u1eadn t\u00edch h\u1ee3p<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 h\u1ed7 tr\u1ee3 suy lu\u1eadn g\u1ed1c v\u00e0 c\u00f3 th\u1ec3 suy lu\u1eadn xen k\u1ebd gi\u1eefa c\u00e1c l\u1ea7n g\u1ecdi c\u00f4ng c\u1ee5. Trong m\u1ed9t nhi\u1ec7m v\u1ee5 s\u1eeda l\u1ed7i, model c\u00f3 th\u1ec3 \u0111\u1ecdc t\u1ec7p, h\u00ecnh th\u00e0nh gi\u1ea3 thuy\u1ebft, ch\u1ea1y l\u1ec7nh, xem k\u1ebft qu\u1ea3 r\u1ed3i c\u1eadp nh\u1eadt h\u01b0\u1edbng x\u1eed l\u00fd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Poolside c\u0169ng cho ph\u00e9p b\u1eadt ho\u1eb7c t\u1eaft ch\u1ebf \u0111\u1ed9 thinking theo t\u1eebng y\u00eau c\u1ea7u. Khi th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c d\u00e0i v\u00e0 ph\u1ee9c t\u1ea1p, ch\u1ebf \u0111\u1ed9 suy lu\u1eadn th\u01b0\u1eddng ph\u00f9 h\u1ee3p h\u01a1n. V\u1edbi c\u00e2u h\u1ecfi \u0111\u01a1n gi\u1ea3n ho\u1eb7c y\u00eau c\u1ea7u ph\u1ea3n h\u1ed3i nhanh, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1eaft ch\u1ebf \u0111\u1ed9 n\u00e0y \u0111\u1ec3 gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 l\u01b0\u1ee3ng token \u0111\u1ea7u ra.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/mo-hinh-llm-open-source\/\" target=\"_blank\" rel=\"noreferrer noopener\">Top 10+ m\u00f4 h\u00ecnh LLM Open Source t\u1ed1t nh\u1ea5t<\/a><\/p>\n\n\n\n<h3 id=\"Quy_tr\u00ecnh_hu\u1ea5n_luy\u1ec7n_Model_Factory\"><strong>Quy tr\u00ecnh hu\u1ea5n luy\u1ec7n Model Factory<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Model Factory l\u00e0 c\u00e1ch Poolside t\u1ed5 ch\u1ee9c to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n model th\u00e0nh m\u1ed9t d\u00e2y chuy\u1ec1n th\u1ed1ng nh\u1ea5t. D\u1eef li\u1ec7u, m\u00e3 hu\u1ea5n luy\u1ec7n, phi\u00ean b\u1ea3n checkpoint, h\u1ec7 th\u1ed1ng \u0111\u00e1nh gi\u00e1 v\u00e0 h\u1ea1 t\u1ea7ng suy lu\u1eadn \u0111\u1ec1u \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd c\u00f9ng nhau.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 tr\u1ea3i qua ti\u1ec1n hu\u1ea5n luy\u1ec7n, h\u1eadu hu\u1ea5n luy\u1ec7n v\u00e0 reinforcement learning. Trong giai \u0111o\u1ea1n reinforcement learning, model l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c b\u00e0i to\u00e1n k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m th\u1ef1c t\u1ebf trong m\u00f4i tr\u01b0\u1eddng sandbox: \u0111\u1ecdc t\u1ec7p, ch\u1ea1y terminal, ch\u1ec9nh s\u1eeda code v\u00e0 nh\u1eadn \u0111i\u1ec3m d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Poolside s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng rollout b\u1ea5t \u0111\u1ed3ng b\u1ed9 \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00e1c nhi\u1ec7m v\u1ee5 d\u00e0i m\u00e0 kh\u00f4ng khi\u1ebfn qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n ph\u1ea3i ch\u1edd to\u00e0n b\u1ed9 phi\u00ean l\u00e0m vi\u1ec7c k\u1ebft th\u00fac.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"text-decoration: underline;\">B\u1ea3ng th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u1ee7a Laguna M.1:<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>H\u1ea1ng m\u1ee5c<\/th><th>Th\u00f4ng tin<\/th><\/tr><\/thead><tbody><tr><td>Nh\u00e0 ph\u00e1t tri\u1ec3n<\/td><td>Poolside<\/td><\/tr><tr><td>Th\u1eddi \u0111i\u1ec3m c\u00f4ng b\u1ed1 \u0111\u1ea7u ti\u00ean<\/td><td>28\/4\/2026<\/td><\/tr><tr><td>Lo\u1ea1i m\u00f4 h\u00ecnh<\/td><td>Mixture-of-Experts<\/td><\/tr><tr><td>T\u1ed5ng tham s\u1ed1<\/td><td>225,8 t\u1ef7<\/td><\/tr><tr><td>Tham s\u1ed1 k\u00edch ho\u1ea1t m\u1ed7i token<\/td><td>23,4 t\u1ef7<\/td><\/tr><tr><td>C\u1ea5u tr\u00fac r\u00fat g\u1ecdn<\/td><td>225B-A23B<\/td><\/tr><tr><td>S\u1ed1 l\u1edbp<\/td><td>70 l\u1edbp<\/td><\/tr><tr><td>S\u1ed1 chuy\u00ean gia<\/td><td>256 chuy\u00ean gia<\/td><\/tr><tr><td>C\u01a1 ch\u1ebf \u0111\u1ecbnh tuy\u1ebfn<\/td><td>Ch\u1ecdn 16 chuy\u00ean gia m\u1ed7i token<\/td><\/tr><tr><td>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh<\/td><td>262.144 token<\/td><\/tr><tr><td>Ph\u01b0\u01a1ng th\u1ee9c \u0111\u1ea7u v\u00e0o<\/td><td>V\u0103n b\u1ea3n<\/td><\/tr><tr><td>Ph\u01b0\u01a1ng th\u1ee9c \u0111\u1ea7u ra<\/td><td>V\u0103n b\u1ea3n<\/td><\/tr><tr><td>Suy lu\u1eadn<\/td><td>C\u00f3, h\u1ed7 tr\u1ee3 b\u1eadt ho\u1eb7c t\u1eaft<\/td><\/tr><tr><td>G\u1ecdi c\u00f4ng c\u1ee5<\/td><td>C\u00f3<\/td><\/tr><tr><td>Ch\u1ebf \u0111\u1ed9<\/td><td>Agentic v\u00e0 Chat<\/td><\/tr><tr><td>Checkpoint<\/td><td>BF16, FP8 v\u00e0 NVFP4<\/td><\/tr><tr><td>Gi\u1ea5y ph\u00e9p<\/td><td>Apache 2.0<\/td><\/tr><tr><td>Framework h\u1ed7 tr\u1ee3<\/td><td>vLLM, SGLang, Transformers v\u00e0 TensorRT-LLM<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>L\u01b0u \u00fd:<\/strong> C\u00e1c th\u00f4ng s\u1ed1 tr\u00ean \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p t\u1eeb model card, t\u00e0i li\u1ec7u API v\u00e0 b\u00e1o c\u00e1o k\u1ef9 thu\u1eadt ch\u00ednh th\u1ee9c. Poolside hi\u1ec7n ghi nh\u1eadn vLLM t\u1eeb phi\u00ean b\u1ea3n 0.21.0 v\u00e0 Transformers t\u1eeb phi\u00ean b\u1ea3n 5.7.0 c\u00f3 h\u1ed7 tr\u1ee3 Laguna M.1.&nbsp;<\/p>\n\n\n\n<h2 id=\"Hi\u1ec7u_n\u0103ng_benchmark_c\u1ee7a_Laguna_M.1\"><strong>Hi\u1ec7u n\u0103ng benchmark c\u1ee7a Laguna M.1<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Model card hi\u1ec7n t\u1ea1i c\u1ee7a Poolside c\u00f4ng b\u1ed1 c\u00e1c k\u1ebft qu\u1ea3 sau:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Benchmark<\/th><th>\u0110i\u1ec3m Laguna M.1<\/th><th>N\u1ed9i dung \u0111\u00e1nh gi\u00e1<\/th><\/tr><\/thead><tbody><tr><td>SWE-bench Verified<\/td><td>74,6%<\/td><td>S\u1eeda l\u1ed7i th\u1ef1c t\u1ebf trong repository m\u00e3 ngu\u1ed3n<\/td><\/tr><tr><td>SWE-bench Multilingual<\/td><td>63,1%<\/td><td>X\u1eed l\u00fd l\u1ed7i ph\u1ea7n m\u1ec1m \u1edf nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/td><\/tr><tr><td>SWE-Bench Pro<\/td><td>49,2%<\/td><td>Nhi\u1ec7m v\u1ee5 k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m kh\u00f3 v\u00e0 g\u1ea7n th\u1ef1c t\u1ebf h\u01a1n<\/td><\/tr><tr><td>Terminal-Bench 2.0<\/td><td>45,8%<\/td><td>Ho\u00e0n th\u00e0nh t\u00e1c v\u1ee5 d\u00e0i th\u00f4ng qua terminal<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c k\u1ebft qu\u1ea3 c\u1eadp nh\u1eadt cao h\u01a1n s\u1ed1 li\u1ec7u trong ng\u00e0y c\u00f4ng b\u1ed1 \u0111\u1ea7u ti\u00ean. Poolside \u0111\u00e1nh gi\u00e1 Laguna M.1 c\u00f3 kh\u1ea3 n\u0103ng c\u1ea1nh tranh v\u1edbi nhi\u1ec1u open-weight model m\u1ea1nh trong c\u00f9ng nh\u00f3m k\u00edch th\u01b0\u1edbc, nh\u01b0ng Laguna M.1 kh\u00f4ng d\u1eabn \u0111\u1ea7u m\u1ecdi benchmark. DeepSeek-V4 Flash, Qwen3.5 v\u00e0 m\u1ed9t s\u1ed1 model \u0111\u00f3ng v\u1eabn \u0111\u1ea1t \u0111i\u1ec3m cao h\u01a1n \u1edf m\u1ed9t s\u1ed1 b\u00e0i ki\u1ec3m tra.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Benchmark agent ph\u1ee5 thu\u1ed9c \u0111\u00e1ng k\u1ec3 v\u00e0o agent harness, s\u1ed1 b\u01b0\u1edbc t\u1ed1i \u0111a, t\u00e0i nguy\u00ean sandbox, tham s\u1ed1 l\u1ea5y m\u1eabu v\u00e0 c\u00e1ch s\u1eeda l\u1ed7i h\u1ea1 t\u1ea7ng c\u1ee7a b\u1ed9 ki\u1ec3m th\u1eed. V\u00ec v\u1eady, b\u1ea1n v\u1eabn n\u00ean xem \u0111i\u1ec3m benchmark nh\u01b0 m\u1ed9t t\u00edn hi\u1ec7u tham kh\u1ea3o thay v\u00ec k\u1ebft lu\u1eadn tuy\u1ec7t \u0111\u1ed1i v\u1ec1 hi\u1ec7u qu\u1ea3 trong d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Poolside cho bi\u1ebft c\u00e1c b\u00e0i \u0111\u00e1nh gi\u00e1 Laguna M.1 \u0111\u01b0\u1ee3c ch\u1ea1y v\u1edbi t\u1ed1i \u0111a 500 b\u01b0\u1edbc trong m\u00f4i tr\u01b0\u1eddng sandbox.<\/p>\n\n\n\n<h2 id=\"\u01afu_\u0111i\u1ec3m_v\u00e0_h\u1ea1n_ch\u1ebf_c\u1ee7a_Laguna_M.1\"><strong>\u01afu \u0111i\u1ec3m v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a Laguna M.1<\/strong><\/h2>\n\n\n\n<h3 id=\"\u01afu_\u0111i\u1ec3m_c\u1ee7a_Laguna_M.1\"><strong>\u01afu \u0111i\u1ec3m c\u1ee7a Laguna M.1<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1eadp trung chuy\u00ean s\u00e2u v\u00e0o k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m:<\/strong> Laguna M.1 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n cho quy tr\u00ecnh \u0111\u1ecdc code, g\u1ecdi c\u00f4ng c\u1ee5, s\u1eeda l\u1ed7i v\u00e0 ki\u1ec3m tra k\u1ebft qu\u1ea3.<\/li>\n\n\n\n<li><strong>X\u1eed l\u00fd t\u1ed1t nhi\u1ec7m v\u1ee5 d\u00e0i:<\/strong> C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh 256K c\u00f9ng kh\u1ea3 n\u0103ng suy lu\u1eadn xen k\u1ebd gi\u00fap model theo d\u00f5i nhi\u1ec1u b\u01b0\u1edbc li\u00ean ti\u1ebfp.<\/li>\n\n\n\n<li><strong>Ki\u1ebfn tr\u00fac MoE hi\u1ec7u qu\u1ea3:<\/strong> M\u00f4 h\u00ecnh c\u00f3 t\u1ed5ng dung l\u01b0\u1ee3ng l\u1edbn nh\u01b0ng ch\u1ec9 k\u00edch ho\u1ea1t m\u1ed9t ph\u1ea7n tham s\u1ed1 cho m\u1ed7i token.<\/li>\n\n\n\n<li><strong>H\u1ed7 tr\u1ee3 tool calling v\u00e0 reasoning:<\/strong> Ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u00edch h\u1ee3p v\u00e0o coding agent, CLI, IDE ho\u1eb7c pipeline t\u1ef1 \u0111\u1ed9ng.<\/li>\n\n\n\n<li><strong>Tr\u1ecdng s\u1ed1 m\u1edf:<\/strong> Phi\u00ean b\u1ea3n BF16, FP8 v\u00e0 NVFP4 hi\u1ec7n c\u00f3 tr\u00ean Hugging Face theo gi\u1ea5y ph\u00e9p Apache 2.0.<\/li>\n\n\n\n<li><strong>C\u00f3 th\u1ec3 tri\u1ec3n khai ri\u00eang:<\/strong> Doanh nghi\u1ec7p c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh trong h\u1ea1 t\u1ea7ng ki\u1ec3m so\u00e1t n\u1ed9i b\u1ed9 khi c\u00f3 \u0111\u1ee7 t\u00e0i nguy\u00ean.<\/li>\n\n\n\n<li><strong>API t\u01b0\u01a1ng th\u00edch OpenAI:<\/strong> Nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i t\u1eeb nhi\u1ec1u c\u00f4ng c\u1ee5 \u0111ang d\u00f9ng chu\u1ea9n OpenAI-compatible v\u1edbi \u00edt thay \u0111\u1ed5i h\u01a1n.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-4.png\" alt=\"\u01afu \u0111i\u1ec3m v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a Laguna M.1\" class=\"wp-image-128756\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-4.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-4-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>\u01afu \u0111i\u1ec3m v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a Laguna M.1<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"H\u1ea1n_ch\u1ebf_c\u1ee7a_Laguna_M.1\"><strong>H\u1ea1n ch\u1ebf c\u1ee7a Laguna M.1<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng r\u1ea5t cao:<\/strong> T\u00e0i li\u1ec7u tri\u1ec3n khai c\u1ee7a Poolside \u0111\u01b0a ra c\u1ea5u h\u00ecnh kh\u1edfi \u0111i\u1ec3m cho b\u1ea3n FP8 \u1edf m\u1ee9c t\u1ed1i thi\u1ec3u 384 GB b\u1ed9 nh\u1edb GPU, 128 l\u00f5i CPU v\u00e0 1 TB RAM m\u00e1y ch\u1ee7. M\u00e1y t\u00ednh c\u00e1 nh\u00e2n th\u00f4ng th\u01b0\u1eddng kh\u00f4ng ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1ef1 v\u1eadn h\u00e0nh \u0111\u1ea7y \u0111\u1ee7 Laguna M.1.<\/li>\n\n\n\n<li><strong>Ch\u1ec9 nh\u1eadn v\u00e0 t\u1ea1o v\u0103n b\u1ea3n:<\/strong> Laguna M.1 kh\u00f4ng h\u1ed7 tr\u1ee3 \u0111\u1ea7u v\u00e0o h\u00ecnh \u1ea3nh, \u00e2m thanh ho\u1eb7c video.<\/li>\n\n\n\n<li><strong>\u0110\u1ed9 tr\u1ec5 v\u00e0 chi ph\u00ed c\u00f3 th\u1ec3 cao:<\/strong> Nhi\u1ec7m v\u1ee5 nhi\u1ec1u b\u01b0\u1edbc, reasoning d\u00e0i v\u00e0 c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh l\u1edbn th\u01b0\u1eddng ti\u00eau th\u1ee5 nhi\u1ec1u token c\u0169ng nh\u01b0 t\u00e0i nguy\u00ean suy lu\u1eadn.<\/li>\n\n\n\n<li><strong>Kh\u00f4ng ph\u1ea3i l\u1ef1a ch\u1ecdn t\u1ed1i \u01b0u cho m\u1ecdi nhu c\u1ea7u:<\/strong> C\u00e1c c\u00e2u h\u1ecfi \u0111\u01a1n gi\u1ea3n, autocomplete nhanh ho\u1eb7c c\u00f4ng vi\u1ec7c nh\u1eb9 c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi model nh\u1ecf.<\/li>\n\n\n\n<li><strong>K\u1ebft qu\u1ea3 ph\u1ee5 thu\u1ed9c m\u00f4i tr\u01b0\u1eddng agent:<\/strong> Thi\u1ebfu terminal, b\u1ed9 ki\u1ec3m th\u1eed ho\u1eb7c quy\u1ec1n \u0111\u1ecdc t\u1ec7p s\u1ebd l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 l\u1ee3i th\u1ebf c\u1ee7a model.<\/li>\n\n\n\n<li><strong>Code v\u1eabn c\u1ea7n ki\u1ec3m tra:<\/strong> Ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i review thay \u0111\u1ed5i, ch\u1ea1y ki\u1ec3m th\u1eed b\u1ea3o m\u1eadt v\u00e0 ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o production.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"So_s\u00e1nh_Laguna_M.1_v\u1edbi_Laguna_XS_2.1_v\u00e0_Laguna_S_2.1&nbsp;\"><strong>So s\u00e1nh Laguna M.1 v\u1edbi Laguna XS 2.1 v\u00e0 Laguna S 2.1&nbsp;<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Ti\u00eau ch\u00ed<\/th><th>Laguna M.1<\/th><th>Laguna XS 2.1<\/th><th>Laguna S 2.1<\/th><\/tr><\/thead><tbody><tr><td>Th\u1eddi \u0111i\u1ec3m gi\u1edbi thi\u1ec7u<\/td><td>Th\u00e1ng 4\/2026<\/td><td>Th\u00e1ng 6\/2026<\/td><td>21\/7\/2026<\/td><\/tr><tr><td>Quy m\u00f4<\/td><td>225B-A23B<\/td><td>33B-A3B<\/td><td>118B-A8B<\/td><\/tr><tr><td>C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh<\/td><td>256K<\/td><td>256K<\/td><td>T\u1ed1i \u0111a 1M<\/td><\/tr><tr><td>\u0110\u1ecbnh h\u01b0\u1edbng ch\u00ednh<\/td><td>Nhi\u1ec7m v\u1ee5 code ph\u1ee9c t\u1ea1p, nhi\u1ec1u b\u01b0\u1edbc<\/td><td>T\u1ed1c \u0111\u1ed9 nhanh, tri\u1ec3n khai nh\u1eb9 h\u01a1n<\/td><td>C\u00f4ng vi\u1ec7c d\u00e0i, suy lu\u1eadn v\u00e0 x\u00e1c minh li\u00ean t\u1ee5c<\/td><\/tr><tr><td>Ph\u00f9 h\u1ee3p<\/td><td>H\u1ea1 t\u1ea7ng doanh nghi\u1ec7p, agent ch\u1ea5t l\u01b0\u1ee3ng cao<\/td><td>M\u00e1y tr\u1ea1m m\u1ea1nh, t\u00e1c v\u1ee5 nhanh<\/td><td>Nhi\u1ec7m v\u1ee5 d\u00e0i c\u1ea7n ng\u1eef c\u1ea3nh r\u1ea5t l\u1edbn<\/td><\/tr><tr><td>Tr\u1ea1ng th\u00e1i<\/td><td>Model M-class \u0111\u1ea7u ti\u00ean, v\u1eabn \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3<\/td><td>B\u1ea3n nh\u1ecf \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt<\/td><td>B\u1ea3n c\u00f4ng b\u1ed1 m\u1edbi nh\u1ea5t c\u1ee7a gia \u0111\u00ecnh Laguna<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>L\u01b0u \u00fd: <\/strong>Kh\u00f4ng n\u00ean so s\u00e1nh ba model ch\u1ec9 d\u1ef1a tr\u00ean s\u1ed1 tham s\u1ed1. Laguna S 2.1 s\u1eed d\u1ee5ng ki\u1ebfn tr\u00fac v\u00e0 quy tr\u00ecnh h\u1eadu hu\u1ea5n luy\u1ec7n m\u1edbi h\u01a1n, trong khi Laguna M.1 c\u00f3 t\u1ed5ng quy m\u00f4 l\u1edbn h\u01a1n.<\/p>\n\n\n\n<h2 id=\"Laguna_M.1_c\u00f3_th\u1ec3_l\u00e0m_\u0111\u01b0\u1ee3c_g\u00ec?\"><strong>Laguna M.1 c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c g\u00ec?<\/strong><\/h2>\n\n\n\n<h3 id=\"Kh\u00e1m_ph\u00e1_v\u00e0_gi\u1ea3i_th\u00edch_codebase\"><strong>Kh\u00e1m ph\u00e1 v\u00e0 gi\u1ea3i th\u00edch codebase<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 c\u00f3 th\u1ec3 \u0111\u1ecdc c\u1ea5u tr\u00fac th\u01b0 m\u1ee5c, t\u00ecm c\u00e1c th\u00e0nh ph\u1ea7n quan tr\u1ecdng v\u00e0 gi\u1ea3i th\u00edch lu\u1ed3ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a d\u1ef1 \u00e1n. Kh\u1ea3 n\u0103ng n\u00e0y h\u1eefu \u00edch khi ti\u1ebfp nh\u1eadn repository c\u0169 ho\u1eb7c c\u1ea7n hi\u1ec3u nhanh m\u1ed9t h\u1ec7 th\u1ed1ng do \u0111\u1ed9i ng\u0169 kh\u00e1c ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n<h3 id=\"S\u1eeda_l\u1ed7i_qua_nhi\u1ec1u_t\u1ec7p\"><strong>S\u1eeda l\u1ed7i qua nhi\u1ec1u t\u1ec7p<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nhi\u1ec1u l\u1ed7i ph\u1ea7n m\u1ec1m kh\u00f4ng n\u1eb1m trong m\u1ed9t t\u1ec7p duy nh\u1ea5t. Laguna M.1 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 theo d\u00f5i quan h\u1ec7 gi\u1eefa nhi\u1ec1u th\u00e0nh ph\u1ea7n, x\u00e1c \u0111\u1ecbnh nguy\u00ean nh\u00e2n, ch\u1ec9nh s\u1eeda c\u00e1c t\u1ec7p li\u00ean quan v\u00e0 ch\u1ea1y ki\u1ec3m th\u1eed sau khi ho\u00e0n th\u00e0nh.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-5.png\" alt=\"Laguna M.1 c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c g\u00ec?\" class=\"wp-image-128755\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-5.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-5-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Laguna M.1 c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c g\u00ec?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Refactor_v\u00e0_n\u00e2ng_c\u1ea5p_m\u00e3_ngu\u1ed3n\"><strong>Refactor v\u00e0 n\u00e2ng c\u1ea5p m\u00e3 ngu\u1ed3n<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Model c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 chia nh\u1ecf h\u00e0m, chu\u1ea9n h\u00f3a c\u1ea5u tr\u00fac, lo\u1ea1i b\u1ecf ph\u1ea7n l\u1eb7p, c\u1eadp nh\u1eadt API c\u0169 ho\u1eb7c chuy\u1ec3n \u0111\u1ed5i m\u00e3 sang ki\u1ebfn tr\u00fac m\u1edbi. Ng\u01b0\u1eddi d\u00f9ng n\u00ean n\u00eau r\u00f5 ti\u00eau chu\u1ea9n code, ph\u1ea1m vi t\u1ec7p \u0111\u01b0\u1ee3c ph\u00e9p ch\u1ec9nh s\u1eeda v\u00e0 b\u1ed9 ki\u1ec3m th\u1eed c\u1ea7n ch\u1ea1y.<\/p>\n\n\n\n<h3 id=\"T\u1ea1o_t\u00ednh_n\u0103ng_ho\u00e0n_ch\u1ec9nh\"><strong>T\u1ea1o t\u00ednh n\u0103ng ho\u00e0n ch\u1ec9nh<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Thay v\u00ec ch\u1ec9 vi\u1ebft m\u1ed9t h\u00e0m, Laguna M.1 c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng t\u00ednh n\u0103ng g\u1ed3m logic x\u1eed l\u00fd, giao di\u1ec7n API, ki\u1ec3m th\u1eed v\u00e0 t\u00e0i li\u1ec7u. Hi\u1ec7u qu\u1ea3 ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o m\u00f4i tr\u01b0\u1eddng c\u00f4ng c\u1ee5 v\u00e0 ti\u00eau ch\u00ed nghi\u1ec7m thu m\u00e0 ng\u01b0\u1eddi d\u00f9ng cung c\u1ea5p.<\/p>\n\n\n\n<h3 id=\"T\u1ef1_\u0111\u1ed9ng_h\u00f3a_c\u00f4ng_vi\u1ec7c_trong_terminal\"><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c trong terminal<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Khi \u0111\u01b0\u1ee3c c\u1ea5p quy\u1ec1n ph\u00f9 h\u1ee3p, model c\u00f3 th\u1ec3 ch\u1ea1y l\u1ec7nh, c\u00e0i dependency, ki\u1ec3m tra build, \u0111\u1ecdc log v\u00e0 x\u00e1c minh k\u1ebft qu\u1ea3. \u0110\u00e2y l\u00e0 kh\u00e1c bi\u1ec7t quan tr\u1ecdng gi\u1eefa m\u1ed9t model agentic coding v\u00e0 chatbot ch\u1ec9 t\u1ea1o v\u0103n b\u1ea3n.<\/p>\n\n\n\n<h2 id=\"Laguna_M.1_ph\u00f9_h\u1ee3p_v\u1edbi_nh\u1eefng_tr\u01b0\u1eddng_h\u1ee3p_n\u00e0o?\"><strong>Laguna M.1 ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng tr\u01b0\u1eddng h\u1ee3p n\u00e0o?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"text-decoration: underline;\">Laguna M.1 ph\u00f9 h\u1ee3p khi:<\/span><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Doanh nghi\u1ec7p mu\u1ed1n x\u00e2y d\u1ef1ng coding agent ch\u1ea1y tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang.<\/li>\n\n\n\n<li>D\u1ef1 \u00e1n c\u00f3 repository l\u1edbn v\u00e0 nhi\u1ec1u th\u00e0nh ph\u1ea7n li\u00ean k\u1ebft.<\/li>\n\n\n\n<li>Nhi\u1ec7m v\u1ee5 y\u00eau c\u1ea7u \u0111\u1ecdc code, ch\u1ec9nh s\u1eeda, ch\u1ea1y test v\u00e0 l\u1eb7p l\u1ea1i nhi\u1ec1u v\u00f2ng.<\/li>\n\n\n\n<li>\u0110\u1ed9i ng\u0169 mu\u1ed1n t\u00edch h\u1ee3p model v\u00e0o terminal, CI\/CD ho\u1eb7c c\u00f4ng c\u1ee5 n\u1ed9i b\u1ed9.<\/li>\n\n\n\n<li>Nh\u00e0 nghi\u00ean c\u1ee9u c\u1ea7n m\u1ed9t open-weight model m\u1ea1nh cho agentic software engineering.<\/li>\n\n\n\n<li>Ch\u1ea5t l\u01b0\u1ee3ng x\u1eed l\u00fd nhi\u1ec7m v\u1ee5 quan tr\u1ecdng h\u01a1n t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i t\u1ee9c th\u1eddi.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-6.png\" alt=\"Laguna M.1 ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng tr\u01b0\u1eddng h\u1ee3p n\u00e0o?\" class=\"wp-image-128757\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-6.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-6-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>Laguna M.1 ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng tr\u01b0\u1eddng h\u1ee3p n\u00e0o?<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"text-decoration: underline;\">Laguna M.1 \u00edt ph\u00f9 h\u1ee3p khi:<\/span><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ec9 c\u1ea7n h\u1ecfi \u0111\u00e1p th\u00f4ng th\u01b0\u1eddng ho\u1eb7c vi\u1ebft n\u1ed9i dung ng\u1eafn.<\/li>\n\n\n\n<li>C\u1ea7n ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, giao di\u1ec7n ho\u1eb7c video.<\/li>\n\n\n\n<li>H\u1ea1 t\u1ea7ng ch\u1ec9 c\u00f3 m\u1ed9t GPU ph\u1ed5 th\u00f4ng.<\/li>\n\n\n\n<li>Y\u00eau c\u1ea7u ph\u1ea3n h\u1ed3i c\u1ef1c nhanh v\u1edbi chi ph\u00ed th\u1ea5p.<\/li>\n\n\n\n<li>D\u1ef1 \u00e1n kh\u00f4ng c\u00f3 b\u1ed9 ki\u1ec3m th\u1eed ho\u1eb7c c\u01a1 ch\u1ebf x\u00e1c minh k\u1ebft qu\u1ea3.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c tr\u01b0\u1eddng h\u1ee3p tr\u00ean ph\u1ea3n \u00e1nh \u0111\u1ecbnh h\u01b0\u1edbng ch\u00ednh th\u1ee9c c\u1ee7a Poolside: M.1 ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi c\u00f4ng vi\u1ec7c code nhi\u1ec1u b\u01b0\u1edbc, c\u00f3 c\u00f4ng c\u1ee5 v\u00e0 \u0111\u1eb7t ch\u1ea5t l\u01b0\u1ee3ng agent cao h\u01a1n t\u1ed1c \u0111\u1ed9 thu\u1ea7n t\u00fay.<\/p>\n\n\n\n<h2 id=\"C\u00e1ch_s\u1eed_d\u1ee5ng_Laguna_M.1\"><strong>C\u00e1ch s\u1eed d\u1ee5ng Laguna M.1<\/strong><\/h2>\n\n\n\n<h3 id=\"Qua_API_c\u1ee7a_Poolside_v\u00e0_OpenRouter\"><strong>Qua API c\u1ee7a Poolside v\u00e0 OpenRouter<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch nhanh nh\u1ea5t \u0111\u1ec3 tr\u1ea3i nghi\u1ec7m Laguna M.1 l\u00e0 t\u1ea1o API key t\u1ea1i n\u1ec1n t\u1ea3ng <a href=\"http:\/\/platform.poolside.ai\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">platform.poolside.ai<\/a> ho\u1eb7c g\u1ecdi m\u00f4 h\u00ecnh th\u00f4ng qua OpenRouter. Tr\u00ean OpenRouter hi\u1ec7n c\u00f3 c\u1ea3 phi\u00ean b\u1ea3n mi\u1ec5n ph\u00ed gi\u1edbi h\u1ea1n v\u00e0 phi\u00ean b\u1ea3n tr\u1ea3 ph\u00ed theo l\u01b0\u1ee3ng token s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xem th\u00eam: <a href=\"https:\/\/tino.vn\/blog\/dung-mien-phi-api-llm-tren-openrouter\/\" target=\"_blank\" rel=\"noreferrer noopener\">H\u01b0\u1edbng d\u1eabn d\u00f9ng mi\u1ec5n ph\u00ed API LLM tr\u00ean OpenRouter<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"375\" src=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-7.png\" alt=\"C\u00e1ch s\u1eed d\u1ee5ng Laguna M.1\" class=\"wp-image-128758\" title=\"\" srcset=\"https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-7.png 700w, https:\/\/tino.vn\/blog\/wp-content\/uploads\/2026\/07\/laguna-m-1-la-gi-7-300x161.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><strong>C\u00e1ch s\u1eed d\u1ee5ng Laguna M.1<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<h3 id=\"Ch\u1ea1y_c\u1ee5c_b\u1ed9_v\u1edbi_vLLM,_Transformers\"><strong>Ch\u1ea1y c\u1ee5c b\u1ed9 v\u1edbi vLLM, Transformers<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi nh\u1eefng ai mu\u1ed1n t\u1ef1 tri\u1ec3n khai m\u00f4 h\u00ecnh tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang, Laguna M.1 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 ch\u00ednh th\u1ee9c tr\u00ean vLLM (t\u1eeb phi\u00ean b\u1ea3n 0.21.0 tr\u1edf l\u00ean), SGLang, th\u01b0 vi\u1ec7n Transformers (t\u1eeb b\u1ea3n 5.7.0) v\u00e0 TRT-LLM nh\u1edd h\u1ee3p t\u00e1c k\u1ef9 thu\u1eadt v\u1edbi NVIDIA. Do quy m\u00f4 225 t\u1ef7 tham s\u1ed1, vi\u1ec7c t\u1ea3i m\u00f4 h\u00ecnh \u1edf \u0111\u1ecbnh d\u1ea1ng BF16 \u0111\u00f2i h\u1ecfi c\u1ea5u h\u00ecnh nhi\u1ec1u GPU; ngo\u00e0i ra Poolside c\u0169ng ph\u00e1t h\u00e0nh c\u00e1c b\u1ea3n l\u01b0\u1ee3ng t\u1eed h\u00f3a nh\u01b0 NVFP4 gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng.<\/p>\n\n\n\n<h3 id=\"K\u1ebft_h\u1ee3p_c\u00f9ng_pool_v\u00e0_Shimmer\"><strong>K\u1ebft h\u1ee3p c\u00f9ng pool v\u00e0 Shimmer<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Poolside ph\u00e1t tri\u1ec3n th\u00eam hai c\u00f4ng c\u1ee5 \u0111i k\u00e8m \u0111\u1ec3 t\u1ed1i \u01b0u tr\u1ea3i nghi\u1ec7m s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh: <strong>pool<\/strong>, m\u1ed9t tr\u1ee3 l\u00fd l\u1eadp tr\u00ecnh d\u1ea1ng terminal h\u1ed7 tr\u1ee3 giao th\u1ee9c Agent Client Protocol (ACP), c\u00f3 th\u1ec3 t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o Zed ho\u1eb7c JetBrains; v\u00e0 <strong>Shimmer<\/strong>, m\u1ed9t m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n \u0111\u00e1m m\u00e2y d\u1ea1ng m\u00e1y \u1ea3o kh\u1edfi \u0111\u1ed9ng t\u1ee9c th\u1eddi, gi\u00fap th\u1eed nghi\u1ec7m nhanh c\u00e1c \u1ee9ng d\u1ee5ng web, API ho\u1eb7c c\u00f4ng c\u1ee5 d\u00f2ng l\u1ec7nh d\u1ef1a tr\u00ean Laguna M.1.<\/p>\n\n\n\n<h3 id=\"K\u1ebft_lu\u1eadn\"><strong>K\u1ebft lu\u1eadn<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Laguna M.1 \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc ph\u00e1t tri\u1ec3n \u0111\u00e1ng ch\u00fa \u00fd c\u1ee7a Poolside trong l\u0129nh v\u1ef1c model AI d\u00e0nh cho k\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m. D\u00f9 kh\u00f4ng c\u00f2n l\u00e0 b\u1ea3n ph\u00e1t h\u00e0nh m\u1edbi nh\u1ea5t c\u1ee7a gia \u0111\u00ecnh Laguna, model n\u00e0y v\u1eabn c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p, nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nh\u00f3m nghi\u00ean c\u1ee9u c\u1ea7n ch\u1ea5t l\u01b0\u1ee3ng agentic coding cao ho\u1eb7c mu\u1ed1n tri\u1ec3n khai trong m\u00f4i tr\u01b0\u1eddng ki\u1ec3m so\u00e1t ri\u00eang.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng, ng\u01b0\u1eddi d\u00f9ng n\u00ean c\u00e2n nh\u1eafc k\u1ef9 y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng, chi ph\u00ed v\u1eadn h\u00e0nh, ch\u00ednh s\u00e1ch d\u1eef li\u1ec7u v\u00e0 quy tr\u00ecnh ki\u1ec3m tra code do AI t\u1ea1o ra.<\/p>\n\n\n\n<h2 id=\"Nh\u1eefng_c\u00e2u_h\u1ecfi_th\u01b0\u1eddng_g\u1eb7p\"><strong>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/strong><\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Laguna_M.1_c\u00f3_ph\u1ea3i_model_m\u00e3_ngu\u1ed3n_m\u1edf_kh\u00f4ng?\">Laguna M.1 c\u00f3 ph\u1ea3i model m\u00e3 ngu\u1ed3n m\u1edf kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Laguna M.1 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh theo d\u1ea1ng <strong>open-weight<\/strong> v\u1edbi gi\u1ea5y ph\u00e9p Apache 2.0. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ea3i tr\u1ecdng s\u1ed1, ch\u1ec9nh s\u1eeda, l\u01b0\u1ee3ng t\u1eed h\u00f3a v\u00e0 tri\u1ec3n khai cho m\u1ee5c \u0111\u00edch th\u01b0\u01a1ng m\u1ea1i ho\u1eb7c phi th\u01b0\u01a1ng m\u1ea1i theo \u0111i\u1ec1u ki\u1ec7n c\u1ee7a gi\u1ea5y ph\u00e9p.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cOpen-weight\u201d kh\u00f4ng nh\u1ea5t thi\u1ebft \u0111\u1ed3ng ngh\u0129a to\u00e0n b\u1ed9 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n v\u00e0 m\u00e3 ngu\u1ed3n n\u1ed9i b\u1ed9 \u0111\u1ec1u \u0111\u01b0\u1ee3c c\u00f4ng khai.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Laguna_M.1_c\u00f3_mi\u1ec5n_ph\u00ed_s\u1eed_d\u1ee5ng_kh\u00f4ng?\u00a0\">Laguna M.1 c\u00f3 mi\u1ec5n ph\u00ed s\u1eed d\u1ee5ng kh\u00f4ng?\u00a0<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Ban \u0111\u1ea7u Poolside cho d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed trong th\u1eddi gian gi\u1edbi h\u1ea1n. Hi\u1ec7n t\u1ea1i, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ecdn g\u00f3i mi\u1ec5n ph\u00ed gi\u1edbi h\u1ea1n ho\u1eb7c g\u00f3i tr\u1ea3 ph\u00ed theo l\u01b0\u1ee3ng token tr\u00ean OpenRouter ho\u1eb7c API ri\u00eang c\u1ee7a Poolside.\u00a0<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Laguna_M.1_c\u00f3_ch\u1ea1y_\u0111\u01b0\u1ee3c_tr\u00ean_m\u00e1y_t\u00ednh_c\u00e1_nh\u00e2n_kh\u00f4ng?\">Laguna M.1 c\u00f3 ch\u1ea1y \u0111\u01b0\u1ee3c tr\u00ean m\u00e1y t\u00ednh c\u00e1 nh\u00e2n kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Kh\u1ea3 n\u0103ng n\u00e0y g\u1ea7n nh\u01b0 kh\u00f4ng th\u1ef1c t\u1ebf v\u1edbi checkpoint \u0111\u1ea7y \u0111\u1ee7. Poolside \u0111\u01b0a ra m\u1ee9c t\u1ed1i thi\u1ec3u 384 GB b\u1ed9 nh\u1edb GPU cho c\u1ea5u h\u00ecnh FP8 trong t\u00e0i li\u1ec7u tri\u1ec3n khai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n n\u00ean s\u1eed d\u1ee5ng API ho\u1eb7c ch\u1ecdn Laguna XS 2.1 nh\u1eb9 h\u01a1n.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Laguna_M.1_c\u00f3_m\u1ea1nh_h\u01a1n_c\u00e1c_m\u00f4_h\u00ecnh_coding_kh\u00e1c_kh\u00f4ng?\u00a0\">Laguna M.1 c\u00f3 m\u1ea1nh h\u01a1n c\u00e1c m\u00f4 h\u00ecnh coding kh\u00e1c kh\u00f4ng?\u00a0<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Theo d\u1eef li\u1ec7u benchmark \u0111\u1ed9c l\u1eadp, Laguna M.1 hi\u1ec7n ch\u01b0a n\u1eb1m trong nh\u00f3m d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng AI coding, d\u00f9 \u0111\u00e2y l\u00e0 m\u00f4 h\u00ecnh m\u1ea1nh nh\u1ea5t trong d\u00f2ng s\u1ea3n ph\u1ea9m hi\u1ec7n c\u00f3 c\u1ee7a Poolside. Ng\u01b0\u1eddi d\u00f9ng n\u00ean tham kh\u1ea3o th\u00eam k\u1ebft qu\u1ea3 benchmark tr\u01b0\u1edbc khi l\u1ef1a ch\u1ecdn cho d\u1ef1 \u00e1n quan tr\u1ecdng.\u00a0<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h2 id=\"Laguna_M.1_c\u00f3_h\u1ed7_tr\u1ee3_h\u00ecnh_\u1ea3nh_kh\u00f4ng?\">Laguna M.1 c\u00f3 h\u1ed7 tr\u1ee3 h\u00ecnh \u1ea3nh kh\u00f4ng?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng. Laguna M.1 l\u00e0 model text-to-text, ch\u1ec9 nh\u1eadn v\u00e0 t\u1ea1o n\u1ed9i dung v\u0103n b\u1ea3n. Model ph\u00f9 h\u1ee3p v\u1edbi code, t\u00e0i li\u1ec7u, log v\u00e0 l\u1ec7nh terminal h\u01a1n l\u00e0 ph\u00e2n t\u00edch \u1ea3nh ch\u1ee5p m\u00e0n h\u00ecnh ho\u1eb7c giao di\u1ec7n tr\u1ef1c quan.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Laguna M.1 c\u00f3 ph\u1ea3i model m\u00e3 ngu\u1ed3n m\u1edf kh\u00f4ng?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Laguna M.1 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh theo d\u1ea1ng <strong>open-weight<\/strong> v\u1edbi gi\u1ea5y ph\u00e9p Apache 2.0. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ea3i tr\u1ecdng s\u1ed1, ch\u1ec9nh s\u1eeda, l\u01b0\u1ee3ng t\u1eed h\u00f3a v\u00e0 tri\u1ec3n khai cho m\u1ee5c \u0111\u00edch th\u01b0\u01a1ng m\u1ea1i ho\u1eb7c phi th\u01b0\u01a1ng m\u1ea1i theo \u0111i\u1ec1u ki\u1ec7n c\u1ee7a gi\u1ea5y ph\u00e9p.<\/p><p>\u201cOpen-weight\u201d kh\u00f4ng nh\u1ea5t thi\u1ebft \u0111\u1ed3ng ngh\u0129a to\u00e0n b\u1ed9 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n v\u00e0 m\u00e3 ngu\u1ed3n n\u1ed9i b\u1ed9 \u0111\u1ec1u \u0111\u01b0\u1ee3c c\u00f4ng khai.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Laguna M.1 c\u00f3 mi\u1ec5n ph\u00ed s\u1eed d\u1ee5ng kh\u00f4ng?\u00a0\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Ban \u0111\u1ea7u Poolside cho d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed trong th\u1eddi gian gi\u1edbi h\u1ea1n. 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Poolside \u0111\u01b0a ra m\u1ee9c t\u1ed1i thi\u1ec3u 384 GB b\u1ed9 nh\u1edb GPU cho c\u1ea5u h\u00ecnh FP8 trong t\u00e0i li\u1ec7u tri\u1ec3n khai.<\/p><p>Ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n n\u00ean s\u1eed d\u1ee5ng API ho\u1eb7c ch\u1ecdn Laguna XS 2.1 nh\u1eb9 h\u01a1n.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Laguna M.1 c\u00f3 m\u1ea1nh h\u01a1n c\u00e1c m\u00f4 h\u00ecnh coding kh\u00e1c kh\u00f4ng?\u00a0\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Theo d\u1eef li\u1ec7u benchmark \u0111\u1ed9c l\u1eadp, Laguna M.1 hi\u1ec7n ch\u01b0a n\u1eb1m trong nh\u00f3m d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng AI coding, d\u00f9 \u0111\u00e2y l\u00e0 m\u00f4 h\u00ecnh m\u1ea1nh nh\u1ea5t trong d\u00f2ng s\u1ea3n ph\u1ea9m hi\u1ec7n c\u00f3 c\u1ee7a Poolside. 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V\u1eady Laguna M.1 l\u00e0 g\u00ec, [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":128759,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7674],"tags":[7690],"class_list":["post-128750","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-ai","tag-laguna-m-1"],"_links":{"self":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/128750","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/comments?post=128750"}],"version-history":[{"count":2,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/128750\/revisions"}],"predecessor-version":[{"id":128760,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/posts\/128750\/revisions\/128760"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media\/128759"}],"wp:attachment":[{"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/media?parent=128750"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/categories?post=128750"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tino.vn\/blog\/wp-json\/wp\/v2\/tags?post=128750"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}