{"id":2328,"date":"2026-04-09T12:23:20","date_gmt":"2026-04-09T09:23:20","guid":{"rendered":"https:\/\/shareai.now\/?p=2328"},"modified":"2026-04-14T03:21:17","modified_gmt":"2026-04-14T00:21:17","slug":"cac-mo-hinh-tao-van-ban-ma-nguon-mo-tot-nhat","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/cac-lua-chon-thay-the\/cac-mo-hinh-tao-van-ban-ma-nguon-mo-tot-nhat\/","title":{"rendered":"C\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n m\u00e3 ngu\u1ed3n m\u1edf t\u1ed1t nh\u1ea5t"},"content":{"rendered":"<p>M\u1ed9t h\u01b0\u1edbng d\u1eabn th\u1ef1c t\u1ebf, \u01b0u ti\u00ean ng\u01b0\u1eddi x\u00e2y d\u1ef1ng \u0111\u1ec3 l\u1ef1a ch\u1ecdn <strong>c\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n mi\u1ec5n ph\u00ed t\u1ed1t nh\u1ea5t<\/strong>\u2014v\u1edbi c\u00e1c \u0111\u00e1nh \u0111\u1ed5i r\u00f5 r\u00e0ng, l\u1ef1a ch\u1ecdn nhanh theo k\u1ecbch b\u1ea3n, v\u00e0 c\u00e1ch th\u1eed ch\u00fang ch\u1ec9 v\u1edbi m\u1ed9t c\u00fa nh\u1ea5p chu\u1ed9t trong ShareAI Playground.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">TL;DR<\/h2>\n\n\n\n<p>N\u1ebfu b\u1ea1n mu\u1ed1n <strong>c\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n m\u00e3 ngu\u1ed3n m\u1edf t\u1ed1t nh\u1ea5t<\/strong> ngay b\u00e2y gi\u1edd, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c phi\u00ean b\u1ea3n nh\u1ecf g\u1ecdn, \u0111\u01b0\u1ee3c tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn \u0111\u1ec3 l\u1eb7p nhanh v\u00e0 chi ph\u00ed th\u1ea5p, sau \u0111\u00f3 ch\u1ec9 m\u1edf r\u1ed9ng khi c\u1ea7n thi\u1ebft. \u0110\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c nh\u00f3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1ea1o m\u1eabu nhanh (th\u00e2n thi\u1ec7n v\u1edbi laptop\/CPU):<\/strong> th\u1eed c\u00e1c m\u00f4 h\u00ecnh tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn nh\u1eb9 1\u20137B; l\u01b0\u1ee3ng t\u1eed h\u00f3a xu\u1ed1ng INT4\/INT8.<\/li>\n\n\n\n<li><strong>Ch\u1ea5t l\u01b0\u1ee3ng c\u1ea5p s\u1ea3n xu\u1ea5t (c\u00e2n b\u1eb1ng chi ph\u00ed\/\u0111\u1ed9 tr\u1ec5):<\/strong> c\u00e1c m\u00f4 h\u00ecnh chat hi\u1ec7n \u0111\u1ea1i 7\u201314B v\u1edbi ng\u1eef c\u1ea3nh d\u00e0i v\u00e0 b\u1ed9 nh\u1edb \u0111\u1ec7m KV hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li><strong>L\u01b0u l\u01b0\u1ee3ng \u1edf quy m\u00f4 l\u1edbn:<\/strong> h\u1ed7n h\u1ee3p chuy\u00ean gia (MoE) ho\u1eb7c c\u00e1c m\u00f4 h\u00ecnh d\u00e0y \u0111\u1eb7c hi\u1ec7u qu\u1ea3 cao ph\u00eda sau m\u1ed9t \u0111i\u1ec3m cu\u1ed1i \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef.<\/li>\n\n\n\n<li><strong>\u0110a ng\u00f4n ng\u1eef:<\/strong> ch\u1ecdn c\u00e1c h\u1ecd m\u00f4 h\u00ecnh c\u00f3 \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc m\u1ea1nh m\u1ebd b\u1eb1ng ng\u00f4n ng\u1eef kh\u00f4ng ph\u1ea3i ti\u1ebfng Anh v\u00e0 c\u00e1c h\u1ed7n h\u1ee3p h\u01b0\u1edbng d\u1eabn.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udc49 Kh\u00e1m ph\u00e1 h\u01a1n 150 m\u00f4 h\u00ecnh tr\u00ean <strong>Th\u1ecb Tr\u01b0\u1eddng M\u00f4 H\u00ecnh<\/strong> (b\u1ed9 l\u1ecdc theo gi\u00e1, \u0111\u1ed9 tr\u1ec5 v\u00e0 lo\u1ea1i nh\u00e0 cung c\u1ea5p): <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a><\/p>\n\n\n\n<p>Ho\u1eb7c nh\u1ea3y th\u1eb3ng v\u00e0o <strong>S\u00e2n ch\u01a1i<\/strong> kh\u00f4ng c\u00f3 h\u1ea1 t\u1ea7ng: <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Th\u1eed trong Playground<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ti\u00eau ch\u00ed \u0111\u00e1nh gi\u00e1 (C\u00e1ch ch\u00fang t\u00f4i ch\u1ecdn)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00edn hi\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng m\u00f4 h\u00ecnh<\/h3>\n\n\n\n<p>Ch\u00fang t\u00f4i t\u00ecm ki\u1ebfm kh\u1ea3 n\u0103ng l\u00e0m theo h\u01b0\u1edbng d\u1eabn m\u1ea1nh m\u1ebd, t\u1ea1o n\u1ed9i dung d\u00e0i m\u1ea1ch l\u1ea1c, v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u00e1nh gi\u00e1 c\u1ea1nh tranh (l\u00fd lu\u1eadn, m\u00e3 h\u00f3a, t\u00f3m t\u1eaft). \u0110\u00e1nh gi\u00e1 con ng\u01b0\u1eddi v\u00e0 c\u00e1c l\u1eddi nh\u1eafc th\u1ef1c t\u1ebf quan tr\u1ecdng h\u01a1n \u1ea3nh ch\u1ee5p nhanh b\u1ea3ng x\u1ebfp h\u1ea1ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">S\u1ef1 r\u00f5 r\u00e0ng v\u1ec1 gi\u1ea5y ph\u00e9p<\/h3>\n\n\n\n<p>\u201c<strong>M\u00e3 ngu\u1ed3n m\u1edf<\/strong>\u201d \u2260 \u201c<strong>tr\u1ecdng s\u1ed1 m\u1edf<\/strong>.\u201d Ch\u00fang t\u00f4i \u01b0u ti\u00ean c\u00e1c gi\u1ea5y ph\u00e9p ki\u1ec3u OSI cho tri\u1ec3n khai th\u01b0\u01a1ng m\u1ea1i, v\u00e0 ch\u00fang t\u00f4i ghi r\u00f5 khi m\u1ed9t m\u00f4 h\u00ecnh ch\u1ec9 c\u00f3 tr\u1ecdng s\u1ed1 m\u1edf ho\u1eb7c c\u00f3 h\u1ea1n ch\u1ebf s\u1eed d\u1ee5ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Nhu c\u1ea7u ph\u1ea7n c\u1ee9ng<\/h3>\n\n\n\n<p>Ng\u00e2n s\u00e1ch VRAM\/CPU x\u00e1c \u0111\u1ecbnh chi ph\u00ed th\u1ef1c s\u1ef1 c\u1ee7a \u201cmi\u1ec5n ph\u00ed\u201d. Ch\u00fang t\u00f4i xem x\u00e9t t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a l\u01b0\u1ee3ng t\u1eed h\u00f3a (INT8\/INT4), k\u00edch th\u01b0\u1edbc c\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh, v\u00e0 hi\u1ec7u qu\u1ea3 b\u1ed9 nh\u1edb KV-cache.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">S\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a h\u1ec7 sinh th\u00e1i<\/h3>\n\n\n\n<p>C\u00f4ng c\u1ee5 (m\u00e1y ch\u1ee7 t\u1ea1o n\u1ed9i dung, b\u1ed9 m\u00e3 h\u00f3a token, b\u1ed9 \u0111i\u1ec1u h\u1ee3p), h\u1ed7 tr\u1ee3 LoRA\/QLoRA, m\u1eabu l\u1eddi nh\u1eafc, v\u00e0 b\u1ea3o tr\u00ec t\u00edch c\u1ef1c \u0111\u1ec1u \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn th\u1eddi gian \u0111\u1ea1t gi\u00e1 tr\u1ecb c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">S\u1eb5n s\u00e0ng cho s\u1ea3n xu\u1ea5t<\/h3>\n\n\n\n<p>\u0110\u1ed9 tr\u1ec5 th\u1ea5p, m\u1eb7c \u0111\u1ecbnh an to\u00e0n t\u1ed1t, kh\u1ea3 n\u0103ng quan s\u00e1t (c\u00e1c ch\u1ec9 s\u1ed1 token\/\u0111\u1ed9 tr\u1ec5), v\u00e0 h\u00e0nh vi nh\u1ea5t qu\u00e1n d\u01b0\u1edbi t\u1ea3i l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh th\u00e0nh c\u00f4ng khi ra m\u1eaft.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n m\u00e3 ngu\u1ed3n m\u1edf h\u00e0ng \u0111\u1ea7u (Mi\u1ec5n ph\u00ed s\u1eed d\u1ee5ng)<\/h2>\n\n\n\n<p><em>M\u1ed7i l\u1ef1a ch\u1ecdn d\u01b0\u1edbi \u0111\u00e2y bao g\u1ed3m c\u00e1c \u0111i\u1ec3m m\u1ea1nh, tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng l\u00fd t\u01b0\u1edfng, ghi ch\u00fa ng\u1eef c\u1ea3nh v\u00e0 m\u1eb9o th\u1ef1c t\u1ebf \u0111\u1ec3 ch\u1ea1y c\u1ee5c b\u1ed9 ho\u1eb7c qua ShareAI.<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Gia \u0111\u00ecnh Llama (c\u00e1c bi\u1ebfn th\u1ec3 m\u1edf)<\/h3>\n\n\n\n<p><strong>T\u1ea1i sao n\u00f3 \u1edf \u0111\u00e2y:<\/strong> \u0110\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i, h\u00e0nh vi tr\u00f2 chuy\u1ec7n m\u1ea1nh m\u1ebd trong ph\u1ea1m vi tham s\u1ed1 nh\u1ecf \u0111\u1ebfn trung b\u00ecnh, c\u00e1c \u0111i\u1ec3m ki\u1ec3m tra \u0111\u01b0\u1ee3c tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn m\u1ea1nh m\u1ebd v\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i l\u1edbn c\u00e1c b\u1ed9 \u0111i\u1ec1u h\u1ee3p v\u00e0 c\u00f4ng c\u1ee5.<\/p>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho:<\/strong> Tr\u00f2 chuy\u1ec7n chung, t\u00f3m t\u1eaft, ph\u00e2n lo\u1ea1i, nh\u1eafc nh\u1edf nh\u1eadn th\u1ee9c c\u00f4ng c\u1ee5 (\u0111\u1ea7u ra c\u00f3 c\u1ea5u tr\u00fac).<\/p>\n\n\n\n<p><strong>Ng\u1eef c\u1ea3nh &amp; ph\u1ea7n c\u1ee9ng:<\/strong> Nhi\u1ec1u bi\u1ebfn th\u1ec3 h\u1ed7 tr\u1ee3 ng\u1eef c\u1ea3nh m\u1edf r\u1ed9ng (\u22658k). C\u00e1c l\u01b0\u1ee3ng t\u1eed h\u00f3a INT4 ch\u1ea1y tr\u00ean GPU ti\u00eau d\u00f9ng ph\u1ed5 bi\u1ebfn v\u00e0 th\u1eadm ch\u00ed c\u1ea3 CPU hi\u1ec7n \u0111\u1ea1i \u0111\u1ec3 ph\u00e1t tri\u1ec3n\/ki\u1ec3m tra.<\/p>\n\n\n\n<p><strong>Th\u1eed ngay:<\/strong> L\u1ecdc c\u00e1c m\u00f4 h\u00ecnh gia \u0111\u00ecnh Llama tr\u00ean <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Th\u1ecb Tr\u01b0\u1eddng M\u00f4 H\u00ecnh<\/a> ho\u1eb7c m\u1edf trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">S\u00e2n ch\u01a1i<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">D\u00f2ng Mistral \/ Mixtral<\/h3>\n\n\n\n<p><strong>T\u1ea1i sao n\u00f3 \u1edf \u0111\u00e2y:<\/strong> Ki\u1ebfn tr\u00fac hi\u1ec7u qu\u1ea3 v\u1edbi c\u00e1c bi\u1ebfn th\u1ec3 tr\u00f2 chuy\u1ec7n \u0111\u01b0\u1ee3c tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn m\u1ea1nh m\u1ebd; MoE (v\u00ed d\u1ee5: ki\u1ec3u Mixtral) cung c\u1ea5p s\u1ef1 c\u00e2n b\u1eb1ng tuy\u1ec7t v\u1eddi gi\u1eefa ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 tr\u1ec5.<\/p>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho:<\/strong> Tr\u00f2 chuy\u1ec7n nhanh, ch\u1ea5t l\u01b0\u1ee3ng cao; h\u1ed7 tr\u1ee3 nhi\u1ec1u l\u01b0\u1ee3t; m\u1edf r\u1ed9ng chi ph\u00ed hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<p><strong>Ng\u1eef c\u1ea3nh &amp; ph\u1ea7n c\u1ee9ng:<\/strong> Th\u00e2n thi\u1ec7n v\u1edbi l\u01b0\u1ee3ng t\u1eed h\u00f3a; c\u00e1c bi\u1ebfn th\u1ec3 MoE n\u1ed5i b\u1eadt khi \u0111\u01b0\u1ee3c ph\u1ee5c v\u1ee5 \u0111\u00fang c\u00e1ch (router + batching).<\/p>\n\n\n\n<p><strong>Th\u1eed ngay:<\/strong> So s\u00e1nh c\u00e1c nh\u00e0 cung c\u1ea5p v\u00e0 \u0111\u1ed9 tr\u1ec5 tr\u00ean <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Gia \u0111\u00ecnh Qwen<\/h3>\n\n\n\n<p><strong>T\u1ea1i sao n\u00f3 \u1edf \u0111\u00e2y:<\/strong> Ph\u1ea1m vi \u0111a ng\u00f4n ng\u1eef m\u1ea1nh m\u1ebd v\u00e0 tu\u00e2n theo h\u01b0\u1edbng d\u1eabn; c\u1eadp nh\u1eadt c\u1ed9ng \u0111\u1ed3ng th\u01b0\u1eddng xuy\u00ean; hi\u1ec7u su\u1ea5t m\u00e3 h\u00f3a\/tr\u00f2 chuy\u1ec7n c\u1ea1nh tranh trong k\u00edch th\u01b0\u1edbc nh\u1ecf g\u1ecdn.<\/p>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho:<\/strong> Tr\u00f2 chuy\u1ec7n \u0111a ng\u00f4n ng\u1eef v\u00e0 t\u1ea1o n\u1ed9i dung; nh\u1eafc nh\u1edf c\u00f3 c\u1ea5u tr\u00fac, n\u1eb7ng v\u1ec1 h\u01b0\u1edbng d\u1eabn.<\/p>\n\n\n\n<p><strong>Ng\u1eef c\u1ea3nh &amp; ph\u1ea7n c\u1ee9ng:<\/strong> T\u00f9y ch\u1ecdn m\u00f4 h\u00ecnh nh\u1ecf t\u1ed1t cho CPU\/GPU; c\u00f3 s\u1eb5n c\u00e1c bi\u1ebfn th\u1ec3 ng\u1eef c\u1ea3nh d\u00e0i.<\/p>\n\n\n\n<p><strong>Th\u1eed ngay:<\/strong> Kh\u1edfi ch\u1ea1y nhanh ch\u00f3ng trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">S\u00e2n ch\u01a1i<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Gia \u0111\u00ecnh Gemma (c\u00e1c bi\u1ebfn th\u1ec3 OSS cho ph\u00e9p)<\/h3>\n\n\n\n<p><strong>T\u1ea1i sao n\u00f3 \u1edf \u0111\u00e2y:<\/strong> H\u00e0nh vi \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn s\u1ea1ch trong k\u00edch th\u01b0\u1edbc nh\u1ecf g\u1ecdn; th\u00e2n thi\u1ec7n v\u1edbi c\u00e1c phi c\u00f4ng tr\u00ean thi\u1ebft b\u1ecb; t\u00e0i li\u1ec7u m\u1ea1nh m\u1ebd v\u00e0 m\u1eabu nh\u1eafc nh\u1edf.<\/p>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho:<\/strong> Tr\u1ee3 l\u00fd nh\u1eb9, lu\u1ed3ng vi s\u1ea3n ph\u1ea9m (t\u1ef1 \u0111\u1ed9ng ho\u00e0n th\u00e0nh, tr\u1ee3 gi\u00fap n\u1ed9i tuy\u1ebfn), t\u00f3m t\u1eaft.<\/p>\n\n\n\n<p><strong>Ng\u1eef c\u1ea3nh &amp; ph\u1ea7n c\u1ee9ng:<\/strong> Khuy\u1ebfn ngh\u1ecb l\u01b0\u1ee3ng t\u1eed h\u00f3a INT4\/INT8 cho m\u00e1y t\u00ednh x\u00e1ch tay; ch\u00fa \u00fd gi\u1edbi h\u1ea1n token cho c\u00e1c nhi\u1ec7m v\u1ee5 d\u00e0i h\u01a1n.<\/p>\n\n\n\n<p><strong>Th\u1eed ngay:<\/strong> Xem nh\u00e0 cung c\u1ea5p n\u00e0o l\u01b0u tr\u1eef c\u00e1c bi\u1ebfn th\u1ec3 Gemma tr\u00ean <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Gia \u0111\u00ecnh Phi (nh\u1eb9\/ti\u1ebft ki\u1ec7m)<\/h3>\n\n\n\n<p><strong>T\u1ea1i sao n\u00f3 \u1edf \u0111\u00e2y:<\/strong> C\u00e1c m\u00f4 h\u00ecnh c\u1ef1c k\u1ef3 nh\u1ecf v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi k\u00edch th\u01b0\u1edbc c\u1ee7a ch\u00fang trong c\u00e1c nhi\u1ec7m v\u1ee5 h\u00e0ng ng\u00e0y; l\u00fd t\u01b0\u1edfng khi chi ph\u00ed v\u00e0 \u0111\u1ed9 tr\u1ec5 chi\u1ebfm \u01b0u th\u1ebf.<\/p>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho:<\/strong> Thi\u1ebft b\u1ecb bi\u00ean, m\u00e1y ch\u1ee7 ch\u1ec9 CPU ho\u1eb7c t\u1ea1o ngo\u1ea1i tuy\u1ebfn theo l\u00f4.<\/p>\n\n\n\n<p><strong>Ng\u1eef c\u1ea3nh &amp; ph\u1ea7n c\u1ee9ng:<\/strong> Y\u00eau th\u00edch l\u01b0\u1ee3ng t\u1eed h\u00f3a; tuy\u1ec7t v\u1eddi cho c\u00e1c b\u00e0i ki\u1ec3m tra CI v\u00e0 ki\u1ec3m tra nhanh tr\u01b0\u1edbc khi b\u1ea1n m\u1edf r\u1ed9ng.<\/p>\n\n\n\n<p><strong>Th\u1eed ngay:<\/strong> Ch\u1ea1y so s\u00e1nh nhanh trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">S\u00e2n ch\u01a1i<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1c l\u1ef1a ch\u1ecdn nh\u1ecf g\u1ecdn \u0111\u00e1ng ch\u00fa \u00fd kh\u00e1c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u00e1c m\u00f4 h\u00ecnh tr\u00f2 chuy\u1ec7n 3\u20137B \u0111\u01b0\u1ee3c tinh ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn<\/strong> t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c m\u00e1y ch\u1ee7 c\u00f3 RAM th\u1ea5p.<\/li>\n\n\n\n<li><strong>C\u00e1c d\u1eabn xu\u1ea5t ng\u1eef c\u1ea3nh d\u00e0i<\/strong> (\u226532k) cho QA t\u00e0i li\u1ec7u v\u00e0 ghi ch\u00fa cu\u1ed9c h\u1ecdp.<\/li>\n\n\n\n<li><strong>C\u00e1c m\u00f4 h\u00ecnh nh\u1ecf thi\u00ean v\u1ec1 m\u00e3 h\u00f3a<\/strong> \u0111\u1ec3 h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n n\u1ed9i tuy\u1ebfn khi c\u00e1c m\u00f4 h\u00ecnh LLM m\u00e3 h\u00f3a n\u1eb7ng l\u00e0 kh\u00f4ng c\u1ea7n thi\u1ebft.<\/li>\n<\/ul>\n\n\n\n<p><em>M\u1eb9o: \u0110\u1ed1i v\u1edbi ch\u1ea1y tr\u00ean laptop\/CPU, b\u1eaft \u0111\u1ea7u v\u1edbi INT4; ch\u1ec9 n\u00e2ng l\u00ean INT8\/BF16 n\u1ebfu ch\u1ea5t l\u01b0\u1ee3ng gi\u1ea3m \u0111\u1ed1i v\u1edbi c\u00e1c g\u1ee3i \u00fd c\u1ee7a b\u1ea1n.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1c t\u00f9y ch\u1ecdn \u201cMi\u1ec5n ph\u00ed\u201d \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef t\u1ed1t nh\u1ea5t (Khi b\u1ea1n kh\u00f4ng mu\u1ed1n t\u1ef1 l\u01b0u tr\u1eef)<\/h2>\n\n\n\n<p>C\u00e1c \u0111i\u1ec3m cu\u1ed1i mi\u1ec5n ph\u00ed r\u1ea5t t\u1ed1t \u0111\u1ec3 x\u00e1c th\u1ef1c g\u1ee3i \u00fd v\u00e0 UX, nh\u01b0ng gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9 v\u00e0 ch\u00ednh s\u00e1ch s\u1eed d\u1ee5ng c\u00f4ng b\u1eb1ng s\u1ebd nhanh ch\u00f3ng c\u00f3 hi\u1ec7u l\u1ef1c. H\u00e3y c\u00e2n nh\u1eafc:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u00e1c \u0111i\u1ec3m cu\u1ed1i C\u1ed9ng \u0111\u1ed3ng\/Nh\u00e0 cung c\u1ea5p:<\/strong> dung l\u01b0\u1ee3ng b\u00f9ng n\u1ed5, gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9 thay \u0111\u1ed5i, v\u00e0 kh\u1edfi \u0111\u1ed9ng l\u1ea1nh th\u1ec9nh tho\u1ea3ng.<\/li>\n\n\n\n<li><strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i so v\u1edbi c\u1ee5c b\u1ed9:<\/strong> l\u01b0u tr\u1eef th\u1eafng v\u1ec1 s\u1ef1 \u0111\u01a1n gi\u1ea3n v\u00e0 quy m\u00f4; c\u1ee5c b\u1ed9 th\u1eafng v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, \u0111\u1ed9 tr\u1ec5 x\u00e1c \u0111\u1ecbnh (sau khi l\u00e0m \u1ea5m), v\u00e0 chi ph\u00ed API bi\u00ean b\u1eb1ng kh\u00f4ng.<\/li>\n<\/ul>\n\n\n\n<p><strong>C\u00e1ch ShareAI gi\u00fap \u0111\u1ee1:<\/strong> \u0110\u1ecbnh tuy\u1ebfn \u0111\u1ebfn nhi\u1ec1u nh\u00e0 cung c\u1ea5p v\u1edbi m\u1ed9t kh\u00f3a duy nh\u1ea5t, so s\u00e1nh \u0111\u1ed9 tr\u1ec5 v\u00e0 gi\u00e1 c\u1ea3, v\u00e0 chuy\u1ec3n \u0111\u1ed5i m\u00f4 h\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ea1o kh\u00f3a c\u1ee7a b\u1ea1n ch\u1ec9 v\u1edbi hai l\u1ea7n nh\u1ea5p: <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">T\u1ea1o API Key<\/a><\/li>\n\n\n\n<li>L\u00e0m theo h\u01b0\u1edbng d\u1eabn nhanh API: <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Tham kh\u1ea3o API<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">B\u1ea3ng so s\u00e1nh nhanh<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>D\u00f2ng m\u00f4 h\u00ecnh<\/th><th>Ki\u1ec3u gi\u1ea5y ph\u00e9p<\/th><th class=\"has-text-align-right\" data-align=\"right\">Tham s\u1ed1 (\u0111i\u1ec3n h\u00ecnh)<\/th><th class=\"has-text-align-right\" data-align=\"right\">C\u1eeda s\u1ed5 ng\u1eef c\u1ea3nh<\/th><th>Ki\u1ec3u suy lu\u1eadn<\/th><th>VRAM \u0111i\u1ec3n h\u00ecnh (INT4\u2192BF16)<\/th><th>\u0110i\u1ec3m m\u1ea1nh<\/th><th>Nhi\u1ec7m v\u1ee5 l\u00fd t\u01b0\u1edfng<\/th><\/tr><\/thead><tbody><tr><td>Gia \u0111\u00ecnh Llama<\/td><td>Tr\u1ecdng s\u1ed1 m\u1edf \/ bi\u1ebfn th\u1ec3 cho ph\u00e9p<\/td><td class=\"has-text-align-right\" data-align=\"right\">7\u201313B<\/td><td class=\"has-text-align-right\" data-align=\"right\">8k\u201332k<\/td><td>GPU\/CPU<\/td><td>~6\u201326GB<\/td><td>Tr\u00f2 chuy\u1ec7n chung, h\u01b0\u1edbng d\u1eabn<\/td><td>Tr\u1ee3 l\u00fd, t\u00f3m t\u1eaft<\/td><\/tr><tr><td>Mistral\/Mixtral<\/td><td>Tr\u1ecdng s\u1ed1 m\u1edf \/ bi\u1ebfn th\u1ec3 cho ph\u00e9p<\/td><td class=\"has-text-align-right\" data-align=\"right\">7B \/ MoE<\/td><td class=\"has-text-align-right\" data-align=\"right\">8k\u201332k<\/td><td>GPU (CPU dev)<\/td><td>~6\u201330GB*<\/td><td>C\u00e2n b\u1eb1ng ch\u1ea5t l\u01b0\u1ee3ng\/\u0111\u1ed9 tr\u1ec5<\/td><td>Tr\u1ee3 l\u00fd s\u1ea3n ph\u1ea9m<\/td><\/tr><tr><td>Qwen<\/td><td>OSS cho ph\u00e9p<\/td><td class=\"has-text-align-right\" data-align=\"right\">7\u201314B<\/td><td class=\"has-text-align-right\" data-align=\"right\">8k\u201332k<\/td><td>GPU\/CPU<\/td><td>~6\u201328GB<\/td><td>\u0110a ng\u00f4n ng\u1eef, h\u01b0\u1edbng d\u1eabn<\/td><td>N\u1ed9i dung to\u00e0n c\u1ea7u<\/td><\/tr><tr><td>Gemma<\/td><td>OSS cho ph\u00e9p<\/td><td class=\"has-text-align-right\" data-align=\"right\">2\u20139B<\/td><td class=\"has-text-align-right\" data-align=\"right\">4k\u20138k+<\/td><td>GPU\/CPU<\/td><td>~3\u201318GB<\/td><td>Nh\u1ecf g\u1ecdn, tr\u00f2 chuy\u1ec7n s\u1ea1ch s\u1ebd<\/td><td>Th\u00ed \u0111i\u1ec3m tr\u00ean thi\u1ebft b\u1ecb<\/td><\/tr><tr><td>Phi<\/td><td>OSS cho ph\u00e9p<\/td><td class=\"has-text-align-right\" data-align=\"right\">2\u20134B<\/td><td class=\"has-text-align-right\" data-align=\"right\">4k\u20138k<\/td><td>CPU\/GPU<\/td><td>~2\u201310GB<\/td><td>Nh\u1ecf g\u1ecdn &amp; hi\u1ec7u qu\u1ea3<\/td><td>Edge, c\u00f4ng vi\u1ec7c theo l\u00f4<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><em>* Ph\u1ee5 thu\u1ed9c MoE v\u00e0o c\u00e1c chuy\u00ean gia ho\u1ea1t \u0111\u1ed9ng; h\u00ecnh d\u1ea1ng m\u00e1y ch\u1ee7\/b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn VRAM v\u00e0 th\u00f4ng l\u01b0\u1ee3ng. C\u00e1c con s\u1ed1 mang t\u00ednh \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch. X\u00e1c minh tr\u00ean ph\u1ea7n c\u1ee9ng v\u00e0 l\u1eddi nh\u1eafc c\u1ee7a b\u1ea1n.<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1ch ch\u1ecdn m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p (3 k\u1ecbch b\u1ea3n)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1) Kh\u1edfi nghi\u1ec7p v\u1eadn chuy\u1ec3n MVP v\u1edbi ng\u00e2n s\u00e1ch h\u1ea1n ch\u1ebf<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u1eaft \u0111\u1ea7u v\u1edbi <strong>m\u00f4 h\u00ecnh nh\u1ecf \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn (3\u20137B)<\/strong>; l\u01b0\u1ee3ng h\u00f3a v\u00e0 \u0111o \u0111\u1ed9 tr\u1ec5 UX.<\/li>\n\n\n\n<li>S\u1eed d\u1ee5ng <strong>S\u00e2n ch\u01a1i<\/strong> \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh l\u1eddi nh\u1eafc, sau \u0111\u00f3 k\u1ebft n\u1ed1i c\u00f9ng m\u1eabu trong m\u00e3.<\/li>\n\n\n\n<li>Th\u00eam m\u1ed9t <strong>d\u1ef1 ph\u00f2ng<\/strong> (m\u00f4 h\u00ecnh l\u1edbn h\u01a1n m\u1ed9t ch\u00fat ho\u1eb7c tuy\u1ebfn nh\u00e0 cung c\u1ea5p) \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tin c\u1eady.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1ea1o nguy\u00ean m\u1eabu trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">S\u00e2n ch\u01a1i<\/a><\/li>\n\n\n\n<li>T\u1ea1o kh\u00f3a API: <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">T\u1ea1o API Key<\/a><\/li>\n\n\n\n<li>Th\u1ea3 v\u00e0o th\u00f4ng qua <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Tham kh\u1ea3o API<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2) \u0110\u1ed9i s\u1ea3n ph\u1ea9m th\u00eam t\u00ednh n\u0103ng t\u00f3m t\u1eaft &amp; tr\u00f2 chuy\u1ec7n v\u00e0o \u1ee9ng d\u1ee5ng hi\u1ec7n c\u00f3<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u01afu ti\u00ean <strong>7\u201314B<\/strong> c\u00e1c m\u00f4 h\u00ecnh v\u1edbi <strong>ng\u1eef c\u1ea3nh d\u00e0i h\u01a1n<\/strong>; ghim v\u00e0o c\u00e1c SKU nh\u00e0 cung c\u1ea5p \u1ed5n \u0111\u1ecbnh.<\/li>\n\n\n\n<li>Th\u00eam <strong>kh\u1ea3 n\u0103ng quan s\u00e1t<\/strong> (s\u1ed1 l\u01b0\u1ee3ng token, \u0111\u1ed9 tr\u1ec5 p95, t\u1ef7 l\u1ec7 l\u1ed7i).<\/li>\n\n\n\n<li>L\u01b0u tr\u1eef c\u00e1c l\u1eddi nh\u1eafc th\u01b0\u1eddng xuy\u00ean; gi\u1eef l\u1eddi nh\u1eafc h\u1ec7 th\u1ed1ng ng\u1eafn; truy\u1ec1n t\u1ea3i token.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c \u1ee9ng vi\u00ean m\u00f4 h\u00ecnh &amp; \u0111\u1ed9 tr\u1ec5: <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a><\/li>\n\n\n\n<li>C\u00e1c b\u01b0\u1edbc tri\u1ec3n khai: <a href=\"https:\/\/shareai.now\/docs\/about-shareai\/console\/glance\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3) C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u1ea7n suy lu\u1eadn tr\u00ean thi\u1ebft b\u1ecb ho\u1eb7c c\u1ea1nh.<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u1eaft \u0111\u1ea7u v\u1edbi <strong>Phi\/Gemma\/Qwen nh\u1ecf g\u1ecdn<\/strong>, \u0111\u01b0\u1ee3c l\u01b0\u1ee3ng t\u1eed h\u00f3a th\u00e0nh <strong>INT4<\/strong>.<\/li>\n\n\n\n<li>Gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc ng\u1eef c\u1ea3nh; k\u1ebft h\u1ee3p c\u00e1c nhi\u1ec7m v\u1ee5 (x\u1ebfp h\u1ea1ng l\u1ea1i \u2192 t\u1ea1o) \u0111\u1ec3 gi\u1ea3m token.<\/li>\n\n\n\n<li>Gi\u1eef m\u1ed9t <strong>\u0111i\u1ec3m cu\u1ed1i nh\u00e0 cung c\u1ea5p ShareAI<\/strong> nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p chung cho c\u00e1c l\u1eddi nh\u1eafc n\u1eb7ng.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Trang ch\u1ee7 t\u00e0i li\u1ec7u: <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">T\u00e0i li\u1ec7u<\/a><\/li>\n\n\n\n<li>H\u1ec7 sinh th\u00e1i nh\u00e0 cung c\u1ea5p: <a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">H\u01b0\u1edbng d\u1eabn Nh\u00e0 cung c\u1ea5p<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00f4ng th\u1ee9c \u0111\u00e1nh gi\u00e1 th\u1ef1c t\u1ebf (Sao ch\u00e9p\/D\u00e1n)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">M\u1eabu g\u1ee3i \u00fd (chat so v\u1edbi ho\u00e0n th\u00e0nh)<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code># Chat (h\u1ec7 th\u1ed1ng + ng\u01b0\u1eddi d\u00f9ng + tr\u1ee3 l\u00fd).<\/code><\/pre>\n\n\n\n<p><strong>M\u1eb9o:<\/strong> Gi\u1eef c\u00e1c g\u1ee3i \u00fd h\u1ec7 th\u1ed1ng ng\u1eafn g\u1ecdn v\u00e0 r\u00f5 r\u00e0ng. \u01afu ti\u00ean c\u00e1c \u0111\u1ea7u ra c\u00f3 c\u1ea5u tr\u00fac (JSON ho\u1eb7c danh s\u00e1ch g\u1ea1ch \u0111\u1ea7u d\u00f2ng) khi b\u1ea1n s\u1ebd ph\u00e2n t\u00edch k\u1ebft qu\u1ea3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">B\u1ed9 d\u1eef li\u1ec7u v\u00e0ng nh\u1ecf + ng\u01b0\u1ee1ng ch\u1ea5p nh\u1eadn<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>X\u00e2y d\u1ef1ng m\u1ed9t <strong>b\u1ed9 g\u1ee3i \u00fd t\u1eeb 10\u201350 m\u1ee5c<\/strong> v\u1edbi c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi mong \u0111\u1ee3i.<\/li>\n\n\n\n<li>\u0110\u1ecbnh ngh\u0129a <strong>quy t\u1eafc \u0111\u1ed7\/tr\u01b0\u1ee3t<\/strong> (regex, ph\u1ea1m vi t\u1eeb kh\u00f3a, ho\u1eb7c g\u1ee3i \u00fd \u0111\u00e1nh gi\u00e1).<\/li>\n\n\n\n<li>Theo d\u00f5i <strong>t\u1ef7 l\u1ec7 th\u1eafng<\/strong> v\u00e0 <strong>\u0111\u1ed9 tr\u1ec5<\/strong> tr\u00ean c\u00e1c m\u00f4 h\u00ecnh \u1ee9ng vi\u00ean.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Lan can &amp; ki\u1ec3m tra an to\u00e0n (PII\/c\u1edd \u0111\u1ecf)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Danh s\u00e1ch ch\u1eb7n c\u00e1c t\u1eeb x\u00fac ph\u1ea1m r\u00f5 r\u00e0ng v\u00e0 regex PII (email, SSN, th\u1ebb t\u00edn d\u1ee5ng).<\/li>\n\n\n\n<li>Th\u00eam <strong>t\u1eeb ch\u1ed1i<\/strong> ch\u00ednh s\u00e1ch trong h\u1ec7 th\u1ed1ng nh\u1eafc nh\u1edf cho c\u00e1c nhi\u1ec7m v\u1ee5 r\u1ee7i ro.<\/li>\n\n\n\n<li>Chuy\u1ec3n c\u00e1c \u0111\u1ea7u v\u00e0o kh\u00f4ng an to\u00e0n \u0111\u1ebfn m\u00f4 h\u00ecnh nghi\u00eam ng\u1eb7t h\u01a1n ho\u1eb7c \u0111\u01b0\u1eddng d\u1eabn xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Kh\u1ea3 n\u0103ng quan s\u00e1t<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nh\u1eadt k\u00fd <strong>nh\u1eafc nh\u1edf, m\u00f4 h\u00ecnh, token v\u00e0o\/ra, th\u1eddi gian, nh\u00e0 cung c\u1ea5p<\/strong>.<\/li>\n\n\n\n<li>C\u1ea3nh b\u00e1o v\u1ec1 \u0111\u1ed9 tr\u1ec5 p95 v\u00e0 c\u00e1c \u0111\u1ed9t bi\u1ebfn token b\u1ea5t th\u01b0\u1eddng.<\/li>\n\n\n\n<li>Gi\u1eef m\u1ed9t <strong>ph\u00e1t l\u1ea1i notebook<\/strong> \u0111\u1ec3 so s\u00e1nh thay \u0111\u1ed5i m\u00f4 h\u00ecnh theo th\u1eddi gian.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Tri\u1ec3n khai &amp; T\u1ed1i \u01b0u h\u00f3a (C\u1ee5c b\u1ed9, \u0110\u00e1m m\u00e2y, Lai)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Kh\u1edfi \u0111\u1ed9ng nhanh c\u1ee5c b\u1ed9 (CPU\/GPU, ghi ch\u00fa l\u01b0\u1ee3ng t\u1eed h\u00f3a)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>L\u01b0\u1ee3ng t\u1eed h\u00f3a \u0111\u1ebfn <strong>INT4<\/strong> cho m\u00e1y t\u00ednh x\u00e1ch tay; x\u00e1c minh ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 n\u00e2ng c\u1ea5p n\u1ebfu c\u1ea7n.<\/li>\n\n\n\n<li>Ph\u00e1t tr\u1ef1c ti\u1ebfp \u0111\u1ea7u ra \u0111\u1ec3 duy tr\u00ec s\u1ef1 m\u01b0\u1ee3t m\u00e0 c\u1ee7a UX.<\/li>\n\n\n\n<li>Gi\u1edbi h\u1ea1n \u0111\u1ed9 d\u00e0i ng\u1eef c\u1ea3nh; \u01b0u ti\u00ean x\u1ebfp h\u1ea1ng l\u1ea1i + t\u1ea1o thay v\u00ec nh\u1eafc nh\u1edf l\u1edbn.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">M\u00e1y ch\u1ee7 suy lu\u1eadn \u0111\u00e1m m\u00e2y (b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn t\u01b0\u01a1ng th\u00edch OpenAI)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S\u1eed d\u1ee5ng SDK t\u01b0\u01a1ng th\u00edch OpenAI v\u00e0 thi\u1ebft l\u1eadp <strong>URL c\u01a1 s\u1edf<\/strong> \u0111\u1ebfn m\u1ed9t \u0111i\u1ec3m cu\u1ed1i nh\u00e0 cung c\u1ea5p ShareAI.<\/li>\n\n\n\n<li>Gom nh\u00f3m c\u00e1c y\u00eau c\u1ea7u nh\u1ecf n\u01a1i kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn UX.<\/li>\n\n\n\n<li>C\u00e1c nh\u00f3m \u1ea5m v\u00e0 th\u1eddi gian ch\u1edd ng\u1eafn gi\u1eef \u0111\u1ed9 tr\u1ec5 \u0111u\u00f4i th\u1ea5p.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Tinh ch\u1ec9nh &amp; b\u1ed9 \u0111i\u1ec1u h\u1ee3p (LoRA\/QLoRA)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ecdn <strong>b\u1ed9 \u0111i\u1ec1u h\u1ee3p<\/strong> cho d\u1eef li\u1ec7u nh\u1ecf (&lt;10k m\u1eabu) v\u00e0 c\u00e1c l\u1ea7n l\u1eb7p nhanh.<\/li>\n\n\n\n<li>T\u1eadp trung v\u00e0o <strong>\u0111\u1ed9 trung th\u1ef1c \u0111\u1ecbnh d\u1ea1ng<\/strong> (ph\u00f9 h\u1ee3p v\u1edbi gi\u1ecdng \u0111i\u1ec7u v\u00e0 c\u1ea5u tr\u00fac mi\u1ec1n c\u1ee7a b\u1ea1n).<\/li>\n\n\n\n<li>\u0110\u00e1nh gi\u00e1 so v\u1edbi b\u1ed9 v\u00e0ng c\u1ee7a b\u1ea1n tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Chi\u1ebfn thu\u1eadt ki\u1ec3m so\u00e1t chi ph\u00ed<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>B\u1ed9 nh\u1edb \u0111\u1ec7m c\u00e1c l\u1eddi nh\u1eafc &amp; ng\u1eef c\u1ea3nh th\u01b0\u1eddng xuy\u00ean.<\/li>\n\n\n\n<li>C\u1eaft gi\u1ea3m l\u1eddi nh\u1eafc h\u1ec7 th\u1ed1ng; g\u1ed9p c\u00e1c v\u00ed d\u1ee5 few-shot th\u00e0nh h\u01b0\u1edbng d\u1eabn c\u00f4 \u0111\u1ecdng.<\/li>\n\n\n\n<li>\u01afu ti\u00ean c\u00e1c m\u00f4 h\u00ecnh g\u1ecdn nh\u1eb9 khi ch\u1ea5t l\u01b0\u1ee3ng \u201c\u0111\u1ee7 t\u1ed1t\u201d; ch\u1ec9 d\u00e0nh c\u00e1c m\u00f4 h\u00ecnh l\u1edbn h\u01a1n cho c\u00e1c l\u1eddi nh\u1eafc kh\u00f3.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea1i sao c\u00e1c nh\u00f3m s\u1eed d\u1ee5ng ShareAI cho c\u00e1c m\u00f4 h\u00ecnh m\u1edf<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg\" alt=\"shareai\" class=\"wp-image-1672\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-300x160.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-768x410.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1536x820.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai.jpg 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">H\u01a1n 150 m\u00f4 h\u00ecnh, m\u1ed9t kh\u00f3a duy nh\u1ea5t<\/h3>\n\n\n\n<p>Kh\u00e1m ph\u00e1 v\u00e0 so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh m\u1edf v\u00e0 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef t\u1ea1i m\u1ed9t n\u01a1i, sau \u0111\u00f3 chuy\u1ec3n \u0111\u1ed5i m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i m\u00e3. <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Kh\u00e1m Ph\u00e1 C\u00e1c M\u00f4 H\u00ecnh AI<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">S\u00e2n ch\u01a1i \u0111\u1ec3 th\u1eed nghi\u1ec7m ngay l\u1eadp t\u1ee9c<\/h3>\n\n\n\n<p>X\u00e1c th\u1ef1c l\u1eddi nh\u1eafc v\u00e0 lu\u1ed3ng UX trong v\u00e0i ph\u00fat\u2014kh\u00f4ng c\u1ea7n h\u1ea1 t\u1ea7ng, kh\u00f4ng c\u1ea7n thi\u1ebft l\u1eadp. <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">M\u1edf S\u00e2n Ch\u01a1i<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00e0i li\u1ec7u &amp; SDK h\u1ee3p nh\u1ea5t<\/h3>\n\n\n\n<p>T\u00edch h\u1ee3p s\u1eb5n, t\u01b0\u01a1ng th\u00edch v\u1edbi OpenAI. B\u1eaft \u0111\u1ea7u t\u1ea1i \u0111\u00e2y: <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">B\u1eaft \u0111\u1ea7u v\u1edbi API<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">H\u1ec7 sinh th\u00e1i nh\u00e0 cung c\u1ea5p (l\u1ef1a ch\u1ecdn + ki\u1ec3m so\u00e1t gi\u00e1 c\u1ea3)<\/h3>\n\n\n\n<p>Ch\u1ecdn nh\u00e0 cung c\u1ea5p theo gi\u00e1, khu v\u1ef1c v\u00e0 hi\u1ec7u su\u1ea5t; gi\u1eef cho t\u00edch h\u1ee3p c\u1ee7a b\u1ea1n \u1ed5n \u0111\u1ecbnh. <a href=\"https:\/\/console.shareai.now\/app\/provider\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">T\u1ed5ng quan v\u1ec1 nh\u00e0 cung c\u1ea5p<\/a> \u00b7 <a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">H\u01b0\u1edbng d\u1eabn Nh\u00e0 cung c\u1ea5p<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ngu\u1ed3n c\u1ea5p ph\u00e1t h\u00e0nh<\/h3>\n\n\n\n<p>Theo d\u00f5i c\u00e1c b\u1ea3n ph\u00e1t h\u00e0nh v\u00e0 c\u1eadp nh\u1eadt m\u1edbi trong to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i. <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Xem c\u00e1c b\u1ea3n ph\u00e1t h\u00e0nh<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">X\u00e1c th\u1ef1c kh\u00f4ng ma s\u00e1t<\/h3>\n\n\n\n<p>\u0110\u0103ng nh\u1eadp ho\u1eb7c t\u1ea1o t\u00e0i kho\u1ea3n (t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n ng\u01b0\u1eddi d\u00f9ng hi\u1ec7n c\u00f3): <a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">\u0110\u0103ng nh\u1eadp \/ \u0110\u0103ng k\u00fd<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p \u2014 ShareAI C\u00e2u tr\u1ea3 l\u1eddi T\u1ecfa s\u00e1ng<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">M\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n m\u00e3 ngu\u1ed3n m\u1edf mi\u1ec5n ph\u00ed n\u00e0o l\u00e0 t\u1ed1t nh\u1ea5t cho tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee7a t\u00f4i?<\/h3>\n\n\n\n<p><strong>T\u00e0i li\u1ec7u\/chat cho SaaS:<\/strong> b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t <strong>7\u201314B<\/strong> m\u00f4 h\u00ecnh \u0111i\u1ec1u ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn; th\u1eed c\u00e1c bi\u1ebfn th\u1ec3 ng\u1eef c\u1ea3nh d\u00e0i n\u1ebfu b\u1ea1n x\u1eed l\u00fd c\u00e1c trang l\u1edbn. <strong>Edge\/tr\u00ean thi\u1ebft b\u1ecb:<\/strong> ch\u1ecdn <strong>2\u20137B<\/strong> c\u00e1c m\u00f4 h\u00ecnh g\u1ecdn nh\u1eb9; l\u01b0\u1ee3ng t\u1eed h\u00f3a xu\u1ed1ng INT4. <strong>\u0110a ng\u00f4n ng\u1eef:<\/strong> ch\u1ecdn c\u00e1c d\u00f2ng n\u1ed5i ti\u1ebfng v\u1ec1 s\u1ee9c m\u1ea1nh kh\u00f4ng ph\u1ea3i ti\u1ebfng Anh. Th\u1eed t\u1eebng c\u00e1i trong v\u00e0i ph\u00fat trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">S\u00e2n ch\u01a1i<\/a>, sau \u0111\u00f3 kh\u00f3a m\u1ed9t nh\u00e0 cung c\u1ea5p trong <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f4i c\u00f3 th\u1ec3 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh n\u00e0y tr\u00ean laptop c\u1ee7a m\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n GPU kh\u00f4ng?<\/h3>\n\n\n\n<p>C\u00f3, v\u1edbi <strong>l\u01b0\u1ee3ng t\u1eed h\u00f3a INT4\/INT8<\/strong> v\u00e0 c\u00e1c m\u00f4 h\u00ecnh g\u1ecdn nh\u1eb9. Gi\u1eef l\u1eddi nh\u1eafc ng\u1eafn, truy\u1ec1n tr\u1ef1c ti\u1ebfp token, v\u00e0 gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc ng\u1eef c\u1ea3nh. N\u1ebfu c\u00f3 g\u00ec \u0111\u00f3 qu\u00e1 n\u1eb7ng, h\u00e3y chuy\u1ec3n y\u00eau c\u1ea7u \u0111\u00f3 sang m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef th\u00f4ng qua c\u00f9ng t\u00edch h\u1ee3p ShareAI c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u00f4i so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh m\u1ed9t c\u00e1ch c\u00f4ng b\u1eb1ng?<\/h3>\n\n\n\n<p>X\u00e2y d\u1ef1ng m\u1ed9t <strong>b\u1ed9 nh\u1ecf m\u00e0u v\u00e0ng<\/strong>, x\u00e1c \u0111\u1ecbnh ti\u00eau ch\u00ed \u0111\u1ea1t\/tr\u01b0\u1ee3t, v\u00e0 ghi l\u1ea1i c\u00e1c ch\u1ec9 s\u1ed1 token\/\u0111\u1ed9 tr\u1ec5. ShareAI <strong>S\u00e2n ch\u01a1i<\/strong> cho ph\u00e9p b\u1ea1n chu\u1ea9n h\u00f3a c\u00e1c g\u1ee3i \u00fd v\u00e0 nhanh ch\u00f3ng thay \u0111\u1ed5i m\u00f4 h\u00ecnh; <strong>API<\/strong> gi\u00fap d\u1ec5 d\u00e0ng th\u1ef1c hi\u1ec7n A\/B gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p v\u1edbi c\u00f9ng m\u1ed9t m\u00e3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00e1ch r\u1ebb nh\u1ea5t \u0111\u1ec3 c\u00f3 suy lu\u1eadn \u0111\u1ea1t chu\u1ea9n s\u1ea3n xu\u1ea5t l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p>S\u1eed d\u1ee5ng <strong>m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3 7\u201314B<\/strong> cho 80% l\u01b0u l\u01b0\u1ee3ng, l\u01b0u tr\u1eef c\u00e1c g\u1ee3i \u00fd th\u01b0\u1eddng xuy\u00ean, v\u00e0 ch\u1ec9 d\u00e0nh c\u00e1c m\u00f4 h\u00ecnh l\u1edbn h\u01a1n ho\u1eb7c MoE cho c\u00e1c g\u1ee3i \u00fd kh\u00f3. V\u1edbi \u0111\u1ecbnh tuy\u1ebfn nh\u00e0 cung c\u1ea5p c\u1ee7a ShareAI, b\u1ea1n gi\u1eef m\u1ed9t t\u00edch h\u1ee3p v\u00e0 ch\u1ecdn \u0111i\u1ec3m cu\u1ed1i hi\u1ec7u qu\u1ea3 chi ph\u00ed nh\u1ea5t cho t\u1eebng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201ctr\u1ecdng s\u1ed1 m\u1edf\u201d c\u00f3 gi\u1ed1ng v\u1edbi \u201cm\u00e3 ngu\u1ed3n m\u1edf\u201d kh\u00f4ng?<\/h3>\n\n\n\n<p>Kh\u00f4ng. Tr\u1ecdng s\u1ed1 m\u1edf th\u01b0\u1eddng \u0111i k\u00e8m v\u1edbi <strong>c\u00e1c h\u1ea1n ch\u1ebf s\u1eed d\u1ee5ng<\/strong>. Lu\u00f4n ki\u1ec3m tra gi\u1ea5y ph\u00e9p m\u00f4 h\u00ecnh tr\u01b0\u1edbc khi tri\u1ec3n khai. ShareAI h\u1ed7 tr\u1ee3 b\u1eb1ng c\u00e1ch <strong>g\u1eafn nh\u00e3n m\u00f4 h\u00ecnh<\/strong> v\u00e0 li\u00ean k\u1ebft \u0111\u1ebfn th\u00f4ng tin gi\u1ea5y ph\u00e9p tr\u00ean trang m\u00f4 h\u00ecnh \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 ch\u1ecdn m\u1ed9t c\u00e1ch t\u1ef1 tin.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u00f4i tinh ch\u1ec9nh ho\u1eb7c \u0111i\u1ec1u ch\u1ec9nh m\u1ed9t m\u00f4 h\u00ecnh nhanh ch\u00f3ng?<\/h3>\n\n\n\n<p>B\u1eaft \u0111\u1ea7u v\u1edbi <strong>B\u1ed9 \u0111i\u1ec1u h\u1ee3p LoRA\/QLoRA<\/strong> tr\u00ean d\u1eef li\u1ec7u nh\u1ecf v\u00e0 x\u00e1c th\u1ef1c v\u1edbi b\u1ed9 v\u00e0ng c\u1ee7a b\u1ea1n. Nhi\u1ec1u nh\u00e0 cung c\u1ea5p tr\u00ean ShareAI h\u1ed7 tr\u1ee3 quy tr\u00ecnh l\u00e0m vi\u1ec7c d\u1ef1a tr\u00ean b\u1ed9 \u0111i\u1ec1u h\u1ee3p \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 l\u1eb7p l\u1ea1i nhanh ch\u00f3ng m\u00e0 kh\u00f4ng c\u1ea7n qu\u1ea3n l\u00fd c\u00e1c tinh ch\u1ec9nh \u0111\u1ea7y \u0111\u1ee7.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f4i c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p c\u00e1c m\u00f4 h\u00ecnh m\u1edf v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u00f3ng sau m\u1ed9t API duy nh\u1ea5t kh\u00f4ng?<\/h3>\n\n\n\n<p>C\u00f3. Gi\u1eef m\u00e3 c\u1ee7a b\u1ea1n \u1ed5n \u0111\u1ecbnh v\u1edbi giao di\u1ec7n t\u01b0\u01a1ng th\u00edch OpenAI v\u00e0 chuy\u1ec3n \u0111\u1ed5i m\u00f4 h\u00ecnh\/nh\u00e0 cung c\u1ea5p ph\u00eda sau h\u1eadu tr\u01b0\u1eddng b\u1eb1ng ShareAI. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p b\u1ea1n c\u00e2n b\u1eb1ng chi ph\u00ed, \u0111\u1ed9 tr\u1ec5 v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng cho m\u1ed7i \u0111i\u1ec3m cu\u1ed1i.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI gi\u00fap tu\u00e2n th\u1ee7 v\u00e0 an to\u00e0n nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n\n\n<p>S\u1eed d\u1ee5ng ch\u00ednh s\u00e1ch nh\u1eafc h\u1ec7 th\u1ed1ng, b\u1ed9 l\u1ecdc \u0111\u1ea7u v\u00e0o (PII\/c\u1edd \u0111\u1ecf), v\u00e0 chuy\u1ec3n h\u01b0\u1edbng c\u00e1c nh\u1eafc nh\u1edf r\u1ee7i ro \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh nghi\u00eam ng\u1eb7t h\u01a1n. ShareAI <strong>T\u00e0i li\u1ec7u<\/strong> bao g\u1ed3m c\u00e1c th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t v\u00e0 m\u1eabu \u0111\u1ec3 gi\u1eef nh\u1eadt k\u00fd, s\u1ed1 li\u1ec7u v\u00e0 c\u00e1c ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng c\u00f3 th\u1ec3 ki\u1ec3m tra \u0111\u01b0\u1ee3c cho c\u00e1c \u0111\u00e1nh gi\u00e1 tu\u00e2n th\u1ee7. \u0110\u1ecdc th\u00eam t\u1ea1i <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">T\u00e0i li\u1ec7u<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">K\u1ebft lu\u1eadn<\/h2>\n\n\n\n<p>M\u00f4 h\u00ecnh <strong>c\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n mi\u1ec5n ph\u00ed t\u1ed1t nh\u1ea5t<\/strong> cung c\u1ea5p cho b\u1ea1n s\u1ef1 l\u1eb7p l\u1ea1i nhanh ch\u00f3ng v\u00e0 c\u00e1c c\u01a1 s\u1edf m\u1ea1nh m\u1ebd m\u00e0 kh\u00f4ng kh\u00f3a b\u1ea1n v\u00e0o c\u00e1c tri\u1ec3n khai n\u1eb7ng n\u1ec1. B\u1eaft \u0111\u1ea7u g\u1ecdn nh\u1eb9, \u0111o l\u01b0\u1eddng v\u00e0 m\u1edf r\u1ed9ng m\u00f4 h\u00ecnh (ho\u1eb7c nh\u00e0 cung c\u1ea5p) ch\u1ec9 khi s\u1ed1 li\u1ec7u c\u1ee7a b\u1ea1n y\u00eau c\u1ea7u. V\u1edbi <strong>Chia s\u1ebbAI<\/strong>, b\u1ea1n c\u00f3 th\u1ec3 th\u1eed nhi\u1ec1u m\u00f4 h\u00ecnh m\u1edf, so s\u00e1nh \u0111\u1ed9 tr\u1ec5 v\u00e0 chi ph\u00ed gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p, v\u00e0 tri\u1ec3n khai v\u1edbi m\u1ed9t API \u1ed5n \u0111\u1ecbnh duy nh\u1ea5t.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u00e1m ph\u00e1 <strong>Th\u1ecb Tr\u01b0\u1eddng M\u00f4 H\u00ecnh<\/strong>: <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a><\/li>\n\n\n\n<li>Th\u1eed nh\u1eafc nh\u1edf trong <strong>S\u00e2n ch\u01a1i<\/strong>: <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">M\u1edf S\u00e2n Ch\u01a1i<\/a><\/li>\n\n\n\n<li><strong>T\u1ea1o kh\u00f3a API c\u1ee7a b\u1ea1n<\/strong> v\u00e0 x\u00e2y d\u1ef1ng: <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models\">T\u1ea1o API Key<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>M\u1ed9t h\u01b0\u1edbng d\u1eabn th\u1ef1c t\u1ebf, \u01b0u ti\u00ean ng\u01b0\u1eddi x\u00e2y d\u1ef1ng \u0111\u1ec3 ch\u1ecdn c\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n mi\u1ec5n ph\u00ed t\u1ed1t nh\u1ea5t\u2014v\u1edbi c\u00e1c \u0111\u00e1nh \u0111\u1ed5i r\u00f5 r\u00e0ng, l\u1ef1a ch\u1ecdn nhanh theo k\u1ecbch b\u1ea3n v\u00e0 c\u00e1ch th\u1eed ch\u00fang ch\u1ec9 v\u1edbi m\u1ed9t c\u00fa nh\u1ea5p chu\u1ed9t trong ShareAI Playground. TL;DR N\u1ebfu b\u1ea1n mu\u1ed1n c\u00e1c m\u00f4 h\u00ecnh t\u1ea1o v\u0103n b\u1ea3n m\u00e3 ngu\u1ed3n m\u1edf t\u1ed1t nh\u1ea5t ngay b\u00e2y gi\u1edd, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c phi\u00ean b\u1ea3n nh\u1ecf g\u1ecdn, \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh theo h\u01b0\u1edbng d\u1eabn \u0111\u1ec3 l\u1eb7p nhanh v\u00e0 chi ph\u00ed th\u1ea5p, sau \u0111\u00f3 m\u1edf r\u1ed9ng [\u2026]<\/p>","protected":false},"author":3,"featured_media":2332,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Start with ShareAI","cta-description":"One API for 150+ models with a transparent marketplace, smart routing, and instant failover\u2014ship faster with real price\/latency\/uptime data.","cta-button-text":"Create your API key","cta-button-link":"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-free-open-source-text-generation-models","rank_math_title":"Best Open Source Text Generation Models [sai_current_year]","rank_math_description":"Looking for the best open source text generation models? Compare open source options and try them instantly in ShareAI\u2019s Playground\u2014one API, many providers.","rank_math_focus_keyword":"best open source text generation models,open source text generation models","footnotes":""},"categories":[38],"tags":[],"class_list":["post-2328","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternatives"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2328","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/comments?post=2328"}],"version-history":[{"count":3,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2328\/revisions"}],"predecessor-version":[{"id":2331,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2328\/revisions\/2331"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media\/2332"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=2328"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=2328"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=2328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}