{"id":1405,"date":"2026-04-09T12:23:40","date_gmt":"2026-04-09T09:23:40","guid":{"rendered":"https:\/\/shareai.now\/?p=1405"},"modified":"2026-04-14T03:20:59","modified_gmt":"2026-04-14T00:20:59","slug":"nha-cung-cap-luu-tru-llm-ma-nguon-mo-tot-nhat","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/cac-lua-chon-thay-the\/nha-cung-cap-luu-tru-llm-ma-nguon-mo-tot-nhat\/","title":{"rendered":"C\u00e1c nh\u00e0 cung c\u1ea5p l\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf t\u1ed1t nh\u1ea5t 2026 \u2014 BYOI &amp; l\u1ed9 tr\u00ecnh lai ShareAI"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>TL;DR<\/strong> \u2014 C\u00f3 ba con \u0111\u01b0\u1eddng th\u1ef1c t\u1ebf \u0111\u1ec3 ch\u1ea1y c\u00e1c LLM m\u00e3 ngu\u1ed3n m\u1edf ng\u00e0y nay: <\/p>\n\n\n\n<p><strong>(1) Qu\u1ea3n l\u00fd<\/strong> (kh\u00f4ng m\u00e1y ch\u1ee7; tr\u1ea3 ti\u1ec1n theo tri\u1ec7u token; kh\u00f4ng c\u1ea7n duy tr\u00ec c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng), <\/p>\n\n\n\n<p><strong>(2) L\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf<\/strong> (t\u1ef1 l\u01b0u tr\u1eef m\u00f4 h\u00ecnh ch\u00ednh x\u00e1c m\u00e0 b\u1ea1n mu\u1ed1n), v\u00e0 <\/p>\n\n\n\n<p><strong>(3) BYOI k\u1ebft h\u1ee3p v\u1edbi m\u1ea1ng phi t\u1eadp trung<\/strong> (ch\u1ea1y tr\u00ean ph\u1ea7n c\u1ee9ng c\u1ee7a ri\u00eang b\u1ea1n tr\u01b0\u1edbc, sau \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n sang dung l\u01b0\u1ee3ng m\u1ea1ng nh\u01b0 <strong>Chia s\u1ebbAI<\/strong>). H\u01b0\u1edbng d\u1eabn n\u00e0y so s\u00e1nh c\u00e1c t\u00f9y ch\u1ecdn h\u00e0ng \u0111\u1ea7u (Hugging Face, Together, Replicate, Groq, AWS Bedrock, io.net), gi\u1ea3i th\u00edch c\u00e1ch BYOI ho\u1ea1t \u0111\u1ed9ng trong ShareAI (v\u1edbi <em>\u01afu ti\u00ean tr\u00ean Thi\u1ebft b\u1ecb c\u1ee7a t\u00f4i<\/em> chuy\u1ec3n \u0111\u1ed5i theo kh\u00f3a), v\u00e0 cung c\u1ea5p c\u00e1c m\u1eabu, m\u00e3, v\u00e0 c\u00e1ch suy ngh\u0129 v\u1ec1 chi ph\u00ed \u0111\u1ec3 gi\u00fap b\u1ea1n tri\u1ec3n khai m\u1ed9t c\u00e1ch t\u1ef1 tin.<\/p>\n<\/blockquote>\n\n\n\n<p>\u0110\u1ec3 c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan b\u1ed5 sung v\u1ec1 th\u1ecb tr\u01b0\u1eddng, h\u00e3y xem b\u00e0i vi\u1ebft v\u1ec1 b\u1ed1i c\u1ea3nh c\u1ee7a Eden AI: <a href=\"https:\/\/www.edenai.co\/post\/best-open-source-llm-hosting-providers?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf t\u1ed1t nh\u1ea5t<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"table-of-contents\">M\u1ee5c l\u1ee5c<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#the-rise-of-open-source-llm-hosting\">S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a l\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf<\/a><\/li>\n\n\n\n<li><a href=\"#what-open-source-llm-hosting-means\">\u201cL\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf\u201d ngh\u0129a l\u00e0 g\u00ec<\/a><\/li>\n\n\n\n<li><a href=\"#why-host-open-source-llms\">T\u1ea1i sao n\u00ean l\u01b0u tr\u1eef c\u00e1c LLM m\u00e3 ngu\u1ed3n m\u1edf?<\/a><\/li>\n\n\n\n<li><a href=\"#three-roads-to-running-llms\">Ba con \u0111\u01b0\u1eddng \u0111\u1ec3 ch\u1ea1y LLMs<\/a>\n<ul class=\"wp-block-list\">\n<li><a href=\"#managed-serverless\">4.1 \u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd (kh\u00f4ng m\u00e1y ch\u1ee7; tr\u1ea3 ti\u1ec1n theo tri\u1ec7u token)<\/a><\/li>\n\n\n\n<li><a href=\"#self-hosted-open-source-llm-hosting\">4.2 L\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf (t\u1ef1 l\u01b0u tr\u1eef)<\/a><\/li>\n\n\n\n<li><a href=\"#byoi-decentralized-network-shareai\">4.3 BYOI + m\u1ea1ng phi t\u1eadp trung (ShareAI fusion)<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><a href=\"#shareai-in-30-seconds\">ShareAI trong 30 gi\u00e2y<\/a><\/li>\n\n\n\n<li><a href=\"#how-byoi-with-shareai-works\">C\u00e1ch BYOI v\u1edbi ShareAI ho\u1ea1t \u0111\u1ed9ng (\u01b0u ti\u00ean thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n + d\u1ef1 ph\u00f2ng th\u00f4ng minh)<\/a><\/li>\n\n\n\n<li><a href=\"#quick-comparison-matrix\">Ma tr\u1eadn so s\u00e1nh nhanh (c\u00e1c nh\u00e0 cung c\u1ea5p trong nh\u00e1y m\u1eaft)<\/a><\/li>\n\n\n\n<li><a href=\"#provider-profiles\">H\u1ed3 s\u01a1 nh\u00e0 cung c\u1ea5p (\u0111\u1ecdc ng\u1eafn)<\/a><\/li>\n\n\n\n<li><a href=\"#where-shareai-fits\">V\u1ecb tr\u00ed c\u1ee7a ShareAI so v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p kh\u00e1c (h\u01b0\u1edbng d\u1eabn quy\u1ebft \u0111\u1ecbnh)<\/a><\/li>\n\n\n\n<li><a href=\"#performance-latency-reliability\">Hi\u1ec7u su\u1ea5t, \u0111\u1ed9 tr\u1ec5 &amp; \u0111\u1ed9 tin c\u1eady (m\u1eabu thi\u1ebft k\u1ebf)<\/a><\/li>\n\n\n\n<li><a href=\"#governance-compliance-residency\">Qu\u1ea3n tr\u1ecb, tu\u00e2n th\u1ee7 &amp; n\u01a1i l\u01b0u tr\u1eef d\u1eef li\u1ec7u<\/a><\/li>\n\n\n\n<li><a href=\"#cost-modeling\">M\u00f4 h\u00ecnh chi ph\u00ed: \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd vs t\u1ef1 l\u01b0u tr\u1eef vs BYOI + phi t\u1eadp trung<\/a><\/li>\n\n\n\n<li><a href=\"#getting-started\">T\u1eebng b\u01b0\u1edbc: b\u1eaft \u0111\u1ea7u<\/a><\/li>\n\n\n\n<li><a href=\"#code-snippets\">\u0110o\u1ea1n m\u00e3<\/a><\/li>\n\n\n\n<li><a href=\"#real-world-examples\">V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/a><\/li>\n\n\n\n<li><a href=\"#faqs-long-tail\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p (SEO \u0111u\u00f4i d\u00e0i)<\/a><\/li>\n\n\n\n<li><a href=\"#final-thoughts\">Suy ngh\u0129 cu\u1ed1i c\u00f9ng<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-rise-of-open-source-llm-hosting\">S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a l\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf<\/h2>\n\n\n\n<p>C\u00e1c m\u00f4 h\u00ecnh m\u1edf nh\u01b0 Llama 3, Mistral\/Mixtral, Gemma v\u00e0 Falcon \u0111\u00e3 thay \u0111\u1ed5i b\u1ed1i c\u1ea3nh t\u1eeb \u201cm\u1ed9t API \u0111\u00f3ng ph\u00f9 h\u1ee3p v\u1edbi t\u1ea5t c\u1ea3\u201d sang m\u1ed9t lo\u1ea1t c\u00e1c l\u1ef1a ch\u1ecdn. B\u1ea1n quy\u1ebft \u0111\u1ecbnh <em>n\u01a1i<\/em> ch\u1ea1y suy lu\u1eadn (GPU c\u1ee7a b\u1ea1n, m\u1ed9t \u0111i\u1ec3m cu\u1ed1i \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd, ho\u1eb7c n\u0103ng l\u1ef1c phi t\u1eadp trung), v\u00e0 b\u1ea1n ch\u1ecdn c\u00e1c \u0111\u00e1nh \u0111\u1ed5i gi\u1eefa ki\u1ec3m so\u00e1t, quy\u1ec1n ri\u00eang t\u01b0, \u0111\u1ed9 tr\u1ec5 v\u00e0 chi ph\u00ed. S\u1ed5 tay n\u00e0y gi\u00fap b\u1ea1n ch\u1ecdn con \u0111\u01b0\u1eddng \u0111\u00fang \u2014 v\u00e0 ch\u1ec9 ra c\u00e1ch <strong>Chia s\u1ebbAI<\/strong> cho ph\u00e9p b\u1ea1n k\u1ebft h\u1ee3p c\u00e1c con \u0111\u01b0\u1eddng m\u00e0 kh\u00f4ng c\u1ea7n chuy\u1ec3n \u0111\u1ed5i SDK.<\/p>\n\n\n\n<p>Trong khi \u0111\u1ecdc, h\u00e3y gi\u1eef ShareAI <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh<\/a> m\u1edf \u0111\u1ec3 so s\u00e1nh c\u00e1c t\u00f9y ch\u1ecdn m\u00f4 h\u00ecnh, \u0111\u1ed9 tr\u1ec5 \u0111i\u1ec3n h\u00ecnh v\u00e0 gi\u00e1 c\u1ea3 gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-open-source-llm-hosting-means\">\u201cL\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf\u201d ngh\u0129a l\u00e0 g\u00ec<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tr\u1ecdng s\u1ed1 m\u1edf<\/strong>: c\u00e1c tham s\u1ed1 m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 theo c\u00e1c gi\u1ea5y ph\u00e9p c\u1ee5 th\u1ec3, v\u00ec v\u1eady b\u1ea1n c\u00f3 th\u1ec3 ch\u1ea1y ch\u00fang c\u1ee5c b\u1ed9, t\u1ea1i ch\u1ed7 ho\u1eb7c tr\u00ean \u0111\u00e1m m\u00e2y.<\/li>\n\n\n\n<li><strong>T\u1ef1 l\u01b0u tr\u1eef<\/strong>: b\u1ea1n v\u1eadn h\u00e0nh m\u00e1y ch\u1ee7 suy lu\u1eadn v\u00e0 runtime (v\u00ed d\u1ee5: vLLM\/TGI), ch\u1ecdn ph\u1ea7n c\u1ee9ng, v\u00e0 x\u1eed l\u00fd \u0111i\u1ec1u ph\u1ed1i, m\u1edf r\u1ed9ng v\u00e0 gi\u00e1m s\u00e1t.<\/li>\n\n\n\n<li><strong>L\u01b0u tr\u1eef \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd cho c\u00e1c m\u00f4 h\u00ecnh m\u1edf<\/strong>: m\u1ed9t nh\u00e0 cung c\u1ea5p v\u1eadn h\u00e0nh c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 cung c\u1ea5p m\u1ed9t API s\u1eb5n s\u00e0ng cho c\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf ph\u1ed5 bi\u1ebfn.<\/li>\n\n\n\n<li><strong>N\u0103ng l\u1ef1c phi t\u1eadp trung<\/strong>: m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u00e1c n\u00fat \u0111\u00f3ng g\u00f3p GPU; ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn c\u1ee7a b\u1ea1n quy\u1ebft \u0111\u1ecbnh n\u01a1i y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c g\u1eedi v\u00e0 c\u00e1ch x\u1eed l\u00fd d\u1ef1 ph\u00f2ng.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"why-host-open-source-llms\">T\u1ea1i sao n\u00ean l\u01b0u tr\u1eef c\u00e1c LLM m\u00e3 ngu\u1ed3n m\u1edf?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u00f9y ch\u1ec9nh<\/strong>: tinh ch\u1ec9nh tr\u00ean d\u1eef li\u1ec7u mi\u1ec1n, g\u1eafn b\u1ed9 \u0111i\u1ec1u h\u1ee3p v\u00e0 c\u1ed1 \u0111\u1ecbnh phi\u00ean b\u1ea3n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng t\u00e1i t\u1ea1o.<\/li>\n\n\n\n<li><strong>Chi ph\u00ed<\/strong>: ki\u1ec3m so\u00e1t TCO v\u1edbi lo\u1ea1i GPU, batching, caching v\u00e0 \u0111\u1ecba ph\u01b0\u01a1ng; tr\u00e1nh c\u00e1c m\u1ee9c gi\u00e1 cao c\u1ee7a m\u1ed9t s\u1ed1 API \u0111\u00f3ng.<\/li>\n\n\n\n<li><strong>Quy\u1ec1n ri\u00eang t\u01b0 &amp; n\u01a1i l\u01b0u tr\u1eef<\/strong>: ch\u1ea1y t\u1ea1i ch\u1ed7\/trong khu v\u1ef1c \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u ch\u00ednh s\u00e1ch v\u00e0 tu\u00e2n th\u1ee7.<\/li>\n\n\n\n<li><strong>\u0110\u1ed9 tr\u1ec5 \u0111\u1ecba ph\u01b0\u01a1ng<\/strong>: \u0111\u1eb7t suy lu\u1eadn g\u1ea7n ng\u01b0\u1eddi d\u00f9ng\/d\u1eef li\u1ec7u; t\u1eadn d\u1ee5ng \u0111\u1ecbnh tuy\u1ebfn khu v\u1ef1c \u0111\u1ec3 gi\u1ea3m p95.<\/li>\n\n\n\n<li><strong>Kh\u1ea3 n\u0103ng quan s\u00e1t<\/strong>: v\u1edbi t\u1ef1 l\u01b0u tr\u1eef ho\u1eb7c c\u00e1c nh\u00e0 cung c\u1ea5p th\u00e2n thi\u1ec7n v\u1edbi quan s\u00e1t, b\u1ea1n c\u00f3 th\u1ec3 xem th\u00f4ng l\u01b0\u1ee3ng, \u0111\u1ed9 s\u00e2u h\u00e0ng \u0111\u1ee3i v\u00e0 \u0111\u1ed9 tr\u1ec5 t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"three-roads-to-running-llms\">Ba con \u0111\u01b0\u1eddng \u0111\u1ec3 ch\u1ea1y LLMs<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"managed-serverless\">4.1 \u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd (kh\u00f4ng m\u00e1y ch\u1ee7; tr\u1ea3 ti\u1ec1n theo tri\u1ec7u token)<\/h3>\n\n\n\n<p><strong>N\u00f3 l\u00e0 g\u00ec<\/strong>: b\u1ea1n mua suy lu\u1eadn nh\u01b0 m\u1ed9t d\u1ecbch v\u1ee5. Kh\u00f4ng c\u1ea7n c\u00e0i \u0111\u1eb7t driver, kh\u00f4ng c\u1ea7n duy tr\u00ec c\u1ee5m. B\u1ea1n tri\u1ec3n khai m\u1ed9t endpoint v\u00e0 g\u1ecdi n\u00f3 t\u1eeb \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<p><strong>\u01afu \u0111i\u1ec3m<\/strong>: th\u1eddi gian nhanh nh\u1ea5t \u0111\u1ec3 \u0111\u1ea1t gi\u00e1 tr\u1ecb; SRE v\u00e0 t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng \u0111\u01b0\u1ee3c x\u1eed l\u00fd cho b\u1ea1n.<\/p>\n\n\n\n<p><strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: chi ph\u00ed theo token, h\u1ea1n ch\u1ebf c\u1ee7a nh\u00e0 cung c\u1ea5p\/API v\u00e0 ki\u1ec3m so\u00e1t\/h\u1ec7 th\u1ed1ng \u0111o l\u01b0\u1eddng h\u1ea1 t\u1ea7ng h\u1ea1n ch\u1ebf.<\/p>\n\n\n\n<p><strong>L\u1ef1a ch\u1ecdn \u0111i\u1ec3n h\u00ecnh<\/strong>: Hugging Face Inference Endpoints, Together AI, Replicate, Groq (cho \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p) v\u00e0 AWS Bedrock. Nhi\u1ec1u nh\u00f3m b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2y \u0111\u1ec3 tri\u1ec3n khai nhanh ch\u00f3ng, sau \u0111\u00f3 th\u00eam BYOI \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 d\u1ef1 \u0111o\u00e1n chi ph\u00ed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"self-hosted-open-source-llm-hosting\">4.2 L\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf (t\u1ef1 l\u01b0u tr\u1eef)<\/h3>\n\n\n\n<p><strong>N\u00f3 l\u00e0 g\u00ec<\/strong>: b\u1ea1n tri\u1ec3n khai v\u00e0 v\u1eadn h\u00e0nh m\u00f4 h\u00ecnh \u2014 tr\u00ean m\u1ed9t m\u00e1y tr\u1ea1m (v\u00ed d\u1ee5: m\u1ed9t 4090), m\u00e1y ch\u1ee7 t\u1ea1i ch\u1ed7 ho\u1eb7c \u0111\u00e1m m\u00e2y c\u1ee7a b\u1ea1n. B\u1ea1n s\u1edf h\u1eefu vi\u1ec7c m\u1edf r\u1ed9ng, quan s\u00e1t v\u00e0 hi\u1ec7u su\u1ea5t.<\/p>\n\n\n\n<p><strong>\u01afu \u0111i\u1ec3m<\/strong>: ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n tr\u1ecdng s\u1ed1\/th\u1eddi gian ch\u1ea1y\/telemetry; \u0111\u1ea3m b\u1ea3o quy\u1ec1n ri\u00eang t\u01b0\/n\u01a1i l\u01b0u tr\u1eef tuy\u1ec7t v\u1eddi.<\/p>\n\n\n\n<p><strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: b\u1ea1n \u0111\u1ea3m nh\u1eadn kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, SRE, l\u1eadp k\u1ebf ho\u1ea1ch dung l\u01b0\u1ee3ng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh chi ph\u00ed. L\u01b0u l\u01b0\u1ee3ng \u0111\u1ed9t bi\u1ebfn c\u00f3 th\u1ec3 kh\u00f3 kh\u0103n n\u1ebfu kh\u00f4ng c\u00f3 b\u1ed9 \u0111\u1ec7m.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"byoi-decentralized-network-shareai\">4.3 BYOI + m\u1ea1ng phi t\u1eadp trung (ShareAI fusion)<\/h3>\n\n\n\n<p><strong>N\u00f3 l\u00e0 g\u00ec<\/strong>: thi\u1ebft k\u1ebf lai. B\u1ea1n <em>Mang C\u01a1 S\u1edf H\u1ea1 T\u1ea7ng C\u1ee7a Ri\u00eang B\u1ea1n<\/em> (BYOI) v\u00e0 \u01b0u ti\u00ean <strong>h\u00e0ng \u0111\u1ea7u<\/strong> cho suy lu\u1eadn. Khi n\u00fat c\u1ee7a b\u1ea1n b\u1eadn ho\u1eb7c ngo\u1ea1i tuy\u1ebfn, l\u01b0u l\u01b0\u1ee3ng <strong>t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i<\/strong> sang m\u1ed9t <strong>m\u1ea1ng l\u01b0\u1edbi phi t\u1eadp trung<\/strong> v\u00e0\/ho\u1eb7c nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd \u0111\u00e3 \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t \u2014 m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i ph\u00eda kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n<p><strong>\u01afu \u0111i\u1ec3m<\/strong>: ki\u1ec3m so\u00e1t v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 khi b\u1ea1n mu\u1ed1n; kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 \u0111\u00e0n h\u1ed3i khi b\u1ea1n c\u1ea7n. Kh\u00f4ng c\u00f3 th\u1eddi gian nh\u00e0n r\u1ed7i: n\u1ebfu b\u1ea1n ch\u1ecdn tham gia, GPU c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 <strong>ki\u1ebfm ti\u1ec1n<\/strong> khi b\u1ea1n kh\u00f4ng s\u1eed d\u1ee5ng ch\u00fang (Ph\u1ea7n Th\u01b0\u1edfng, Trao \u0110\u1ed5i, ho\u1eb7c Nhi\u1ec7m V\u1ee5). Kh\u00f4ng b\u1ecb kh\u00f3a b\u1edfi m\u1ed9t nh\u00e0 cung c\u1ea5p duy nh\u1ea5t.<\/p>\n\n\n\n<p><strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: thi\u1ebft l\u1eadp ch\u00ednh s\u00e1ch nh\u1eb9 (\u01b0u ti\u00ean, khu v\u1ef1c, h\u1ea1n m\u1ee9c) v\u00e0 nh\u1eadn th\u1ee9c v\u1ec1 tr\u1ea1ng th\u00e1i n\u00fat (tr\u1ef1c tuy\u1ebfn, dung l\u01b0\u1ee3ng, gi\u1edbi h\u1ea1n).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"shareai-in-30-seconds\">ShareAI trong 30 gi\u00e2y<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>M\u1ed9t API, nhi\u1ec1u nh\u00e0 cung c\u1ea5p<\/strong>: duy\u1ec7t qua <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh<\/a> v\u00e0 chuy\u1ec3n \u0111\u1ed5i m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i.<\/li>\n\n\n\n<li><strong>BYOI \u0111\u1ea7u ti\u00ean<\/strong>: \u0111\u1eb7t ch\u00ednh s\u00e1ch \u0111\u1ec3 c\u00e1c n\u00fat c\u1ee7a b\u1ea1n nh\u1eadn l\u01b0u l\u01b0\u1ee3ng tr\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>T\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng<\/strong>: tr\u00e0n sang <strong>m\u1ea1ng phi t\u1eadp trung ShareAI<\/strong> v\u00e0\/ho\u1eb7c c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd m\u00e0 b\u1ea1n cho ph\u00e9p.<\/li>\n\n\n\n<li><strong>Kinh t\u1ebf c\u00f4ng b\u1eb1ng<\/strong>: ph\u1ea7n l\u1edbn m\u1ed7i \u0111\u00f4 la \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ebfn c\u00e1c nh\u00e0 cung c\u1ea5p th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c.<\/li>\n\n\n\n<li><strong>Ki\u1ebfm ti\u1ec1n t\u1eeb th\u1eddi gian nh\u00e0n r\u1ed7i<\/strong>: ch\u1ecdn tham gia v\u00e0 cung c\u1ea5p dung l\u01b0\u1ee3ng GPU d\u1ef1 ph\u00f2ng; ch\u1ecdn Ph\u1ea7n th\u01b0\u1edfng (ti\u1ec1n), Trao \u0111\u1ed5i (t\u00edn d\u1ee5ng), ho\u1eb7c S\u1ee9 m\u1ec7nh (quy\u00ean g\u00f3p).<\/li>\n\n\n\n<li><strong>B\u1eaft \u0111\u1ea7u nhanh<\/strong>: th\u1eed nghi\u1ec7m trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a>, sau \u0111\u00f3 t\u1ea1o m\u1ed9t kh\u00f3a trong <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n<\/a>. Xem <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-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">API B\u1eaft \u0111\u1ea7u<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"how-byoi-with-shareai-works\">C\u00e1ch BYOI v\u1edbi ShareAI ho\u1ea1t \u0111\u1ed9ng (\u01b0u ti\u00ean thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n + d\u1ef1 ph\u00f2ng th\u00f4ng minh)<\/h2>\n\n\n\n<p>Trong ShareAI b\u1ea1n ki\u1ec3m so\u00e1t \u01b0u ti\u00ean \u0111\u1ecbnh tuy\u1ebfn <em>theo kh\u00f3a API<\/em> s\u1eed d\u1ee5ng <strong>\u01afu ti\u00ean tr\u00ean Thi\u1ebft b\u1ecb c\u1ee7a t\u00f4i<\/strong> chuy\u1ec3n \u0111\u1ed5i. C\u00e0i \u0111\u1eb7t n\u00e0y quy\u1ebft \u0111\u1ecbnh li\u1ec7u c\u00e1c y\u00eau c\u1ea7u c\u00f3 th\u1eed <strong>c\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i c\u1ee7a b\u1ea1n tr\u01b0\u1edbc ti\u00ean<\/strong> ho\u1eb7c l\u00e0 <strong>m\u1ea1ng c\u1ed9ng \u0111\u1ed3ng tr\u01b0\u1edbc<\/strong> \u2014 <em>nh\u01b0ng ch\u1ec9<\/em> khi m\u00f4 h\u00ecnh y\u00eau c\u1ea7u c\u00f3 s\u1eb5n \u1edf c\u1ea3 hai n\u01a1i.<\/p>\n\n\n\n<p><strong>Chuy\u1ec3n \u0111\u1ebfn:<\/strong> <a href=\"#understand-the-toggle\">Hi\u1ec3u v\u1ec1 c\u00f4ng t\u1eafc chuy\u1ec3n \u0111\u1ed5i<\/a> \u00b7 <a href=\"#what-it-controls\">Nh\u1eefng g\u00ec n\u00f3 ki\u1ec3m so\u00e1t<\/a> \u00b7 <a href=\"#off-default\">T\u1eaeT (m\u1eb7c \u0111\u1ecbnh)<\/a> \u00b7 <a href=\"#on-local-first\">B\u1eacT (\u01b0u ti\u00ean c\u1ee5c b\u1ed9)<\/a> \u00b7 <a href=\"#where-to-change\">N\u01a1i \u0111\u1ec3 thay \u0111\u1ed5i n\u00f3<\/a> \u00b7 <a href=\"#usage-patterns\">M\u1eabu s\u1eed d\u1ee5ng<\/a> \u00b7 <a href=\"#byoi-checklist\">Danh s\u00e1ch ki\u1ec3m tra nhanh<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"understand-the-toggle\">Hi\u1ec3u v\u1ec1 c\u00f4ng t\u1eafc chuy\u1ec3n \u0111\u1ed5i (theo kh\u00f3a API)<\/h3>\n\n\n\n<p>T\u00f9y ch\u1ecdn \u0111\u01b0\u1ee3c l\u01b0u cho m\u1ed7i kh\u00f3a API. C\u00e1c \u1ee9ng d\u1ee5ng\/m\u00f4i tr\u01b0\u1eddng kh\u00e1c nhau c\u00f3 th\u1ec3 gi\u1eef c\u00e1c h\u00e0nh vi \u0111\u1ecbnh tuy\u1ebfn kh\u00e1c nhau \u2014 v\u00ed d\u1ee5, m\u1ed9t kh\u00f3a s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c \u0111\u1eb7t th\u00e0nh \u01b0u ti\u00ean c\u1ed9ng \u0111\u1ed3ng v\u00e0 m\u1ed9t kh\u00f3a th\u1eed nghi\u1ec7m \u0111\u01b0\u1ee3c \u0111\u1eb7t th\u00e0nh \u01b0u ti\u00ean thi\u1ebft b\u1ecb.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"what-it-controls\">C\u00e0i \u0111\u1eb7t n\u00e0y ki\u1ec3m so\u00e1t \u0111i\u1ec1u g\u00ec<\/h3>\n\n\n\n<p>Khi m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 s\u1eb5n tr\u00ean <strong>c\u1ea3 hai<\/strong> thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n v\u00e0 m\u1ea1ng c\u1ed9ng \u0111\u1ed3ng, c\u00f4ng t\u1eafc ch\u1ecdn nh\u00f3m n\u00e0o ShareAI s\u1ebd <em>truy v\u1ea5n tr\u01b0\u1edbc<\/em>. N\u1ebfu m\u00f4 h\u00ecnh ch\u1ec9 c\u00f3 s\u1eb5n trong m\u1ed9t nh\u00f3m, nh\u00f3m \u0111\u00f3 s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1ea5t k\u1ec3 c\u00f4ng t\u1eafc.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"off-default\">Khi t\u1eaft (m\u1eb7c \u0111\u1ecbnh)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ShareAI c\u1ed1 g\u1eafng ph\u00e2n b\u1ed5 y\u00eau c\u1ea7u \u0111\u1ebfn m\u1ed9t <strong>thi\u1ebft b\u1ecb c\u1ed9ng \u0111\u1ed3ng<\/strong> chia s\u1ebb m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u.<\/li>\n\n\n\n<li>N\u1ebfu kh\u00f4ng c\u00f3 thi\u1ebft b\u1ecb c\u1ed9ng \u0111\u1ed3ng n\u00e0o c\u00f3 s\u1eb5n cho m\u00f4 h\u00ecnh \u0111\u00f3, ShareAI sau \u0111\u00f3 th\u1eed <strong>thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i c\u1ee7a b\u1ea1n<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p><em>T\u1ed1t cho<\/em>: gi\u1ea3m t\u1ea3i t\u00ednh to\u00e1n v\u00e0 gi\u1ea3m thi\u1ec3u s\u1eed d\u1ee5ng tr\u00ean m\u00e1y c\u1ee5c b\u1ed9 c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"on-local-first\">Khi b\u1eadt (\u01b0u ti\u00ean c\u1ee5c b\u1ed9)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ShareAI tr\u01b0\u1edbc ti\u00ean ki\u1ec3m tra xem c\u00f3 b\u1ea5t k\u1ef3 <strong>thi\u1ebft b\u1ecb n\u00e0o c\u1ee7a b\u1ea1n<\/strong> (tr\u1ef1c tuy\u1ebfn v\u00e0 chia s\u1ebb m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u) c\u00f3 th\u1ec3 x\u1eed l\u00fd y\u00eau c\u1ea7u.<\/li>\n\n\n\n<li>N\u1ebfu kh\u00f4ng c\u00f3 m\u00f4 h\u00ecnh n\u00e0o \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n, ShareAI s\u1ebd chuy\u1ec3n sang m\u1ed9t <strong>thi\u1ebft b\u1ecb c\u1ed9ng \u0111\u1ed3ng<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p><em>T\u1ed1t cho<\/em>: hi\u1ec7u su\u1ea5t nh\u1ea5t qu\u00e1n, t\u00ednh \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 khi b\u1ea1n mu\u1ed1n y\u00eau c\u1ea7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd tr\u00ean ph\u1ea7n c\u1ee9ng c\u1ee7a m\u00ecnh n\u1ebfu c\u00f3 th\u1ec3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"where-to-change\">N\u01a1i \u0111\u1ec3 thay \u0111\u1ed5i n\u00f3<\/h3>\n\n\n\n<p>M\u1edf <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n API Key<\/a>. Chuy\u1ec3n \u0111\u1ed5i <strong>\u01afu ti\u00ean tr\u00ean Thi\u1ebft b\u1ecb c\u1ee7a t\u00f4i<\/strong> b\u00ean c\u1ea1nh nh\u00e3n kh\u00f3a. \u0110i\u1ec1u ch\u1ec9nh b\u1ea5t k\u1ef3 l\u00fac n\u00e0o cho t\u1eebng kh\u00f3a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"usage-patterns\">C\u00e1c m\u1eabu s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c khuy\u1ebfn ngh\u1ecb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ebf \u0111\u1ed9 t\u1ea3i (T\u1eaeT)<\/strong>: \u01afu ti\u00ean <strong>c\u1ed9ng \u0111\u1ed3ng tr\u01b0\u1edbc<\/strong>; thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n ch\u1ec9 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng n\u1ebfu kh\u00f4ng c\u00f3 kh\u1ea3 n\u0103ng c\u1ed9ng \u0111\u1ed3ng n\u00e0o kh\u1ea3 d\u1ee5ng cho m\u00f4 h\u00ecnh \u0111\u00f3.<\/li>\n\n\n\n<li><strong>Ch\u1ebf \u0111\u1ed9 \u01b0u ti\u00ean c\u1ee5c b\u1ed9 (B\u1eacT)<\/strong>: \u01afu ti\u00ean <strong>thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n tr\u01b0\u1edbc<\/strong>; ShareAI ch\u1ec9 chuy\u1ec3n sang c\u1ed9ng \u0111\u1ed3ng khi thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n kh\u00f4ng th\u1ec3 x\u1eed l\u00fd c\u00f4ng vi\u1ec7c.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"byoi-checklist\">Danh s\u00e1ch ki\u1ec3m tra nhanh<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>X\u00e1c nh\u1eadn m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c chia s\u1ebb tr\u00ean <strong>c\u1ea3 hai<\/strong> thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n v\u00e0 c\u1ed9ng \u0111\u1ed3ng; n\u1ebfu kh\u00f4ng, n\u00fat chuy\u1ec3n \u0111\u1ed5i s\u1ebd kh\u00f4ng \u00e1p d\u1ee5ng.<\/li>\n\n\n\n<li>\u0110\u1eb7t n\u00fat chuy\u1ec3n \u0111\u1ed5i tr\u00ean <strong>kh\u00f3a API ch\u00ednh x\u00e1c<\/strong> \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n s\u1eed d\u1ee5ng (c\u00e1c kh\u00f3a c\u00f3 th\u1ec3 c\u00f3 c\u00e1c t\u00f9y ch\u1ecdn kh\u00e1c nhau).<\/li>\n\n\n\n<li>G\u1eedi y\u00eau c\u1ea7u th\u1eed nghi\u1ec7m v\u00e0 x\u00e1c minh \u0111\u01b0\u1eddng d\u1eabn (thi\u1ebft b\u1ecb so v\u1edbi c\u1ed9ng \u0111\u1ed3ng) kh\u1edbp v\u1edbi ch\u1ebf \u0111\u1ed9 b\u1ea1n \u0111\u00e3 ch\u1ecdn.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"quick-comparison-matrix\">Ma tr\u1eadn so s\u00e1nh nhanh (c\u00e1c nh\u00e0 cung c\u1ea5p trong nh\u00e1y m\u1eaft)<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Nh\u00e0 cung c\u1ea5p \/ \u0110\u01b0\u1eddng d\u1eabn<\/th><th>T\u1ed1t nh\u1ea5t cho<\/th><th>Danh m\u1ee5c tr\u1ecdng l\u01b0\u1ee3ng m\u1edf<\/th><th>Tinh ch\u1ec9nh<\/th><th>H\u1ed3 s\u01a1 \u0111\u1ed9 tr\u1ec5<\/th><th>Ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh gi\u00e1<\/th><th>Khu v\u1ef1c \/ t\u1ea1i ch\u1ed7<\/th><th>D\u1ef1 ph\u00f2ng \/ chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng<\/th><th>Ph\u00f9 h\u1ee3p BYOI<\/th><th>Ghi ch\u00fa<\/th><\/tr><\/thead><tbody><tr><td><strong>AWS Bedrock<\/strong> (\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd)<\/td><td>Tu\u00e2n th\u1ee7 doanh nghi\u1ec7p &amp; h\u1ec7 sinh th\u00e1i AWS<\/td><td>B\u1ed9 s\u01b0u t\u1eadp \u0111\u01b0\u1ee3c ch\u1ecdn l\u1ecdc (m\u1edf + \u0111\u1ed9c quy\u1ec1n)<\/td><td>C\u00f3 (th\u00f4ng qua SageMaker)<\/td><td>V\u1eefng ch\u1eafc; ph\u1ee5 thu\u1ed9c v\u00e0o khu v\u1ef1c<\/td><td>Theo y\u00eau c\u1ea7u\/token<\/td><td>\u0110a khu v\u1ef1c<\/td><td>C\u00f3 (th\u00f4ng qua \u1ee9ng d\u1ee5ng)<\/td><td>Cho ph\u00e9p d\u1ef1 ph\u00f2ng<\/td><td>IAM m\u1ea1nh m\u1ebd, ch\u00ednh s\u00e1ch<\/td><\/tr><tr><td><strong>\u0110i\u1ec3m cu\u1ed1i suy lu\u1eadn Hugging Face<\/strong> (\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd)<\/td><td>OSS th\u00e2n thi\u1ec7n v\u1edbi nh\u00e0 ph\u00e1t tri\u1ec3n v\u1edbi s\u1ee9c h\u00fat c\u1ed9ng \u0111\u1ed3ng<\/td><td>L\u1edbn th\u00f4ng qua Hub<\/td><td>B\u1ed9 \u0111i\u1ec1u h\u1ee3p &amp; container t\u00f9y ch\u1ec9nh<\/td><td>T\u1ed1t; t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng<\/td><td>M\u1ed7i \u0111i\u1ec3m cu\u1ed1i\/s\u1eed d\u1ee5ng<\/td><td>\u0110a khu v\u1ef1c<\/td><td>C\u00f3<\/td><td>Ch\u00ednh ho\u1eb7c d\u1ef1 ph\u00f2ng<\/td><td>C\u00e1c container t\u00f9y ch\u1ec9nh<\/td><\/tr><tr><td><strong>C\u00f9ng AI<\/strong> (\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd)<\/td><td>Quy m\u00f4 &amp; hi\u1ec7u su\u1ea5t tr\u00ean tr\u1ecdng s\u1ed1 m\u1edf<\/td><td>Danh m\u1ee5c r\u1ed9ng<\/td><td>C\u00f3<\/td><td>L\u01b0u l\u01b0\u1ee3ng c\u1ea1nh tranh<\/td><td>Token s\u1eed d\u1ee5ng<\/td><td>\u0110a khu v\u1ef1c<\/td><td>C\u00f3<\/td><td>Tr\u00e0n t\u1ed1t<\/td><td>T\u00f9y ch\u1ecdn \u0111\u00e0o t\u1ea1o<\/td><\/tr><tr><td><strong>Nh\u00e2n b\u1ea3n<\/strong> (\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd)<\/td><td>T\u1ea1o m\u1eabu nhanh &amp; ML tr\u1ef1c quan<\/td><td>R\u1ed9ng (h\u00ecnh \u1ea3nh\/video\/v\u0103n b\u1ea3n)<\/td><td>Gi\u1edbi h\u1ea1n<\/td><td>T\u1ed1t cho c\u00e1c th\u00ed nghi\u1ec7m<\/td><td>Tr\u1ea3 ph\u00ed theo nhu c\u1ea7u<\/td><td>V\u00f9ng \u0111\u00e1m m\u00e2y<\/td><td>C\u00f3<\/td><td>C\u1ea5p \u0111\u1ed9 th\u1eed nghi\u1ec7m<\/td><td>C\u00e1c container Cog<\/td><\/tr><tr><td><strong>Groq<\/strong> (\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd)<\/td><td>Suy lu\u1eadn \u0111\u1ed9 tr\u1ec5 si\u00eau th\u1ea5p<\/td><td>B\u1ed9 \u0111\u01b0\u1ee3c ch\u1ecdn l\u1ecdc<\/td><td>Kh\u00f4ng ph\u1ea3i tr\u1ecdng t\u00e2m ch\u00ednh<\/td><td><strong>p95 r\u1ea5t th\u1ea5p<\/strong><\/td><td>S\u1eed d\u1ee5ng<\/td><td>V\u00f9ng \u0111\u00e1m m\u00e2y<\/td><td>C\u00f3<\/td><td>C\u1ea5p \u0111\u1ed9 tr\u1ec5<\/td><td>Chip t\u00f9y ch\u1ec9nh<\/td><\/tr><tr><td><strong>io.net<\/strong> (Phi t\u1eadp trung)<\/td><td>Cung c\u1ea5p GPU \u0111\u1ed9ng<\/td><td>Thay \u0111\u1ed5i<\/td><td>Kh\u00f4ng \u00e1p d\u1ee5ng<\/td><td>Thay \u0111\u1ed5i<\/td><td>S\u1eed d\u1ee5ng<\/td><td>To\u00e0n c\u1ea7u<\/td><td>Kh\u00f4ng \u00e1p d\u1ee5ng<\/td><td>K\u1ebft h\u1ee3p theo nhu c\u1ea7u<\/td><td>Hi\u1ec7u \u1ee9ng m\u1ea1ng<\/td><\/tr><tr><td><strong>Chia s\u1ebbAI<\/strong> (BYOI + M\u1ea1ng)<\/td><td>Ki\u1ec3m so\u00e1t + kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i + thu nh\u1eadp<\/td><td>Th\u1ecb tr\u01b0\u1eddng tr\u00ean c\u00e1c nh\u00e0 cung c\u1ea5p<\/td><td>C\u00f3 (th\u00f4ng qua \u0111\u1ed1i t\u00e1c)<\/td><td>C\u1ea1nh tranh; d\u1ef1a tr\u00ean ch\u00ednh s\u00e1ch<\/td><td>S\u1eed d\u1ee5ng (+ t\u00f9y ch\u1ecdn thu nh\u1eadp)<\/td><td>\u0110\u1ecbnh tuy\u1ebfn khu v\u1ef1c<\/td><td><strong>B\u1ea3n \u0111\u1ecba<\/strong><\/td><td><strong>BYOI \u0111\u1ea7u ti\u00ean<\/strong><\/td><td>API h\u1ee3p nh\u1ea5t<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"provider-profiles\">H\u1ed3 s\u01a1 nh\u00e0 cung c\u1ea5p (\u0111\u1ecdc ng\u1eafn)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">AWS Bedrock (Qu\u1ea3n l\u00fd)<\/h3>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho<\/strong>: tu\u00e2n th\u1ee7 c\u1ea5p doanh nghi\u1ec7p, t\u00edch h\u1ee3p IAM, ki\u1ec3m so\u00e1t trong khu v\u1ef1c. <strong>\u0110i\u1ec3m m\u1ea1nh<\/strong>: t\u01b0 th\u1ebf b\u1ea3o m\u1eadt, danh m\u1ee5c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ch\u1ecdn l\u1ecdc (m\u1edf + \u0111\u1ed9c quy\u1ec1n). <strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: c\u00f4ng c\u1ee5 t\u1eadp trung AWS; chi ph\u00ed\/qu\u1ea3n tr\u1ecb y\u00eau c\u1ea7u thi\u1ebft l\u1eadp c\u1ea9n th\u1eadn. <strong>K\u1ebft h\u1ee3p v\u1edbi ShareAI<\/strong>: gi\u1eef Bedrock l\u00e0m ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u00ean cho c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c quy \u0111\u1ecbnh trong khi ch\u1ea1y l\u01b0u l\u01b0\u1ee3ng h\u00e0ng ng\u00e0y tr\u00ean c\u00e1c n\u00fat c\u1ee7a ri\u00eang b\u1ea1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hugging Face Inference Endpoints (Qu\u1ea3n l\u00fd)<\/h3>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho<\/strong>: l\u01b0u tr\u1eef OSS th\u00e2n thi\u1ec7n v\u1edbi nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u1ed9ng \u0111\u1ed3ng Hub. <strong>\u0110i\u1ec3m m\u1ea1nh<\/strong>: danh m\u1ee5c m\u00f4 h\u00ecnh l\u1edbn, container t\u00f9y ch\u1ec9nh, b\u1ed9 \u0111i\u1ec1u h\u1ee3p. <strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: chi ph\u00ed \u0111i\u1ec3m cu\u1ed1i\/egress; b\u1ea3o tr\u00ec container cho nhu c\u1ea7u t\u00f9y ch\u1ec9nh. <strong>K\u1ebft h\u1ee3p v\u1edbi ShareAI<\/strong>: \u0111\u1eb7t HF l\u00e0m ch\u00ednh cho c\u00e1c m\u00f4 h\u00ecnh c\u1ee5 th\u1ec3 v\u00e0 k\u00edch ho\u1ea1t ShareAI d\u1ef1 ph\u00f2ng \u0111\u1ec3 gi\u1eef UX m\u01b0\u1ee3t m\u00e0 trong th\u1eddi gian cao \u0111i\u1ec3m.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Together AI (Qu\u1ea3n l\u00fd)<\/h3>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho<\/strong>: hi\u1ec7u su\u1ea5t \u1edf quy m\u00f4 l\u1edbn tr\u00ean c\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf. <strong>\u0110i\u1ec3m m\u1ea1nh<\/strong>: th\u00f4ng l\u01b0\u1ee3ng c\u1ea1nh tranh, t\u00f9y ch\u1ecdn \u0111\u00e0o t\u1ea1o\/tinh ch\u1ec9nh, \u0111a khu v\u1ef1c. <strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: s\u1ef1 ph\u00f9 h\u1ee3p gi\u1eefa m\u00f4 h\u00ecnh\/nhi\u1ec7m v\u1ee5 thay \u0111\u1ed5i; ki\u1ec3m tra tr\u01b0\u1edbc. <strong>K\u1ebft h\u1ee3p v\u1edbi ShareAI<\/strong>: ch\u1ea1y c\u01a1 s\u1edf BYOI v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ebfn Together \u0111\u1ec3 duy tr\u00ec p95 nh\u1ea5t qu\u00e1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Replicate (Qu\u1ea3n l\u00fd)<\/h3>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho<\/strong>: t\u1ea1o m\u1eabu nhanh, \u0111\u01b0\u1eddng d\u1eabn h\u00ecnh \u1ea3nh\/video, v\u00e0 tri\u1ec3n khai \u0111\u01a1n gi\u1ea3n. <strong>\u0110i\u1ec3m m\u1ea1nh<\/strong>: container Cog, danh m\u1ee5c r\u1ed9ng ngo\u00e0i v\u0103n b\u1ea3n. <strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng r\u1ebb nh\u1ea5t cho s\u1ea3n xu\u1ea5t \u1ed5n \u0111\u1ecbnh. <strong>K\u1ebft h\u1ee3p v\u1edbi ShareAI<\/strong>: gi\u1eef Replicate cho c\u00e1c th\u00ed nghi\u1ec7m v\u00e0 m\u00f4 h\u00ecnh chuy\u00ean bi\u1ec7t; \u0111\u1ecbnh tuy\u1ebfn s\u1ea3n xu\u1ea5t qua BYOI v\u1edbi d\u1ef1 ph\u00f2ng ShareAI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Groq (Qu\u1ea3n l\u00fd, chip t\u00f9y ch\u1ec9nh)<\/h3>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho<\/strong>: suy lu\u1eadn \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p n\u01a1i p95 quan tr\u1ecdng (\u1ee9ng d\u1ee5ng th\u1eddi gian th\u1ef1c). <strong>\u0110i\u1ec3m m\u1ea1nh<\/strong>: ki\u1ebfn tr\u00fac x\u00e1c \u0111\u1ecbnh; th\u00f4ng l\u01b0\u1ee3ng tuy\u1ec7t v\u1eddi \u1edf batch-1. <strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c tuy\u1ec3n ch\u1ecdn. <strong>K\u1ebft h\u1ee3p v\u1edbi ShareAI<\/strong>: th\u00eam Groq nh\u01b0 m\u1ed9t t\u1ea7ng \u0111\u1ed9 tr\u1ec5 trong ch\u00ednh s\u00e1ch ShareAI c\u1ee7a b\u1ea1n \u0111\u1ec3 c\u00f3 tr\u1ea3i nghi\u1ec7m d\u01b0\u1edbi m\u1ed9t gi\u00e2y trong th\u1eddi gian cao \u0111i\u1ec3m.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">io.net (Phi t\u1eadp trung)<\/h3>\n\n\n\n<p><strong>T\u1ed1t nh\u1ea5t cho<\/strong>: cung c\u1ea5p GPU \u0111\u1ed9ng th\u00f4ng qua m\u1ea1ng c\u1ed9ng \u0111\u1ed3ng. <strong>\u0110i\u1ec3m m\u1ea1nh<\/strong>: ph\u1ea1m vi n\u0103ng l\u1ef1c. <strong>S\u1ef1 \u0111\u00e1nh \u0111\u1ed5i<\/strong>: hi\u1ec7u su\u1ea5t bi\u1ebfn \u0111\u1ed5i; ch\u00ednh s\u00e1ch v\u00e0 gi\u00e1m s\u00e1t l\u00e0 ch\u00eca kh\u00f3a. <strong>K\u1ebft h\u1ee3p v\u1edbi ShareAI<\/strong>: k\u1ebft h\u1ee3p ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng phi t\u1eadp trung v\u1edbi c\u01a1 s\u1edf BYOI c\u1ee7a b\u1ea1n \u0111\u1ec3 c\u00f3 t\u00ednh \u0111\u00e0n h\u1ed3i v\u1edbi c\u00e1c r\u00e0o ch\u1eafn b\u1ea3o v\u1ec7.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"where-shareai-fits\">V\u1ecb tr\u00ed c\u1ee7a ShareAI so v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p kh\u00e1c (h\u01b0\u1edbng d\u1eabn quy\u1ebft \u0111\u1ecbnh)<\/h2>\n\n\n\n<p><strong>Chia s\u1ebbAI<\/strong> n\u1eb1m \u1edf gi\u1eefa nh\u01b0 m\u1ed9t <em>\u201ct\u1ed1t nh\u1ea5t c\u1ee7a c\u1ea3 hai th\u1ebf gi\u1edbi\u201d<\/em> l\u1edbp. B\u1ea1n c\u00f3 th\u1ec3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ea1y tr\u00ean ph\u1ea7n c\u1ee9ng c\u1ee7a ri\u00eang b\u1ea1n tr\u01b0\u1edbc<\/strong> (\u01b0u ti\u00ean BYOI).<\/li>\n\n\n\n<li><strong>B\u00f9ng n\u1ed5<\/strong> t\u1edbi m\u1ea1ng phi t\u1eadp trung t\u1ef1 \u0111\u1ed9ng khi b\u1ea1n c\u1ea7n t\u00ednh \u0111\u00e0n h\u1ed3i.<\/li>\n\n\n\n<li><strong>T\u00f9y ch\u1ecdn \u0111\u1ecbnh tuy\u1ebfn<\/strong> \u0111\u1ebfn c\u00e1c \u0111i\u1ec3m cu\u1ed1i \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd c\u1ee5 th\u1ec3 v\u00ec l\u00fd do \u0111\u1ed9 tr\u1ec5, gi\u00e1 c\u1ea3 ho\u1eb7c tu\u00e2n th\u1ee7.<\/li>\n<\/ul>\n\n\n\n<p><strong>Lu\u1ed3ng quy\u1ebft \u0111\u1ecbnh<\/strong>: n\u1ebfu ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u nghi\u00eam ng\u1eb7t, \u0111\u1eb7t \u01b0u ti\u00ean BYOI v\u00e0 h\u1ea1n ch\u1ebf fallback \u0111\u1ebfn c\u00e1c v\u00f9ng\/nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t. N\u1ebfu \u0111\u1ed9 tr\u1ec5 l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u, th\u00eam m\u1ed9t t\u1ea7ng \u0111\u1ed9 tr\u1ec5 th\u1ea5p (v\u00ed d\u1ee5: Groq). N\u1ebfu kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c t\u0103ng \u0111\u1ed9t bi\u1ebfn, gi\u1eef m\u1ed9t c\u01a1 s\u1edf BYOI g\u1ecdn nh\u1eb9 v\u00e0 \u0111\u1ec3 m\u1ea1ng ShareAI x\u1eed l\u00fd c\u00e1c \u0111\u1ec9nh cao.<\/p>\n\n\n\n<p>Th\u1eed nghi\u1ec7m an to\u00e0n trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a> tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng ch\u00ednh s\u00e1ch v\u00e0o s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"performance-latency-reliability\">Hi\u1ec7u su\u1ea5t, \u0111\u1ed9 tr\u1ec5 &amp; \u0111\u1ed9 tin c\u1eady (m\u1eabu thi\u1ebft k\u1ebf)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>X\u1eed l\u00fd theo l\u00f4 &amp; b\u1ed9 nh\u1edb \u0111\u1ec7m<\/strong>: t\u00e1i s\u1eed d\u1ee5ng b\u1ed9 nh\u1edb \u0111\u1ec7m KV n\u1ebfu c\u00f3 th\u1ec3; l\u01b0u tr\u1eef c\u00e1c l\u1eddi nh\u1eafc th\u01b0\u1eddng xuy\u00ean; truy\u1ec1n k\u1ebft qu\u1ea3 khi n\u00f3 c\u1ea3i thi\u1ec7n UX.<\/li>\n\n\n\n<li><strong>Gi\u1ea3i m\u00e3 d\u1ef1 \u0111o\u00e1n<\/strong>: n\u1ebfu \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3, n\u00f3 c\u00f3 th\u1ec3 gi\u1ea3m \u0111\u1ed9 tr\u1ec5 \u0111u\u00f4i.<\/li>\n\n\n\n<li><strong>\u0110a khu v\u1ef1c<\/strong>: \u0111\u1eb7t c\u00e1c n\u00fat BYOI g\u1ea7n ng\u01b0\u1eddi d\u00f9ng; th\u00eam c\u00e1c fallback khu v\u1ef1c; ki\u1ec3m tra failover th\u01b0\u1eddng xuy\u00ean.<\/li>\n\n\n\n<li><strong>Kh\u1ea3 n\u0103ng quan s\u00e1t<\/strong>: theo d\u00f5i token\/gi\u00e2y, \u0111\u1ed9 s\u00e2u h\u00e0ng \u0111\u1ee3i, p95 v\u00e0 c\u00e1c s\u1ef1 ki\u1ec7n failover; tinh ch\u1ec9nh ng\u01b0\u1ee1ng ch\u00ednh s\u00e1ch.<\/li>\n\n\n\n<li><strong>SLOs\/SLAs<\/strong>: c\u01a1 s\u1edf BYOI + fallback m\u1ea1ng c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng m\u1ee5c ti\u00eau m\u00e0 kh\u00f4ng c\u1ea7n cung c\u1ea5p qu\u00e1 m\u1ee9c.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"governance-compliance-residency\">Qu\u1ea3n tr\u1ecb, tu\u00e2n th\u1ee7 &amp; n\u01a1i l\u01b0u tr\u1eef d\u1eef li\u1ec7u<\/h2>\n\n\n\n<p><strong>T\u1ef1 l\u01b0u tr\u1eef<\/strong> cho ph\u00e9p b\u1ea1n gi\u1eef d\u1eef li\u1ec7u \u1edf tr\u1ea1ng th\u00e1i ngh\u1ec9 ch\u00ednh x\u00e1c n\u01a1i b\u1ea1n ch\u1ecdn (on-prem ho\u1eb7c trong khu v\u1ef1c). V\u1edbi ShareAI, s\u1eed d\u1ee5ng <strong>\u0111\u1ecbnh tuy\u1ebfn khu v\u1ef1c<\/strong> v\u00e0 danh s\u00e1ch cho ph\u00e9p \u0111\u1ec3 fallback ch\u1ec9 x\u1ea3y ra \u0111\u1ebfn c\u00e1c v\u00f9ng\/nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t. Gi\u1eef nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n v\u00e0 d\u1ea5u v\u1ebft t\u1ea1i c\u1ed5ng c\u1ee7a b\u1ea1n; ghi l\u1ea1i khi fallback x\u1ea3y ra v\u00e0 \u0111\u1ebfn tuy\u1ebfn n\u00e0o.<\/p>\n\n\n\n<p>T\u00e0i li\u1ec7u tham kh\u1ea3o v\u00e0 ghi ch\u00fa tri\u1ec3n khai n\u1eb1m trong <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00e0i li\u1ec7u ShareAI<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"cost-modeling\">M\u00f4 h\u00ecnh chi ph\u00ed: \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd vs t\u1ef1 l\u01b0u tr\u1eef vs BYOI + phi t\u1eadp trung<\/h2>\n\n\n\n<p>Suy ngh\u0129 v\u1ec1 CAPEX so v\u1edbi OPEX v\u00e0 m\u1ee9c s\u1eed d\u1ee5ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd<\/strong> l\u00e0 OPEX thu\u1ea7n t\u00fay: b\u1ea1n tr\u1ea3 ti\u1ec1n cho m\u1ee9c ti\u00eau th\u1ee5 v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c t\u00ednh \u0111\u00e0n h\u1ed3i m\u00e0 kh\u00f4ng c\u1ea7n SRE. D\u1ef1 ki\u1ebfn s\u1ebd tr\u1ea3 th\u00eam ph\u00ed cho m\u1ed7i token \u0111\u1ec3 ti\u1ec7n l\u1ee3i.<\/li>\n\n\n\n<li><strong>T\u1ef1 l\u01b0u tr\u1eef<\/strong> k\u1ebft h\u1ee3p CAPEX\/thu\u00ea, n\u0103ng l\u01b0\u1ee3ng v\u00e0 th\u1eddi gian v\u1eadn h\u00e0nh. N\u00f3 v\u01b0\u1ee3t tr\u1ed9i khi m\u1ee9c s\u1eed d\u1ee5ng c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n ho\u1eb7c cao, ho\u1eb7c khi ki\u1ec3m so\u00e1t l\u00e0 \u0111i\u1ec1u t\u1ed1i quan tr\u1ecdng.<\/li>\n\n\n\n<li><strong>BYOI + ShareAI<\/strong> \u0111i\u1ec1u ch\u1ec9nh k\u00edch th\u01b0\u1edbc c\u01a1 b\u1ea3n c\u1ee7a b\u1ea1n v\u00e0 cho ph\u00e9p d\u1ef1 ph\u00f2ng b\u1eaft k\u1ecbp \u0111\u1ec9nh. Quan tr\u1ecdng l\u00e0 b\u1ea1n c\u00f3 th\u1ec3 <strong>ki\u1ebfm ti\u1ec1n<\/strong> khi thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n s\u1ebd nh\u00e0n r\u1ed7i \u2014 gi\u1ea3m chi ph\u00ed TCO.<\/li>\n<\/ul>\n\n\n\n<p>So s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh v\u00e0 chi ph\u00ed tuy\u1ebfn \u0111\u01b0\u1eddng \u0111i\u1ec3n h\u00ecnh trong <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh<\/a>, v\u00e0 theo d\u00f5i <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Ph\u00e1t h\u00e0nh<\/a> ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm c\u00e1c t\u00f9y ch\u1ecdn m\u1edbi v\u00e0 gi\u1ea3m gi\u00e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"getting-started\">T\u1eebng b\u01b0\u1edbc: b\u1eaft \u0111\u1ea7u<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f9y ch\u1ecdn A \u2014 \u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd (kh\u00f4ng m\u00e1y ch\u1ee7)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ecdn m\u1ed9t nh\u00e0 cung c\u1ea5p (HF\/Together\/Replicate\/Groq\/Bedrock\/ShareAI).<\/li>\n\n\n\n<li>Tri\u1ec3n khai m\u1ed9t \u0111i\u1ec3m cu\u1ed1i cho m\u00f4 h\u00ecnh c\u1ee7a b\u1ea1n.<\/li>\n\n\n\n<li>G\u1ecdi n\u00f3 t\u1eeb \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n; th\u00eam th\u1eed l\u1ea1i; gi\u00e1m s\u00e1t p95 v\u00e0 l\u1ed7i.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f9y ch\u1ecdn B \u2014 LLM m\u00e3 ngu\u1ed3n m\u1edf Hosting (t\u1ef1 l\u01b0u tr\u1eef)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ch\u1ecdn runtime (v\u00ed d\u1ee5: vLLM\/TGI) v\u00e0 ph\u1ea7n c\u1ee9ng.<\/li>\n\n\n\n<li>\u0110\u00f3ng g\u00f3i container; th\u00eam s\u1ed1 li\u1ec7u\/xu\u1ea5t d\u1eef li\u1ec7u; c\u1ea5u h\u00ecnh t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng n\u1ebfu c\u00f3 th\u1ec3.<\/li>\n\n\n\n<li>\u0110\u1eb7t tr\u01b0\u1edbc v\u1edbi m\u1ed9t gateway; c\u00e2n nh\u1eafc m\u1ed9t fallback qu\u1ea3n l\u00fd nh\u1ecf \u0111\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 tr\u1ec5 cu\u1ed1i.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">T\u00f9y ch\u1ecdn C \u2014 BYOI v\u1edbi ShareAI (lai)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e0i \u0111\u1eb7t agent v\u00e0 \u0111\u0103ng k\u00fd node(s) c\u1ee7a b\u1ea1n.<\/li>\n\n\n\n<li>\u0110\u1eb7t <em>\u01afu ti\u00ean tr\u00ean Thi\u1ebft b\u1ecb c\u1ee7a t\u00f4i<\/em> theo key \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi \u00fd \u0111\u1ecbnh c\u1ee7a b\u1ea1n (T\u1eaeT = \u01b0u ti\u00ean c\u1ed9ng \u0111\u1ed3ng; B\u1eacT = \u01b0u ti\u00ean thi\u1ebft b\u1ecb).<\/li>\n\n\n\n<li>Th\u00eam fallback: m\u1ea1ng ShareAI + nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u00ean; \u0111\u1eb7t v\u00f9ng\/quota.<\/li>\n\n\n\n<li>K\u00edch ho\u1ea1t ph\u1ea7n th\u01b0\u1edfng (t\u00f9y ch\u1ecdn) \u0111\u1ec3 thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n ki\u1ebfm ti\u1ec1n khi nh\u00e0n r\u1ed7i.<\/li>\n\n\n\n<li>Ki\u1ec3m tra trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a>, sau \u0111\u00f3 tri\u1ec3n khai.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"code-snippets\">\u0110o\u1ea1n m\u00e3<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">1) T\u1ea1o v\u0103n b\u1ea3n \u0111\u01a1n gi\u1ea3n qua API ShareAI (curl)<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>curl -X POST \"https:\/\/api.shareai.now\/v1\/chat\/completions\" \\\"\n<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2) G\u1ecdi t\u01b0\u01a1ng t\u1ef1 (JavaScript fetch)<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>const res = await fetch(\"https:\/\/api.shareai.now\/v1\/chat\/completions\", {;\n\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"real-world-examples\">V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">method: \"POST\",<\/h3>\n\n\n\n<p>headers: {.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\"Authorization\": `Bearer ${process.env.SHAREAI_API_KEY}`,<\/h3>\n\n\n\n<p>\"Content-Type\": \"application\/json\" <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a> },.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">body: JSON.stringify({<\/h3>\n\n\n\n<p>model: \"llama-3.1-70b\",.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faqs-long-tail\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list\">\n<div id=\"faq-question-1758196249299\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">C\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf t\u1ed1t nh\u1ea5t hi\u1ec7n nay l\u00e0 g\u00ec?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Cho <strong>\u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd<\/strong>, h\u1ea7u h\u1ebft c\u00e1c nh\u00f3m so s\u00e1nh Hugging Face Inference Endpoints, Together AI, Replicate, Groq v\u00e0 AWS Bedrock. Cho <strong>gi\u1ea3i ph\u00e1p t\u1ef1 l\u01b0u tr\u1eef<\/strong>, ch\u1ecdn m\u1ed9t runtime (v\u00ed d\u1ee5: vLLM\/TGI) v\u00e0 ch\u1ea1y n\u01a1i b\u1ea1n ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u. N\u1ebfu b\u1ea1n mu\u1ed1n c\u1ea3 ki\u1ec3m so\u00e1t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i, h\u00e3y s\u1eed d\u1ee5ng <strong>BYOI v\u1edbi ShareAI<\/strong>: c\u00e1c node c\u1ee7a b\u1ea1n tr\u01b0\u1edbc, t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n sang m\u1ea1ng phi t\u1eadp trung (v\u00e0 b\u1ea5t k\u1ef3 nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t n\u00e0o).<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196257955\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">L\u1ef1a ch\u1ecdn l\u01b0u tr\u1eef Azure AI th\u1ef1c t\u1ebf l\u00e0 g\u00ec?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p><strong>BYOI v\u1edbi ShareAI<\/strong> l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn thay th\u1ebf m\u1ea1nh m\u1ebd cho Azure. Gi\u1eef l\u1ea1i c\u00e1c t\u00e0i nguy\u00ean Azure n\u1ebfu b\u1ea1n mu\u1ed1n, nh\u01b0ng \u0111\u1ecbnh tuy\u1ebfn suy lu\u1eadn \u0111\u1ebfn <strong>c\u00e1c n\u00fat c\u1ee7a ri\u00eang b\u1ea1n tr\u01b0\u1edbc<\/strong>, sau \u0111\u00f3 \u0111\u1ebfn m\u1ea1ng ShareAI ho\u1eb7c c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh. B\u1ea1n gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c trong khi c\u1ea3i thi\u1ec7n c\u00e1c t\u00f9y ch\u1ecdn chi ph\u00ed\/\u0111\u1ed9 tr\u1ec5. B\u1ea1n v\u1eabn c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c th\u00e0nh ph\u1ea7n l\u01b0u tr\u1eef\/vector\/RAG c\u1ee7a Azure trong khi s\u1eed d\u1ee5ng ShareAI \u0111\u1ec3 \u0111\u1ecbnh tuy\u1ebfn suy lu\u1eadn.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196267126\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">Azure vs GCP vs BYOI \u2014 ai th\u1eafng trong vi\u1ec7c l\u01b0u tr\u1eef LLM?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p><strong>\u0110\u00e1m m\u00e2y \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd<\/strong> (Azure\/GCP) kh\u1edfi \u0111\u1ea7u nhanh v\u1edbi h\u1ec7 sinh th\u00e1i m\u1ea1nh m\u1ebd, nh\u01b0ng b\u1ea1n ph\u1ea3i tr\u1ea3 ph\u00ed theo t\u1eebng token v\u00e0 ch\u1ea5p nh\u1eadn m\u1ed9t s\u1ed1 r\u00e0ng bu\u1ed9c. <strong>BYOI<\/strong> cung c\u1ea5p quy\u1ec1n ki\u1ec3m so\u00e1t v\u00e0 b\u1ea3o m\u1eadt nh\u01b0ng t\u0103ng th\u00eam c\u00f4ng vi\u1ec7c v\u1eadn h\u00e0nh. <strong>BYOI + ShareAI<\/strong> k\u1ebft h\u1ee3p c\u1ea3 hai: ki\u1ec3m so\u00e1t tr\u01b0\u1edbc, linh ho\u1ea1t khi c\u1ea7n, v\u00e0 t\u00edch h\u1ee3p l\u1ef1a ch\u1ecdn nh\u00e0 cung c\u1ea5p.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196273473\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">Hugging Face vs Together vs ShareAI \u2014 l\u00e0m th\u1ebf n\u00e0o t\u00f4i n\u00ean ch\u1ecdn?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>N\u1ebfu b\u1ea1n mu\u1ed1n m\u1ed9t danh m\u1ee5c l\u1edbn v\u00e0 c\u00e1c container t\u00f9y ch\u1ec9nh, h\u00e3y th\u1eed <strong>\u0110i\u1ec3m cu\u1ed1i suy lu\u1eadn HF<\/strong>. N\u1ebfu b\u1ea1n mu\u1ed1n truy c\u1eadp nhanh v\u00e0o tr\u1ecdng s\u1ed1 m\u1edf v\u00e0 c\u00e1c t\u00f9y ch\u1ecdn \u0111\u00e0o t\u1ea1o, <strong>C\u00f9ng nhau<\/strong> l\u00e0 h\u1ea5p d\u1eabn. N\u1ebfu b\u1ea1n mu\u1ed1n <strong>BYOI \u0111\u1ea7u ti\u00ean<\/strong> c\u1ed9ng <strong>d\u1ef1 ph\u00f2ng phi t\u1eadp trung<\/strong> v\u00e0 m\u1ed9t th\u1ecb tr\u01b0\u1eddng bao g\u1ed3m nhi\u1ec1u nh\u00e0 cung c\u1ea5p, h\u00e3y ch\u1ecdn <strong>Chia s\u1ebbAI<\/strong> \u2014 v\u00e0 v\u1eabn \u0111\u1ecbnh tuy\u1ebfn \u0111\u1ebfn HF\/Together nh\u01b0 c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u00ean trong ch\u00ednh s\u00e1ch c\u1ee7a b\u1ea1n.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196280590\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">Groq l\u00e0 m\u1ed9t m\u00e1y ch\u1ee7 LLM m\u00e3 ngu\u1ed3n m\u1edf hay ch\u1ec9 l\u00e0 suy lu\u1eadn si\u00eau nhanh?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Groq t\u1eadp trung v\u00e0o <strong>\u0111\u1ed9 tr\u1ec5 si\u00eau th\u1ea5p<\/strong> suy lu\u1eadn s\u1eed d\u1ee5ng chip t\u00f9y ch\u1ec9nh v\u1edbi m\u1ed9t b\u1ed9 m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ch\u1ecdn l\u1ecdc. Nhi\u1ec1u nh\u00f3m th\u00eam Groq nh\u01b0 m\u1ed9t <strong>t\u1ea7ng \u0111\u1ed9 tr\u1ec5<\/strong> trong \u0111\u1ecbnh tuy\u1ebfn ShareAI cho c\u00e1c tr\u1ea3i nghi\u1ec7m th\u1eddi gian th\u1ef1c.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196286836\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">T\u1ef1 l\u01b0u tr\u1eef so v\u1edbi Bedrock \u2014 khi n\u00e0o BYOI t\u1ed1t h\u01a1n?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>BYOI t\u1ed1t h\u01a1n khi b\u1ea1n c\u1ea7n ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u\/ch\u1ed7 \u1edf ch\u1eb7t ch\u1ebd <strong>ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u\/ch\u1ed7 \u1edf<\/strong>, <strong>\u0111o l\u01b0\u1eddng t\u00f9y ch\u1ec9nh<\/strong>, v\u00e0 chi ph\u00ed d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c d\u01b0\u1edbi m\u1ee9c s\u1eed d\u1ee5ng cao. Bedrock l\u00fd t\u01b0\u1edfng cho <strong>kh\u00f4ng c\u1ea7n v\u1eadn h\u00e0nh<\/strong> v\u00e0 tu\u00e2n th\u1ee7 b\u00ean trong AWS. K\u1ebft h\u1ee3p b\u1eb1ng c\u00e1ch thi\u1ebft l\u1eadp <strong>BYOI \u0111\u1ea7u ti\u00ean<\/strong> v\u00e0 gi\u1eef Bedrock nh\u01b0 m\u1ed9t ph\u01b0\u01a1ng \u00e1n d\u1ef1 ph\u00f2ng \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196293664\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">messages: [ <em>{ role: \"system\", content: \"B\u1ea1n l\u00e0 m\u1ed9t tr\u1ee3 l\u00fd h\u1eefu \u00edch.\" },<\/em> { role: \"user\", content: \"T\u00f3m t\u1eaft BYOI trong hai c\u00e2u.\" }<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>\u0110\u1eb7t <strong>\u01afu ti\u00ean tr\u00ean Thi\u1ebft b\u1ecb c\u1ee7a t\u00f4i<\/strong> tr\u00ean kh\u00f3a API m\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n s\u1eed d\u1ee5ng. Khi m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u t\u1ed3n t\u1ea1i tr\u00ean c\u1ea3 thi\u1ebft b\u1ecb c\u1ee7a b\u1ea1n v\u00e0 c\u1ed9ng \u0111\u1ed3ng, c\u00e0i \u0111\u1eb7t n\u00e0y quy\u1ebft \u0111\u1ecbnh ai \u0111\u01b0\u1ee3c truy v\u1ea5n tr\u01b0\u1edbc. N\u1ebfu n\u00fat c\u1ee7a b\u1ea1n b\u1eadn ho\u1eb7c ngo\u1ea1i tuy\u1ebfn, m\u1ea1ng ShareAI (ho\u1eb7c c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c b\u1ea1n ph\u00ea duy\u1ec7t) s\u1ebd t\u1ef1 \u0111\u1ed9ng ti\u1ebfp qu\u1ea3n. Khi n\u00fat c\u1ee7a b\u1ea1n tr\u1edf l\u1ea1i, l\u01b0u l\u01b0\u1ee3ng s\u1ebd quay l\u1ea1i \u2014 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i t\u1eeb ph\u00eda kh\u00e1ch h\u00e0ng.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196302975\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">T\u00f4i c\u00f3 th\u1ec3 ki\u1ebfm ti\u1ec1n b\u1eb1ng c\u00e1ch chia s\u1ebb th\u1eddi gian GPU nh\u00e0n r\u1ed7i kh\u00f4ng?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>V\u00e2ng. ShareAI h\u1ed7 tr\u1ee3 <strong>Ph\u1ea7n th\u01b0\u1edfng<\/strong> (ti\u1ec1n), <strong>Trao \u0111\u1ed5i<\/strong> (t\u00edn d\u1ee5ng b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng sau), v\u00e0 <strong>S\u1ee9 m\u1ec7nh<\/strong> (quy\u00ean g\u00f3p). B\u1ea1n ch\u1ecdn khi n\u00e0o \u0111\u00f3ng g\u00f3p v\u00e0 c\u00f3 th\u1ec3 \u0111\u1eb7t h\u1ea1n m\u1ee9c\/gi\u1edbi h\u1ea1n.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196308902\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">L\u01b0u tr\u1eef phi t\u1eadp trung so v\u1edbi t\u1eadp trung \u2014 nh\u1eefng \u0111\u00e1nh \u0111\u1ed5i l\u00e0 g\u00ec?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p><strong>T\u1eadp trung\/\u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd<\/strong> cung c\u1ea5p SLO \u1ed5n \u0111\u1ecbnh v\u00e0 t\u1ed1c \u0111\u1ed9 ra th\u1ecb tr\u01b0\u1eddng v\u1edbi m\u1ee9c gi\u00e1 theo t\u1eebng token. <strong>Phi t\u1eadp trung<\/strong> cung c\u1ea5p kh\u1ea3 n\u0103ng linh ho\u1ea1t v\u1edbi hi\u1ec7u su\u1ea5t bi\u1ebfn \u0111\u1ed5i; ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn quan tr\u1ecdng. <strong>K\u1ebft h\u1ee3p<\/strong> v\u1edbi ShareAI cho ph\u00e9p b\u1ea1n \u0111\u1eb7t r\u00e0o ch\u1eafn v\u00e0 c\u00f3 \u0111\u01b0\u1ee3c t\u00ednh \u0111\u00e0n h\u1ed3i m\u00e0 kh\u00f4ng t\u1eeb b\u1ecf quy\u1ec1n ki\u1ec3m so\u00e1t.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196318189\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">Nh\u1eefng c\u00e1ch r\u1ebb nh\u1ea5t \u0111\u1ec3 l\u01b0u tr\u1eef Llama 3 ho\u1eb7c Mistral trong s\u1ea3n xu\u1ea5t?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Duy tr\u00ec m\u1ed9t <strong>c\u01a1 s\u1edf BYOI c\u00f3 k\u00edch th\u01b0\u1edbc ph\u00f9 h\u1ee3p<\/strong>, th\u00eam <strong>d\u1ef1 ph\u00f2ng<\/strong> cho c\u00e1c \u0111\u1ee3t t\u0103ng \u0111\u1ed9t bi\u1ebfn, c\u1eaft gi\u1ea3m l\u1eddi nh\u1eafc, l\u01b0u tr\u1eef \u0111\u1ec7m m\u1ea1nh m\u1ebd v\u00e0 so s\u00e1nh c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng trong <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh<\/a>. B\u1eadt <strong>thu nh\u1eadp th\u1eddi gian nh\u00e0n r\u1ed7i<\/strong> \u0111\u1ec3 b\u00f9 \u0111\u1eafp TCO.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196322401\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">L\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 thi\u1ebft l\u1eadp \u0111\u1ecbnh tuy\u1ebfn khu v\u1ef1c v\u00e0 \u0111\u1ea3m b\u1ea3o l\u01b0u tr\u1eef d\u1eef li\u1ec7u?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>T\u1ea1o m\u1ed9t ch\u00ednh s\u00e1ch m\u00e0 <strong>y\u00eau c\u1ea7u<\/strong> c\u00e1c khu v\u1ef1c c\u1ee5 th\u1ec3 v\u00e0 <strong>t\u1eeb ch\u1ed1i<\/strong> c\u00e1c khu v\u1ef1c kh\u00e1c. Gi\u1eef c\u00e1c n\u00fat BYOI trong c\u00e1c khu v\u1ef1c b\u1ea1n ph\u1ea3i ph\u1ee5c v\u1ee5. Ch\u1ec9 cho ph\u00e9p d\u1ef1 ph\u00f2ng v\u1ec1 c\u00e1c n\u00fat\/nh\u00e0 cung c\u1ea5p trong nh\u1eefng khu v\u1ef1c \u0111\u00f3. Th\u1eed nghi\u1ec7m chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng trong m\u00f4i tr\u01b0\u1eddng d\u00e0n d\u1ef1ng th\u01b0\u1eddng xuy\u00ean.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196328827\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">C\u00f2n vi\u1ec7c tinh ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh tr\u1ecdng s\u1ed1 m\u1edf th\u00ec sao?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Tinh ch\u1ec9nh b\u1ed5 sung chuy\u00ean m\u00f4n theo l\u0129nh v\u1ef1c. Hu\u1ea5n luy\u1ec7n \u1edf n\u01a1i thu\u1eadn ti\u1ec7n, sau \u0111\u00f3 <strong>ph\u1ee5c v\u1ee5<\/strong> qua BYOI v\u00e0 \u0111\u1ecbnh tuy\u1ebfn ShareAI. B\u1ea1n c\u00f3 th\u1ec3 ghim c\u00e1c hi\u1ec7n v\u1eadt \u0111\u00e3 tinh ch\u1ec9nh, ki\u1ec3m so\u00e1t vi\u1ec5n th\u00f4ng, v\u00e0 v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng d\u1ef1 ph\u00f2ng \u0111\u00e0n h\u1ed3i.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196334455\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">\u0110\u1ed9 tr\u1ec5: nh\u1eefng t\u00f9y ch\u1ecdn n\u00e0o nhanh nh\u1ea5t, v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c p95 th\u1ea5p?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>V\u1ec1 t\u1ed1c \u0111\u1ed9 th\u00f4, m\u1ed9t <strong>nh\u00e0 cung c\u1ea5p \u0111\u1ed9 tr\u1ec5 th\u1ea5p<\/strong> nh\u01b0 Groq l\u00e0 xu\u1ea5t s\u1eafc; \u0111\u1ed1i v\u1edbi m\u1ee5c \u0111\u00edch chung, vi\u1ec7c g\u1ed9p th\u00f4ng minh v\u00e0 l\u01b0u tr\u1eef \u0111\u1ec7m c\u00f3 th\u1ec3 c\u1ea1nh tranh. Gi\u1eef c\u00e1c l\u1eddi nh\u1eafc ng\u1eafn g\u1ecdn, s\u1eed d\u1ee5ng ghi nh\u1edb khi ph\u00f9 h\u1ee3p, k\u00edch ho\u1ea1t gi\u1ea3i m\u00e3 d\u1ef1 \u0111o\u00e1n n\u1ebfu c\u00f3, v\u00e0 \u0111\u1ea3m b\u1ea3o \u0111\u1ecbnh tuy\u1ebfn khu v\u1ef1c \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196341586\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">L\u00e0m c\u00e1ch n\u00e0o \u0111\u1ec3 t\u00f4i di chuy\u1ec3n t\u1eeb Bedrock\/HF\/Together sang ShareAI (ho\u1eb7c s\u1eed d\u1ee5ng ch\u00fang c\u00f9ng nhau)?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Ch\u1ec9 c\u1ea7n h\u01b0\u1edbng \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n \u0111\u1ebfn m\u1ed9t API c\u1ee7a ShareAI, th\u00eam c\u00e1c \u0111i\u1ec3m cu\u1ed1i\/nh\u00e0 cung c\u1ea5p hi\u1ec7n c\u00f3 c\u1ee7a b\u1ea1n l\u00e0m <strong>tuy\u1ebfn \u0111\u01b0\u1eddng<\/strong>, v\u00e0 thi\u1ebft l\u1eadp <strong>BYOI \u0111\u1ea7u ti\u00ean<\/strong>. Di chuy\u1ec3n l\u01b0u l\u01b0\u1ee3ng d\u1ea7n d\u1ea7n b\u1eb1ng c\u00e1ch thay \u0111\u1ed5i \u01b0u ti\u00ean\/h\u1ea1n m\u1ee9c \u2014 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i ph\u00eda kh\u00e1ch h\u00e0ng. Ki\u1ec3m tra h\u00e0nh vi trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a> tr\u01b0\u1edbc khi tri\u1ec3n khai s\u1ea3n xu\u1ea5t.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196347755\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">ShareAI c\u00f3 h\u1ed7 tr\u1ee3 Windows\/Ubuntu\/macOS\/Docker cho c\u00e1c n\u00fat BYOI kh\u00f4ng?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>C\u00f3. C\u00e1c tr\u00ecnh c\u00e0i \u0111\u1eb7t c\u00f3 s\u1eb5n tr\u00ean c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh, v\u00e0 Docker \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3. \u0110\u0103ng k\u00fd n\u00fat, thi\u1ebft l\u1eadp t\u00f9y ch\u1ecdn theo kh\u00f3a c\u1ee7a b\u1ea1n (\u01b0u ti\u00ean thi\u1ebft b\u1ecb ho\u1eb7c \u01b0u ti\u00ean c\u1ed9ng \u0111\u1ed3ng), v\u00e0 b\u1ea1n \u0111\u00e3 s\u1eb5n s\u00e0ng.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1758196358348\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">T\u00f4i c\u00f3 th\u1ec3 th\u1eed c\u00e1i n\u00e0y m\u00e0 kh\u00f4ng cam k\u1ebft kh\u00f4ng?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>V\u00e2ng. M\u1edf <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a>, sau \u0111\u00f3 t\u1ea1o m\u1ed9t kh\u00f3a API: <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">T\u1ea1o API Key<\/a>. C\u1ea7n gi\u00fap \u0111\u1ee1? <a href=\"https:\/\/meet.growably.ro\/team\/shareai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">\u0110\u1eb7t l\u1ecbch tr\u00f2 chuy\u1ec7n 30 ph\u00fat<\/a>.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"final-thoughts\">Suy ngh\u0129 cu\u1ed1i c\u00f9ng<\/h2>\n\n\n\n<p><strong>\u0110\u01b0\u1ee3c qu\u1ea3n l\u00fd<\/strong> ],. <strong>T\u1ef1 l\u01b0u tr\u1eef<\/strong> stream: false. <strong>BYOI + ShareAI<\/strong> }), <strong>chuy\u1ec3n \u0111\u1ed5i t\u1ef1 \u0111\u1ed9ng<\/strong> }); <strong>thu nh\u1eadp<\/strong> khi b\u1ea1n kh\u00f4ng l\u00e0m. Khi nghi ng\u1edd, b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t n\u00fat, \u0111\u1eb7t t\u00f9y ch\u1ecdn theo kh\u00f3a \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi \u00fd \u0111\u1ecbnh c\u1ee7a b\u1ea1n, b\u1eadt t\u00ednh n\u0103ng d\u1ef1 ph\u00f2ng ShareAI v\u00e0 l\u1eb7p l\u1ea1i v\u1edbi l\u01b0u l\u01b0\u1ee3ng th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<p>Kh\u00e1m ph\u00e1 c\u00e1c m\u00f4 h\u00ecnh, gi\u00e1 c\u1ea3 v\u00e0 tuy\u1ebfn \u0111\u01b0\u1eddng trong <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1ecb tr\u01b0\u1eddng m\u00f4 h\u00ecnh<\/a>, ki\u1ec3m tra <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">Ph\u00e1t h\u00e0nh<\/a> \u0111\u1ec3 c\u1eadp nh\u1eadt, v\u00e0 xem x\u00e9t <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00e0i li\u1ec7u<\/a> \u0111\u1ec3 k\u1ebft n\u1ed1i \u0111i\u1ec1u n\u00e0y v\u00e0o s\u1ea3n xu\u1ea5t. \u0110\u00e3 l\u00e0 ng\u01b0\u1eddi d\u00f9ng? <a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers\" target=\"_blank\" rel=\"noreferrer noopener\">\u0110\u0103ng nh\u1eadp \/ \u0110\u0103ng k\u00fd<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>TL;DR \u2014 C\u00f3 ba con \u0111\u01b0\u1eddng th\u1ef1c t\u1ebf \u0111\u1ec3 ch\u1ea1y c\u00e1c LLM m\u00e3 ngu\u1ed3n m\u1edf ng\u00e0y nay: (1) Qu\u1ea3n l\u00fd (kh\u00f4ng m\u00e1y ch\u1ee7; tr\u1ea3 ti\u1ec1n theo tri\u1ec7u token; kh\u00f4ng c\u1ea7n duy tr\u00ec c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng), (2) L\u01b0u tr\u1eef LLM m\u00e3 ngu\u1ed3n m\u1edf (t\u1ef1 l\u01b0u tr\u1eef m\u00f4 h\u00ecnh ch\u00ednh x\u00e1c m\u00e0 b\u1ea1n mu\u1ed1n), v\u00e0 (3) BYOI k\u1ebft h\u1ee3p v\u1edbi m\u1ea1ng phi t\u1eadp trung (ch\u1ea1y tr\u00ean ph\u1ea7n c\u1ee9ng c\u1ee7a ri\u00eang b\u1ea1n tr\u01b0\u1edbc, sau \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n sang kh\u1ea3 n\u0103ng m\u1ea1ng nh\u01b0 [\u2026]<\/p>","protected":false},"author":1,"featured_media":1423,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Build on BYOI + ShareAI today","cta-description":"Run on your device first, auto-fallback to the network, and earn from idle time. Test in Playground or create your API key.","cta-button-text":"Get started free","cta-button-link":"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=best-open-source-llm-hosting-providers","rank_math_title":"Best Open-Source LLM Hosting [sai_current_year] | BYOI + ShareAI","rank_math_description":"Best open source LLM hosting providers compared: managed vs self-hosted vs BYOI. Run on your device first, fallback via ShareAI, and cut cost &amp; latency.","rank_math_focus_keyword":"open source llm hosting,llm hosting providers,byoi llm,byoi,decentralized llm hosting,self-host llm,azure ai hosting alternative,azure vs gcp vs byoi,best open source llm hosting providers,best open source llm hosting","footnotes":""},"categories":[38],"tags":[],"class_list":["post-1405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternatives"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/1405","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/comments?post=1405"}],"version-history":[{"count":13,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/1405\/revisions"}],"predecessor-version":[{"id":1683,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/1405\/revisions\/1683"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media\/1423"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=1405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=1405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=1405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}