{"id":491002,"date":"2026-08-14T19:42:35","date_gmt":"2026-08-14T19:42:35","guid":{"rendered":"https:\/\/savepearlharbor.com\/?p=491002"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=491002","title":{"rendered":"Qwen\u00a03.8 27B: \u043b\u0443\u0447\u0448\u0435 \u0447\u0435\u043c Opus 4.6"},"content":{"rendered":"<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3.8-27B\" rel=\"noopener noreferrer nofollow\">https:\/\/huggingface.co\/Qwen\/Qwen3.8-27B<\/a><\/p>\n<p>\u041a\u0440\u0430\u0442\u043a\u043e:<\/p>\n<ul>\n<li>\n<p>\u0420\u0430\u0437\u043c\u0435\u0440 \u043c\u043e\u0434\u0435\u043b\u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439, \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0430 \u043a\u0430\u0440\u0442\u043e\u0447\u043a\u0430\u0445 \u0441 24 GB VRAM.<\/p>\n<\/li>\n<li>\n<p>&#171;\u041f\u043e\u043d\u0438\u043c\u0430\u0435\u0442&#187; \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438 \u0432\u0438\u0434\u0435\u043e<\/p>\n<\/li>\n<li>\n<p>\u043f\u043e \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0430\u043c &#8212; \u043b\u0443\u0447\u0448\u0435 \u0447\u0435\u043c Opus 4.6<\/p>\n<\/li>\n<\/ul>\n<figure class=\"\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/1af\/5a9\/d23\/1af5a9d23bb6e69dae45ebafc9023973.png\" width=\"507\" height=\"1014\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/1af\/5a9\/d23\/1af5a9d23bb6e69dae45ebafc9023973.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/1af\/5a9\/d23\/1af5a9d23bb6e69dae45ebafc9023973.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<p>\u0422\u0430\u043a \u043a\u0430\u043a \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 llama.cpp \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430, \u0442\u043e \u043a\u0432\u0430\u043d\u0442\u044b \u043c\u043e\u0436\u043d\u043e \u0432\u0437\u044f\u0442\u044c \u0432\u043e\u0442 \u0442\u0443\u0442:<\/p>\n<p><a href=\"https:\/\/huggingface.co\/unsloth\/Qwen3.8-27B-GGUF\" rel=\"noopener noreferrer nofollow\">https:\/\/huggingface.co\/unsloth\/Qwen3.8-27B-GGUF<\/a><\/p>\n<p>\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f MTP (\u0441\u043f\u0435\u043a\u0443\u043b\u044f\u0442\u0438\u0432\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0435)<\/p>\n<p>\u042f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b \u043d\u0430 RTX 5090 (32GB VRAM).<\/p>\n<p>\u041a\u0432\u0430\u043d\u0442 UD-Q6_K_XL:<\/p>\n<ul>\n<li>\n<p>\u043f\u043e\u043c\u0435\u0449\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0442\u043e\u043b\u044c\u043a\u043e 48k<\/p>\n<\/li>\n<li>\n<p>\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438: 100 \u0442\/\u0441<\/p>\n<\/li>\n<\/ul>\n<p>\u041a\u0432\u0430\u043d\u0442 UD-Q5_K_XL:<\/p>\n<ul>\n<li>\n<p>\u043f\u043e\u043c\u0435\u0449\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0442\u043e\u043b\u044c\u043a\u043e 128k<\/p>\n<\/li>\n<li>\n<p>\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438: 120 \u0442\/\u0441<\/p>\n<\/li>\n<\/ul>\n<p>\u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430:<\/p>\n<pre><code class=\"bash\">llama-server \\ -hf unsloth\/Qwen3.8-27B-GGUF:UD-Q6_K_XL \\ --host 0.0.0.0  --port 8080 \\ --fit off --gpu-layers all --gpu-layers-draft all \\ --ctx-size 48000 --kv-unified \\ --top-p 0.95 --top-k 20 --temp 1.0 --min-p 0.00 --repeat-penalty 1.0 \\ --spec-type draft-mtp<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:87px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0415\u0441\u043b\u0438 \u0432\u044b \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0435 \u043d\u0430 RTX 3090 \/ RTX 4090 (24GB VRAM), \u0442\u043e \u0432\u0430\u043c \u043d\u0430\u0434\u043e \u0431\u0443\u0434\u0435\u0442 \u0431\u0440\u0430\u0442\u044c \u043a\u0432\u0430\u043d\u0442 \u043f\u043e\u043c\u0435\u043d\u044c\u0448\u0435.<\/p>\n<\/div>\n<p>\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/1070694\/\">https:\/\/habr.com\/ru\/articles\/1070694\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/huggingface.co\/Qwen\/Qwen3.8-27B\u041a\u0440\u0430\u0442\u043a\u043e:\u0420\u0430\u0437\u043c\u0435\u0440 \u043c\u043e\u0434\u0435\u043b\u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439, \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0430 \u043a\u0430\u0440\u0442\u043e\u0447\u043a\u0430\u0445 \u0441 24 GB VRAM.&#187;\u041f\u043e\u043d\u0438\u043c\u0430\u0435\u0442&#187; \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438 \u0432\u0438\u0434\u0435\u043e\u043f\u043e \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0430\u043c &#8212; \u043b\u0443\u0447\u0448\u0435 \u0447\u0435\u043c Opus 4.6\u0422\u0430\u043a \u043a\u0430\u043a \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 llama.cpp \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430, \u0442\u043e \u043a\u0432\u0430\u043d\u0442\u044b \u043c\u043e\u0436\u043d\u043e \u0432\u0437\u044f\u0442\u044c \u0432\u043e\u0442 \u0442\u0443\u0442:https:\/\/huggingface.co\/unsloth\/Qwen3.8-27B-GGUF\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f MTP (\u0441\u043f\u0435\u043a\u0443\u043b\u044f\u0442\u0438\u0432\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0435)\u042f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b \u043d\u0430 RTX 5090 (32GB VRAM).\u041a\u0432\u0430\u043d\u0442 UD-Q6_K_XL:\u043f\u043e\u043c\u0435\u0449\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0442\u043e\u043b\u044c\u043a\u043e 48k\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438: 100 \u0442\/\u0441\u041a\u0432\u0430\u043d\u0442 UD-Q5_K_XL:\u043f\u043e\u043c\u0435\u0449\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0442\u043e\u043b\u044c\u043a\u043e 128k\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438: 120 \u0442\/\u0441\u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430:llama-server \\ -hf unsloth\/Qwen3.8-27B-GGUF:UD-Q6_K_XL \\ &#8212;host 0.0.0.0  &#8212;port 8080 \\ &#8212;fit off &#8212;gpu-layers all &#8212;gpu-layers-draft all \\ &#8212;ctx-size 48000 &#8212;kv-unified \\ &#8212;top-p 0.95 &#8212;top-k 20 &#8212;temp 1.0 &#8212;min-p 0.00 &#8212;repeat-penalty 1.0 \\ &#8212;spec-type draft-mtp\u0415\u0441\u043b\u0438 \u0432\u044b \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0435 \u043d\u0430 RTX 3090 \/ RTX 4090 (24GB VRAM), \u0442\u043e \u0432\u0430\u043c \u043d\u0430\u0434\u043e \u0431\u0443\u0434\u0435\u0442 \u0431\u0440\u0430\u0442\u044c \u043a\u0432\u0430\u043d\u0442 \u043f\u043e\u043c\u0435\u043d\u044c\u0448\u0435.\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 https:\/\/habr.com\/ru\/articles\/1070694\/<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-491002","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/491002","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=491002"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/491002\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=491002"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=491002"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=491002"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}