{"id":11087,"date":"2026-08-14T23:10:36","date_gmt":"2026-08-14T15:10:36","guid":{"rendered":"https:\/\/infernews.com\/blog\/qwen3-8-2-4t-a95b\/"},"modified":"2026-08-14T23:10:36","modified_gmt":"2026-08-14T15:10:36","slug":"qwen3-8-2-4t-a95b","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/qwen3-8-2-4t-a95b\/","title":{"rendered":"Qwen3.8-2.4T-A95B  \u8d85\u5927\u578b\u958b\u653e\u6b0a\u91cd\u6587\u5b57\u63a8\u7406\u6a21\u578b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/Qwen3.8-2.4T-A95B.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.8-2.4T-A95B \u628a Qwen-Max \u7d1a\u5225\u7684\u80fd\u529b\u958b\u653e\u51fa\u4f86\uff0c\u800c\u4e14\u660e\u78ba\u5efa\u57fa\u65bc Qwen3.5 \u7684\u67b6\u69cb\u5e95\u5c64\uff0cBF16 safetensors \u683c\u5f0f\u53ca1M\u4e0a\u4e0b\u6587\u3002\u5b9a\u4f4d\u4e0a\u5c6c\u65bc Causal Language Model\uff0c\u9762\u5411\u6587\u5b57\u751f\u6210\u3001\u7de8\u7a0b\u3001\u7814\u7a76\u5de5\u4f5c\u8207\u9577\u6d41\u7a0b Agentic \u4efb\u52d9\uff1b\u76f8\u6bd4\u53ea\u8ffd\u6c42\u55ae\u8f2a\u56de\u7b54\uff0c\u5b83\u66f4\u8457\u91cd\u898f\u5283\u3001\u63a5\u6536\u74b0\u5883\u56de\u994b\uff0c\u4ee5\u53ca\u628a\u591a\u6b65\u9a5f\u5de5\u4f5c\u505a\u5b8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.8-2.4T-A95B \u7684\u6838\u5fc3\u898f\u683c\u76f8\u7576\u9032\u53d6\uff1a\u7e3d\u53c3\u6578 2.4T\uff082.4 trillion\uff09\u53c3\u6578\uff0c\u4f46\u6bcf\u6b21\u555f\u52d5 95B\uff0c\u5c6c\u65bc\u5178\u578b\u5927\u578b Mixture of Experts\uff08MoE\uff09\u8def\u7dda\uff0c\u7528\u8f03\u9ad8\u7e3d\u5bb9\u91cf\u63db\u53d6\u8f03\u53ef\u63a7\u7684\u63a8\u7406\u6210\u672c\u3002\u6a21\u578b\u7d93\u904e Pre-training \u8207 Post-training\uff0c\u4e26\u63a1\u7528 Qwen3.5 \u67b6\u69cb\u5ef6\u4f38\u800c\u4f86\u7684\u5c64\u8a2d\u8a08\uff0c\u5305\u62ec Gated DeltaNet\u3001Gated Attention \u8207 MoE \u7d44\u5408\uff0c\u91cd\u9ede\u4e0d\u662f\u55ae\u7d14\u5806\u5927\uff0c\u800c\u662f\u63d0\u5347\u9577\u93c8\u63a8\u7406\u8207\u4efb\u52d9\u5b8c\u6210\u7684\u7a69\u5b9a\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3.8-2.4T-A95B \u4e3b\u8981\u4f86\u81ea\u5169\u500b\u63a7\u5236\u9ede\uff1a<code>reasoning_effort<\/code> \u53ef\u8abf\u6574\u63a8\u7406\u6df1\u5ea6\uff0c<code>preserve_thinking<\/code> \u53ef\u4fdd\u7559\u6b77\u53f2\u8a0a\u606f\u4e2d\u7684 reasoning context\u3002\u9019\u4ee3\u8868\u5b83\u6bd4\u8f03\u9069\u5408\u9700\u8981\u53cd\u8986\u4fee\u6b63\u3001\u9010\u6b65\u57f7\u884c\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u5514\u4fc2\u53ea\u770b\u4e00\u6b21\u8f38\u51fa\u7684\u5834\u666f\u3002\u9801\u9762\u4ea6\u63d0\u5230\u5b83\u5c0d\u5e38\u898b harness \u8207\u958b\u767c\u5de5\u5177\u6709\u66f4\u5ee3\u6cdb\u652f\u63f4\uff0c\u6a21\u578b\u6a94\u6848\u53ef\u914d\u5408 Transformers\u3001vLLM\u3001SGLang\u3001TokenSpeed \u7b49\u63a8\u8ad6\u5806\u758a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u790e\u6a21\u578b\u53ef\u78ba\u8a8d\u662f\u5efa\u57fa\u65bc Qwen3.5 architectural foundation\u3002<\/li>\n<li>\u5df2\u77e5\u958b\u653e\u7684\u662f Hugging Face Transformers \u683c\u5f0f\u7684 post-trained \u6b0a\u91cd\u3002<\/li>\n<li>\u5b98\u65b9\u53e6\u6709 Qwen3.8-Max \u7248\u672c\uff0c\u529f\u80fd\u66f4\u591a\uff0c\u5305\u542b vision input\u3001non-thinking support\u3001\u5167\u5efa\u5de5\u5177\uff0c\u4ee5\u53ca\u9810\u8a2d 1M context length\uff1b\u4f46\u9019\u4e9b\u80fd\u529b\u5c6c\u65bc\u5b98\u65b9\u670d\u52d9\u7248\u672c\uff0c\u4e0d\u61c9\u76f4\u63a5\u8996\u70ba\u6b64\u9801\u6b0a\u91cd\u5168\u90e8\u5177\u5099\u3002<\/li>\n<li>\u5f9e\u5df2\u516c\u958b\u8cc7\u8a0a\u770b\uff0c\u5b83\u7684\u512a\u52e2\u5728\u65bc\u9577\u6d41\u7a0b Agent \u57f7\u884c\u8207\u5c08\u696d\u5de5\u4f5c\u53ef\u9760\u5ea6\u63d0\u5347\uff1b\u9650\u5236\u662f\u786c\u9ad4\u9700\u6c42\u3001\u5b8c\u6574\u4e0a\u4e0b\u6587\u9577\u5ea6\u8207\u91cf\u5316\u90e8\u7f72\u7d30\u7bc0\u672a\u5728\u6b64\u9801\u4ea4\u4ee3\uff0c\u96e2\u672c\u5730\u8f15\u91cf\u90e8\u7f72\u4ecd\u6709\u8ddd\u96e2\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ddf\u4e00\u822c\u53ea\u5f37\u8abf benchmark \u5206\u6578\u7684\u6a21\u578b\u76f8\u6bd4\uff0c\u5b83\u66f4\u5f37\u8abf\u4efb\u52d9\u5b8c\u6210\u7387\u3001\u898f\u5283\u80fd\u529b\u8207\u5de5\u5177\u93c8\u517c\u5bb9\u6027\u3002\u7531\u65bc\u7f3a\u5c11\u91cf\u5316\u7248\u672c\u3001\u63a8\u7406\u8a18\u61b6\u9ad4\u9700\u6c42\u8207\u66f4\u5b8c\u6574\u8a55\u6e2c\u6578\u5b57\uff0c\u73fe\u968e\u6bb5\u8f03\u9069\u5408\u628a\u5b83\u7406\u89e3\u6210\u9762\u5411\u9ad8\u968e\u63a8\u8ad6\u670d\u52d9\u8207\u5927\u578b\u57fa\u5efa\u74b0\u5883\u7684\u958b\u653e\u6b0a\u91cd\uff0c\u800c\u4e0d\u662f\u5373\u63d2\u5373\u7528\u7684\u672c\u5730\u6a21\u578b\u9805\u76ee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3.8-2.4T-A95B\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Qwen3.8 \u628a Qwen-Max \u7d1a\u5225\u80fd\u529b\u5e36\u5230\u958b\u653e\u6a21\u578b\uff0c\u5f37\u9805\u4e0d\u53ea\u662f\u7b54\u984c\uff0c\u800c\u4fc2\u66f4\u7a69\u5b9a\u5b8c\u6210\u591a\u6b65\u9a5f\u5de5\u4f5c\u3002<\/p>\n","protected":false},"author":8,"featured_media":11086,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,185,116,137,40,122,127,146,199],"tags":[],"class_list":["post-11087","post","type-post","status-publish","format-standard","hentry","category-133","category-qwen","category-agentic","category-api","category-llama","category-ollama","category-127","category-146","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11087","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=11087"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11087\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11086"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11087"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11087"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11087"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}