{"id":10534,"date":"2026-07-30T19:31:33","date_gmt":"2026-07-30T11:31:33","guid":{"rendered":"https:\/\/infernews.com\/blog\/sol-attn-2-1\/"},"modified":"2026-07-30T19:34:23","modified_gmt":"2026-07-30T11:34:23","slug":"sol-attn-2-1","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/sol-attn-2-1\/","title":{"rendered":"Sol-Attn\uff1a\u514d\u8a13\u7df4\u7a00\u758f\u6ce8\u610f\u529b \u5f71\u7247\u751f\u6210\u52a0\u901f\u9054 2.1 \u500d"},"content":{"rendered":"\n
\"Og<\/figure>\n\n\n\n

\u5f71\u7247\u751f\u6210\u6a21\u578b\u6108\u4f86\u6108\u5f37\uff0c\u4f46\u63a8\u7406\u901f\u5ea6\u4f9d\u7136\u662f\u958b\u767c\u8005\u548c\u5275\u4f5c\u5718\u968a\u6700\u5e38\u5361\u4f4f\u7684\u5730\u65b9\u3002NVIDIA Research \u63d0\u51fa\u7684 Sol-Attn\uff0c\u6b63\u6b63\u91dd\u5c0d\u9019\u500b\u77db\u76fe\uff1a\u5b83\u628a\u300c\u8a13\u7df4\u7528\u5605\u6210\u672c\u300d\u540c\u300c\u63a8\u7406\u6642\u5605\u6548\u7387\u300d\u5206\u958b\u8655\u7406\uff0c\u8b93\u9810\u8a13\u7df4\u6a21\u578b\u7121\u9808\u91cd\u65b0\u8a13\u7df4\u5c31\u53ef\u4ee5\u76f4\u63a5\u52a0\u901f\u3002<\/p>\n\n\n\n

Sol-Attn \u5c6c\u65bc\u514d\u8a13\u7df4\uff08training-free\uff09\u5605\u7a00\u758f\u6ce8\u610f\u529b\u6a5f\u5236\uff0c\u505a\u6cd5\u662f\u52d5\u614b\u8a08\u7b97\u4e00\u500b query \u76f8\u95dc\u5605\u95be\u503c\uff0c\u5373\u5834\u7be9\u8d70\u4f4e\u8ca2\u737b\u5605\u6ce8\u610f\u529b\u5340\u584a\uff0c\u540c\u6642\u628a\u672a\u9078\u4e2d\u5605\u5206\u6578\u91cd\u7528\u505a\u8fd1\u4f3c\u88dc\u511f\uff0c\u6574\u500b\u904e\u7a0b\u55ba\u4e00\u6b21 online-softmax \u5167\u5b8c\u6210\u3002\u63db\u53e5\u8a71\u8b1b\uff0c\u5b83\u6bcb\u9808\u4e8b\u5148\u8a08\u597d\u4e00\u5f35\u8def\u7531\u8868\uff0c\u4ea6\u5514\u6703\u76f4\u63a5\u4e1f\u68c4\u88ab\u8df3\u904e\u5605\u5340\u584a\uff0c\u56e0\u6b64\u80fd\u4fdd\u7559\u9577\u5c3e\u5206\u4f48\u5c0d\u6700\u7d42\u756b\u9762\u5605\u5f71\u97ff\u3002<\/p>\n\n\n<\/div>\n\n\n

\u55ba Wan 2.1\u3001Hunyuan 1.5\u3001LTX 2.3\u3001Bernini \u7b49\u591a\u500b\u4e3b\u6d41\u6a21\u578b\u4e0a\uff0cSol-Attn \u90fd\u505a\u5230\u7d04 2 \u500d\u5605\u901f\u5ea6\u63d0\u5347\uff0c\u540c\u6642\u756b\u8cea\u5e7e\u4e4e\u5514\u53d7\u5f71\u97ff\u3002\u82e5\u914d\u5408 Sol-Engine \u4e2d\u5176\u4ed6\u52a0\u901f\u6280\u5de7\uff0c\u4ef2\u53ef\u4ee5\u63a8\u5230 5 \u500d\u5605\u7aef\u5230\u7aef\u52a0\u901f\u3002\u5c0d\u65bc\u8981\u8dd1\u9577\u5f71\u7247\u3001\u505a\u5f8c\u88fd\u7de8\u8f2f\uff0c\u6216\u8005\u672c\u5730\u6709\u9650\u986f\u793a\u5361\u74b0\u5883\u5605\u4f7f\u7528\u8005\u4f86\u8aaa\uff0c\u5462\u500b\u5e45\u5ea6\u7b97\u4fc2\u5e7e\u5be6\u7528\u5605\u6539\u9032\u3002<\/p>\n\n\n\n

\u5c0d\u6bd4\u4ee5\u5f80\u300c\u96e2\u7dda\u5148\u63c0\u4e00\u6b21\u3001\u518d\u4e1f\u68c4\u300d\u5605\u505a\u6cd5\uff0cSol-Attn \u6700\u5927\u5605\u5dee\u7570\u5728\u65bc\u5373\u5834\u5224\u65b7\u540c\u91cd\u7528\u6a5f\u5236\u3002\u8b80\u8005\u5982\u679c\u672c\u8eab\u5c31\u55ba\u5ea6\u6435\u65b9\u6cd5\u7e2e\u77ed\u751f\u6210\u7b49\u5f85\u6642\u9593\uff0c\u53c8\u5514\u60f3\u984d\u5916\u82b1\u8cc7\u6e90\u5fae\u8abf\u6a21\u578b\uff0c\u5462\u5957\u65b9\u6848\u503c\u5f97\u7559\u610f\u3002<\/p>\n\n\n\n

\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Sol-Attn \u7528\u4e00\u5957\u5373\u6642\u904b\u4f5c\u7684\u7a00\u758f\u6ce8\u610f\u529b\u6a5f\u5236\uff0c\u8b93\u9810\u8a13\u7df4\u597d\u7684\u5f71\u7247\u8207\u5716\u50cf\u751f\u6210\u6a21\u578b\u7121\u9808\u91cd\u65b0\u8a13\u7df4\uff0c\u5c31\u80fd\u8dd1\u5f97\u66f4\u5feb\u517c\u4fdd\u7559\u756b\u8cea\u3002\u5c0d\u672c\u5730\u90e8\u7f72\u6216\u81ea\u5efa\u751f\u6210\u7ba1\u7dda\u7684\u4eba\u4f86\u8aaa\uff0c\u7b49\u65bc\u591a\u4e86\u4e00\u500b\u73fe\u6210\u7684\u52a0\u901f\u9078\u9805\u3002<\/p>\n","protected":false},"author":8,"featured_media":10533,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[179,31,30,127,141,194],"tags":[],"class_list":["post-10534","post","type-post","status-publish","format-standard","hentry","category-nvidia","category-video","category-image","category-127","category-141","category-ltx"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10534","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=10534"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10534\/revisions"}],"predecessor-version":[{"id":10536,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10534\/revisions\/10536"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10533"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10534"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10534"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10534"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}