{"id":10636,"date":"2026-08-02T05:54:08","date_gmt":"2026-08-01T21:54:08","guid":{"rendered":"https:\/\/infernews.com\/blog\/deepseek-v4-flash-0731-agent\/"},"modified":"2026-08-02T05:54:08","modified_gmt":"2026-08-01T21:54:08","slug":"deepseek-v4-flash-0731-agent","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deepseek-v4-flash-0731-agent\/","title":{"rendered":"DeepSeek-V4-Flash-0731\uff1a\u8f15\u91cf\u5316 Agent \u6a21\u578b\u8ffd\u4e0a\u5927\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\/17.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u517c\u9867\u56de\u61c9\u901f\u5ea6\u3001\u90e8\u7f72\u6210\u672c\u540c Agentic \u80fd\u529b\uff0cDeepSeek-V4-Flash-0731 \u8d70\u7684\u662f\u300c\u8f03\u5c11\u555f\u52d5\u53c3\u6578\u63db\u53d6\u9ad8\u6548\u4efb\u52d9\u8868\u73fe\u300d\u7684\u8def\u7dda\u3002\u9801\u9762\u5df2\u6e05\u695a\u5beb\u660e\u5b83\u8207 DeepSeek-V4-Flash-DSpark \u63a1\u7528\u76f8\u540c\u6a21\u578b\u7d50\u69cb\uff0c\u4e26\u4e14\u9644\u5e36 speculative decoding module\uff0c\u6240\u4ee5\u5b83\u4e0d\u53ea\u662f\u4e00\u822c\u804a\u5929\u6a21\u578b\uff0c\u800c\u662f\u660e\u986f\u671d\u5de5\u5177\u4f7f\u7528\u3001\u81ea\u52d5\u5316\u64cd\u4f5c\u8207\u7a0b\u5f0f\u4efb\u52d9\u512a\u5316\u7684\u7248\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u5c6c\u65bc DeepSeek-V4-Flash \u5b98\u65b9\u6b63\u5f0f\u767c\u5e03\u7248\uff0c\u53d6\u4ee3 preview \u7248\u672c\uff0c\u4e26\u5f37\u8abf agentic capabilities \u6709\u660e\u986f\u63d0\u5347\u3002\u6a21\u578b\u5361\u540c\u6642\u6307\u51fa\u5b83\u7684\u6a21\u578b\u7d50\u69cb\u8207 DeepSeek-V4-Flash-DSpark \u4e00\u81f4\uff0c\u4ee3\u8868\u63a8\u7406\u6d41\u7a0b\u5f88\u53ef\u80fd\u570d\u7e5e\u4e3b\u6a21\u578b\u52a0\u901f\u8349\u7a3f\u6a21\u7d44\u4f86\u8a2d\u8a08\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6548\u80fd\u6578\u5b57\u662f\u6700\u503c\u5f97\u7559\u610f\u7684\u90e8\u5206\u3002\u5b83\u5728 Terminal Bench 2.1\u3001NL2Repo\u3001Cybergym\u3001DeepSWE\u3001Toolathlon-Verified\u3001Agents&#8217; Last Exam\u3001AutomationBench Public \u7b49\u57fa\u6e96\u4e0a\uff0c\u666e\u904d\u660e\u986f\u9ad8\u65bc DeepSeek-V4-Flash\uff08Preview\uff09\uff0c\u90e8\u5206\u9805\u76ee\u4ea6\u8d85\u904e DeepSeek-V4-Pro\uff08Preview\uff09\u3002\u9019\u7a2e\u9032\u6b65\u96c6\u4e2d\u5728 terminal \u64cd\u4f5c\u3001\u7a0b\u5f0f\u5eab\u7406\u89e3\u3001\u8cc7\u5b89\u6f14\u7df4\u3001\u8edf\u4ef6\u4fee\u5fa9\u540c\u5de5\u5177\u93c8\u4efb\u52d9\uff0c\u53cd\u6620\u5b83\u66f4\u50cf\u70ba Computer-use agents\u3001\u7a0b\u5f0f\u4ee3\u7406\u8207\u81ea\u52d5\u5316\u6d41\u7a0b\u800c\u8abf\u6574\uff0c\u800c\u4e0d\u53ea\u662f\u8ffd\u6c42\u4e00\u822c\u554f\u7b54\u5206\u6578\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8207 DeepSeek-V4-Flash-DSpark \u540c\u7d50\u69cb\uff0c\u4e26\u9644\u5e36 speculative decoding module<\/li>\n<li>\u5b98\u65b9\u6b63\u5f0f\u7248\u53d6\u4ee3 preview\uff0c\u91cd\u9ede\u63d0\u5347 agentic capabilities<\/li>\n<li>\u591a\u500b Agent\uff0f\u7de8\u78bc\u57fa\u6e96\u660e\u986f\u512a\u65bc DeepSeek-V4-Flash\uff08Preview\uff09<\/li>\n<li>\u555f\u52d5\u53c3\u6578\u8f03\u5c11\uff0c\u4f46\u8868\u73fe\u53ef\u8207\u90e8\u5206\u5f37\u52e2\u9589\u6e90\u6a21\u578b\u63a5\u8fd1<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u8cc7\u8a0a\u65b9\u9762\uff0c\u5167\u5bb9\u53ea\u63d0\u4f9b\u4e00\u5247\u8a0e\u8ad6\u5e16\uff0c\u63d0\u5230\u53ef\u7528\u5169\u53f0 DGX Spark \u914d\u5408 <code>ghcr.io\/bjk110\/vllm-spark:unholy-fusion-prod-ready<\/code> \u4f5c\u6700\u5c11\u8a2d\u5b9a\u90e8\u7f72\uff1b\u4f46\u6a21\u578b\u9801\u9762\u7247\u6bb5\u672a\u5217\u51fa\u4e0a\u4e0b\u6587\u9577\u5ea6\u3001GGUF \u683c\u5f0f\u91cf\u5316\u6a94\u3001mmproj\u3001\u6a94\u6848\u5927\u5c0f\u3001chat template \u6ce8\u610f\u4e8b\u9805\u6216 v2 \u6a94\u540d\u8b8a\u66f4\uff0c\u56e0\u6b64\u4e0d\u80fd\u63a8\u65b7 llama.cpp\u3001Ollama\u3001LM Studio \u7684\u652f\u63f4\u7d30\u7bc0\uff0c\u4e5f\u4e0d\u80fd\u63d0\u4f9b Q4_K_M \u4e00\u985e\u91cf\u5316\u5efa\u8b70\u3002\u73fe\u6709\u8cc7\u6599\u8f03\u9069\u5408\u628a\u5b83\u7406\u89e3\u6210\u4e00\u500b\u504f\u5411\u9ad8\u6548\u7387 Agent \u4efb\u52d9\u7684 DeepSeek \u6a21\u578b\u767c\u5e03\uff0c\u800c\u4e0d\u662f\u672c\u5730 GGUF \u90e8\u7f72\u5c0e\u5411\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4-Flash-0731\/discussions\/17\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u8981\u8f03\u5c11\u555f\u52d5\u53c3\u6578\uff0c\u53c8\u4fdd\u7559\u5f37 Agent \u8868\u73fe\uff0cDeepSeek-V4-Flash-0731 \u5c31\u4fc2\u5462\u985e\u53d6\u5411\u3002\u5b83\u628a\u91cd\u9ede\u653e\u5728\u5de5\u5177\u8abf\u7528\u3001\u7de8\u78bc\u540c\u81ea\u52d5\u5316\u4efb\u52d9\uff0c\u901f\u5ea6\u8207\u80fd\u529b\u4e4b\u9593\u53d6\u5f97\u5e7e\u5be6\u969b\u7684\u5e73\u8861\u3002<\/p>\n","protected":false},"author":8,"featured_media":10635,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,147,116,40,122,76],"tags":[],"class_list":["post-10636","post","type-post","status-publish","format-standard","hentry","category-133","category-deepseek","category-agentic","category-llama","category-ollama","category-76"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10636","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=10636"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10636\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10635"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10636"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10636"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10636"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}