{"id":10071,"date":"2026-07-10T01:53:02","date_gmt":"2026-07-09T17:53:02","guid":{"rendered":"https:\/\/infernews.com\/blog\/deepseek-v4-flash-gguf\/"},"modified":"2026-07-10T01:53:02","modified_gmt":"2026-07-09T17:53:02","slug":"deepseek-v4-flash-gguf","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deepseek-v4-flash-gguf\/","title":{"rendered":"DeepSeek-V4-Flash \u672c\u5730 GGUF \u7248"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/6.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u503c\u5f97\u5148\u8b1b\u7684\u662f\uff0c\u5b83\u660e\u78ba\u57fa\u65bc deepseek-ai\/DeepSeek-V4-Flash \u88fd\u4f5c\uff0c\u5c6c\u65bc\u9762\u5411\u672c\u5730\u90e8\u7f72\u7684 GGUF \u91cf\u5316\u7248\u672c\uff0c\u8655\u7406\u7684\u662f\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u55ba\u672c\u6a5f\u57f7\u884c\u6642\u5e38\u898b\u7684\u8a18\u61b6\u9ad4\u58d3\u529b\u8207\u90e8\u7f72\u9580\u6abb\u3002\u9801\u9762\u540c\u6642\u63d0\u9192\u8981\u914d\u5408\u6700\u65b0\u7248\u672c\u7684 llama.cpp \u6216 Unsloth Studio\uff0c\u5426\u5247 DeepSeek-V4 \u53ef\u80fd\u7121\u6cd5\u6b63\u78ba\u904b\u884c\uff0c\u4ee3\u8868\u5b83\u5c0d\u63a8\u8ad6\u6846\u67b6\u7248\u672c\u6709\u4e00\u5b9a\u4f9d\u8cf4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Unsloth \u628a\u7126\u9ede\u653e\u55ba\u91cf\u5316\u5f8c\u4ecd\u76e1\u91cf\u4fdd\u6301\u539f\u6a21\u578b\u8868\u73fe\uff0c\u4e26\u63d0\u5230\u6539\u826f\u4e86 DeepSeek-V4 \u7684 chat jinja template\uff0c\u7d93\u904e\u8d85\u904e 4000 \u6bb5\u5c0d\u8a71\u6e2c\u8a66\u5f8c\uff0c\u6548\u679c\u8207\u5b98\u65b9 baseline \u7b49\u6548\u3002\u5c0d\u4f7f\u7528\u8005\u4f86\u8aaa\uff0c\u5462\u9ede\u6bd4\u55ae\u770b\u53ef\u5514\u53ef\u4ee5\u8f09\u5165\u66f4\u91cd\u8981\uff0c\u56e0\u70ba\u540c\u4e00\u500b\u6a21\u578b\u63db\u5497\u6a21\u677f\u5f8c\uff0c\u56de\u7b54\u98a8\u683c\u3001\u5de5\u5177\u8abf\u7528\u683c\u5f0f\u751a\u81f3\u601d\u8003\u958b\u95dc\u884c\u70ba\u90fd\u53ef\u80fd\u51fa\u73fe\u660e\u986f\u5dee\u7570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a94\u6848\u8cc7\u8a0a\u65b9\u9762\uff0c\u9801\u9762\u6e05\u695a\u5217\u51fa UD-Q8_K_XL \u5c6c\u65bc full precision lossless \u7684\u5efa\u8b70\u9078\u9805\uff0c\u5927\u5c0f\u7d04 162GB\uff0c\u800c\u4e14\u53ea\u6bd4 Q4 \u7684 UD-Q4_K_XL \u5927 7GB\u3002\u63cf\u8ff0\u4ea6\u63d0\u5230 3-bit \u53ef\u55ba 110GB Mac\u3001RAM \u6216 VRAM \u914d\u7f6e\u904b\u884c\uff0cfull precision lossless \u5247\u9700\u8981\u5927\u7d04 168GB RAM\uff1b\u4e0d\u904e\u76ee\u524d\u63d0\u4f9b\u5167\u5bb9\u672a\u898b\u5b8c\u6574 GGUF \u6a94\u540d\u6e05\u55ae\u3001\u5404\u91cf\u5316\u7d1a\u5225\u5927\u5c0f\u3001mmproj \u9644\u52a0\u6a94\u6848\u6216\u4e0a\u4e0b\u6587\u9577\u5ea6\u7d30\u7bc0\uff0c\u56e0\u6b64\u7121\u6cd5\u9010\u4e00\u78ba\u8a8d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5df2\u78ba\u8a8d base model \u662f deepseek-ai\/DeepSeek-V4-Flash<\/li>\n<li>\u5efa\u8b70\u4f7f\u7528\u6700\u65b0 llama.cpp \u6216 Unsloth Studio<\/li>\n<li>UD-Q8_K_XL \u7d04 162GB\uff0c\u4e3b\u6253 lossless<\/li>\n<li>3-bit \u7248\u672c\u53ef\u9762\u5411\u7d04 110GB \u8a18\u61b6\u9ad4\u914d\u7f6e<\/li>\n<li>chat template \u7d93 4000+ \u5c0d\u8a71\u6e2c\u8a66\uff0c\u76ee\u6a19\u8cbc\u8fd1\u5b98\u65b9 baseline<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u985e\u6a21\u578b\u6bd4\u8f03\u4e0a\uff0c\u5462\u500b\u9805\u76ee\u7684\u5dee\u7570\u4e0d\u5728\u91cd\u65b0\u8a13\u7df4\uff0c\u800c\u5728\u65bc GGUF \u91cf\u5316\u5c01\u88dd\u3001Unsloth Dynamic 2.0 \u91cf\u5316\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5c0d DeepSeek-V4 \u5c0d\u8a71\u6a21\u677f\u7684\u4fee\u6b63\u3002\u9801\u9762\u63d0\u5230 Unsloth Dynamic 2.0 \u6e96\u78ba\u5ea6\u512a\u65bc\u5176\u4ed6\u4e3b\u6d41 quants\uff0c\u4f46\u672a\u9644\u4e0a\u5b8c\u6574\u5c0d\u6bd4\u5206\u6578\uff1b v2 \u66f4\u65b0\u5167\u5bb9\u3001\u6a94\u540d\u8b8a\u66f4\u3001MTP draft speculation \u652f\u63f4\u3001Ollama \u8207 LM Studio \u7684\u5177\u9ad4\u8f09\u5165\u65b9\u5f0f\uff0c\u73fe\u6709\u8cc7\u6599\u53ea\u8db3\u4ee5\u78ba\u8a8d\u652f\u63f4\u65b9\u5411\uff0c\u672a\u8db3\u4ee5\u9010\u9805\u4e0b\u5b9a\u8ad6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/unsloth\/DeepSeek-V4-Flash-GGUF\/discussions\/6\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/unsloth\/DeepSeek-V4-Flash-GGUF\/tree\/main\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u55ba\u672c\u5730\u8dd1 DeepSeek-V4-Flash\uff0c\u91cd\u9ede\u5514\u53ea\u4fc2\u80fd\u5426\u555f\u52d5\uff0c\u4ef2\u8981\u7559\u610f\u91cf\u5316\u5f8c\u6e96\u78ba\u5ea6\u3001\u8a18\u61b6\u9ad4\u9580\u6abb\u540c\u5c0d\u8a71\u6a21\u677f\u662f\u5426\u8cbc\u8fd1\u5b98\u65b9\u8868\u73fe\u3002\u5462\u500b\u7248\u672c\u4e3b\u6253\u7528 GGUF \u683c\u5f0f\u63db\u53d6\u66f4\u6613\u90e8\u7f72\uff0c\u4f46\u786c\u4ef6\u8981\u6c42\u4ecd\u7136\u504f\u9ad8\u3002<\/p>\n","protected":false},"author":8,"featured_media":10070,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,147,166,122,76],"tags":[],"class_list":["post-10071","post","type-post","status-publish","format-standard","hentry","category-133","category-deepseek","category-mac","category-ollama","category-76"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10071","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=10071"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10071\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10070"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10071"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10071"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10071"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}