{"id":14717,"date":"2026-11-09T18:56:05","date_gmt":"2026-11-09T10:56:05","guid":{"rendered":"https:\/\/infernews.com\/blog\/video-coder\/"},"modified":"2026-11-09T19:55:13","modified_gmt":"2026-11-09T11:55:13","slug":"video-coder","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/video-coder\/","title":{"rendered":"Video-Coder\uff1a\u7528 AI \u5e6b Blender \u88dc\u8db3\u5f71\u7247\u751f\u6210\u7684\u7269\u7406\u63a7\u5236"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/Video-Coder-AI-Blender.jpg\" alt=\"Video-Coder overview\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f71\u7247\u751f\u6210\u9047\u5230\u7269\u4ef6\u4e92\u52d5\u3001\u93e1\u982d\u904b\u52d5\u6216\u7269\u7406\u6548\u679c\u6642\uff0c\u55ae\u9760\u6587\u5b57\u76f4\u63a5\u751f\u6210\u5f80\u5f80\u96e3\u4ee5\u7a69\u5b9a\u63a7\u5236\u3002Video-Coder \u4ee5 coding agent \u8eab\u4efd\u7de8\u5beb\u4e26\u57f7\u884c Blender Python\uff0c\u5efa\u7acb 3D \u5834\u666f\u53ca Draft Video\uff0c\u518d\u628a\u7269\u4ef6\u4f4d\u7f6e\u3001\u52d5\u4f5c\u548c\u93e1\u982d\u8cc7\u8a0a\u4ea4\u7d66\u4e0b\u6e38\u5f71\u7247\u751f\u6210\u5668\uff1b\u9805\u76ee\u5c6c\u65bc\u5f71\u7247\u751f\u6210\u4ee3\u7406\u9805\u76ee\uff0c\u8655\u7406\u7684\u662f\u751f\u6210\u7d50\u679c\u7f3a\u4e4f\u660e\u78ba\u7d50\u69cb\u8207\u7269\u7406\u7d04\u675f\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u6d41\u7a0b\u653e\u5728 Video-Coder Harness\uff1a\u4ee3\u7406\u6703\u5beb\u7a0b\u5f0f\u3001\u57f7\u884c\u3001\u6aa2\u67e5\u7d50\u679c\uff0c\u518d\u6309\u56de\u994b\u4fee\u6539\u7a0b\u5f0f\u3002\u6a21\u578b\u5148\u4ee5 supervised fine-tuning\uff08SFT\uff09\u8a13\u7df4\uff0c\u4e4b\u5f8c\u63a5\u53d7 harness-native agentic reinforcement learning\uff08RL\uff09\uff1b\u57f7\u884c\u734e\u52f5\u6703\u9010\u6b65\u8f49\u5411\u5f71\u7247\u734e\u52f5\uff0c\u4ee4\u7a0b\u5f0f\u80fd\u5920\u7522\u751f\u53ef\u7528\u7684\u5834\u666f\u8349\u7a3f\u3002Video-Coder-9B \u5efa\u57fa\u65bc Qwen3.5-9B\uff0c\u4e26\u53ef\u914d\u5408\u4e0d\u540c Video generators\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"d0ccc0\" data-has-transparency=\"false\" style=\"--dominant-color: #d0ccc0;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/Video-Coder.jpg\" alt=\"\" class=\"wp-image-14718 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/Video-Coder.jpg 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/Video-Coder-300x142.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/Video-Coder-766x363.jpg 766w\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u53ef\u57f7\u884c 3D \u7a0b\u5f0f\u88dc\u5f37\u76f4\u63a5\u6587\u5b57\u751f\u6210<\/li>\n\n\n\n<li>Draft Video \u63d0\u4f9b\u7d50\u69cb\u3001\u52d5\u4f5c\u8207\u93e1\u982d\u8a0a\u865f<\/li>\n\n\n\n<li>\u540c\u6642\u63d0\u4f9b SFT\u3001RL \u8a13\u7df4\u6d41\u7a0b\u53ca\u8a13\u7df4\u8cc7\u6599<\/li>\n\n\n\n<li>Video-Coder-9B \u914d\u5408 MiniMax-H3 \u53ef\u63d0\u5347\u7269\u7406\u76f8\u95dc\u8a55\u5206<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a55\u6e2c\u7d50\u679c\u986f\u793a\uff0cVideo-Coder-9B + MiniMax-H3 \u5728 PhyGenBench \u5e73\u5747\u53d6\u5f97 0.67\uff0c\u9ad8\u65bc MiniMax-H3 \u7684 0.61\uff1bVBench-2.0 \u5e73\u5747\u70ba 78.19%\uff0c\u8f03\u55ae\u7368\u4f7f\u7528 MiniMax-H3 \u7684 54.58% \u9ad8 23.61 \u500b\u767e\u5206\u9ede\u3002Mechanics \u5206\u6578\u9054 88.67%\uff0c\u4f46\u9019\u4e9b\u7d50\u679c\u4f9d\u8cf4\u7279\u5b9a\u6a21\u578b\u7d44\u5408\uff0c\u672a\u5fc5\u80fd\u76f4\u63a5\u4ee3\u8868\u6240\u6709\u5f71\u7247\u751f\u6210\u5668\u7684\u6548\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u63d0\u4f9b Video-Coder-9B\u3001Video-Coder-SFT-9B \u6a21\u578b\u53ca Video-Coder-train-data\uff0c\u4e26\u5217\u51fa SFT \u548c RL \u7684 Python 3.12 \u74b0\u5883\u8a2d\u5b9a\u65b9\u5411\uff1b\u63d0\u4f9b\u7684\u8cc7\u6599\u672a\u5305\u542b\u5b8c\u6574\u63a8\u7406\u6d41\u7a0b\uff0c\u8a13\u7df4\u6307\u4ee4\u4ea6\u5728\u8f38\u5165\u5167\u5bb9\u4e2d\u622a\u65b7\u3002\u7814\u7a76\u5718\u968a\u3001\u5f71\u7247\u6a21\u578b\u958b\u767c\u8005\u53ca\u9700\u8981\u7cbe\u78ba\u63a7\u5236\u7269\u4ef6\u4e92\u52d5\u7684\u5275\u4f5c\u8005\uff0c\u8f03\u5bb9\u6613\u5f9e\u9019\u5957\u7a0b\u5f0f\u9a45\u52d5\u6d41\u7a0b\u53d7\u76ca\uff0c\u4f46\u4f7f\u7528\u8005\u9700\u8981\u6e96\u5099 Blender\u3001\u6a21\u578b\u63a8\u7406\u53ca\u8a13\u7df4\u6240\u9700\u7684\u904b\u7b97\u8cc7\u6e90\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/cywang735.github.io\/Video-Coder\/\" rel=\"noopener\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/CYWang735\/Video-Coder\" rel=\"noopener\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/Video-Coder\" rel=\"noopener\" target=\"_blank\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Video-Coder \u5148\u7528 Blender Python \u5efa\u7acb\u5177\u7d50\u69cb\u8207\u52d5\u614b\u7684 Draft Video\uff0c\u518d\u4ea4\u7d66\u5f71\u7247\u751f\u6210\u5668\u5b8c\u6210\u756b\u9762\uff0c\u6539\u5584\u7269\u7406\u5408\u7406\u6027\u8207\u63a7\u5236\u80fd\u529b\u3002<\/p>\n","protected":false},"author":8,"featured_media":14716,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,196,116,162,76,127,185,173,31,159,32,132,152,146,199,203,214],"tags":[],"class_list":["post-14717","post","type-post","status-publish","format-standard","hentry","category-133","category-196","category-agentic","category-ai-productions","category-76","category-127","category-qwen","category-173","category-video","category-vibe-coding","category-contentcreator","category-3d","category-python","category-146","category-dataset-","category-minimax","category-reinforcement-learning"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14717","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=14717"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14717\/revisions"}],"predecessor-version":[{"id":14719,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14717\/revisions\/14719"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14716"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}