{"id":6068,"date":"2025-01-21T04:34:00","date_gmt":"2025-01-20T19:34:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6068"},"modified":"2025-01-21T04:34:00","modified_gmt":"2025-01-20T19:34:00","slug":"llamav-o1-rethinking-step-by-step-visual-reasoning-in-llms","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6068","title":{"rendered":"LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs\u00a0<\/strong>[103.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u8996\u899a\u7684\u63a8\u8ad6\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306e\u5305\u62ec\u7684\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u63a8\u8ad6\u30bf\u30b9\u30af\u306e\u8a55\u4fa1\u306b\u7279\u5316\u3057\u3066\u8a2d\u8a08\u3055\u308c\u305f\u8996\u899a\u63a8\u8ad6\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u5c0e\u5165\u3059\u308b\u3002 \u7b2c\u4e8c\u306b,\u500b\u3005\u306e\u30b9\u30c6\u30c3\u30d7\u306e\u7c92\u5ea6\u3067\u8996\u899a\u7684\u63a8\u8ad6\u54c1\u8cea\u3092\u8a55\u4fa1\u3059\u308b\u65b0\u3057\u3044\u6307\u6a19\u3092\u63d0\u6848\u3059\u308b\u3002 \u7b2c3\u306b\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7528\u3044\u3066\u5b66\u7fd2\u3057\u305fLlamaV-o1\u3068\u3044\u3046\u65b0\u3057\u3044\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u8996\u899a\u63a8\u8ad6\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.06186v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.06186v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 10 Jan 2025 18:59:51 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u306aVisual reasoning\u30bf\u30b9\u30af\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30afVisual Reasoning-Chain (VRCBench)\u306e\u63d0\u6848\u3068curriculum learning\u3092\u901a\u3057\u3066Llama-3.2-11B-Vision-Instruct\u00a0\u3092\u5f37\u5316\u3057\u305f\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3002<a href=\"https:\/\/huggingface.co\/omkarthawakar\/LlamaV-o1\">omkarthawakar\/LlamaV-o1 \u00b7 Hugging Face<\/a><\/li>\n\n\n\n<li>\u5546\u7528\u30e2\u30c7\u30eb\u306b\u8fd1\u3044\u6027\u80fd\u3092\u767a\u63ee\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/mbzuai-oryx.github.io\/LlamaV-o1\/\">LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[232,251,283],"class_list":["post-6068","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-lrm","tag-mllm","tag-o1"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6068","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6068"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6068\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}