{"id":5645,"date":"2025-05-10T03:59:11","date_gmt":"2025-05-09T19:59:11","guid":{"rendered":"https:\/\/infernews.com\/?p=5645"},"modified":"2025-06-13T08:22:47","modified_gmt":"2025-06-13T00:22:47","slug":"nanovlm-%e8%bc%95%e9%87%8f%e7%b4%9a%e8%a6%96%e8%a6%ba%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b-vlm","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/nanovlm-%e8%bc%95%e9%87%8f%e7%b4%9a%e8%a6%96%e8%a6%ba%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b-vlm\/","title":{"rendered":"nanoVLM \u8f15\u91cf\u7d1a\u8996\u89ba\u8a9e\u8a00\u6a21\u578b (VLM)"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/github.com\/huggingface\/nanoVLM\" target=\"_blank\" rel=\" noreferrer noopener\"><img data-dominant-color=\"18140c\" data-has-transparency=\"false\" style=\"--dominant-color: #18140c;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"256\" src=\"\/blog\/wp-content\/uploads\/2025\/05\/nanoVLM-1024x256.png\" alt=\"\" class=\"wp-image-5646 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/05\/nanoVLM-1024x256.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/05\/nanoVLM-300x75.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/05\/nanoVLM-768x192.png 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/05\/nanoVLM-1536x384.png 1536w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/05\/nanoVLM.png 1584w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/huggingface.co\/lusxvr\/nanoVLM-222M\">nanoVLM<\/a><\/strong> \u662f\u4e00\u7a2e\u6975\u7c21\u8f15\u91cf\u7d1a\u7684\u8996\u89ba\u8a9e\u8a00\u6a21\u578b (VLM)\uff0c\u5c08\u70ba\u9ad8\u6548\u7684\u8a13\u7df4\u548c\u5be6\u9a57\u800c\u8a2d\u8a08\u3002\u4f7f\u7528\u7d14 PyTorch \u69cb\u5efa\uff0c\u6574\u500b\u6a21\u578b\u67b6\u69cb\u548c\u8a13\u7df4\u908f\u8f2f\u5927\u7d04\u9700\u8981 750 \u884c\u7a0b\u5f0f\u78bc\u3002\u5b83\u5c07\u57fa\u65bc ViT \u7684\u5716\u50cf\u7de8\u78bc\u5668\uff08SigLIP-B\/16-224-85M\uff09\u8207\u8f15\u91cf\u7d1a\u56e0\u679c\u8a9e\u8a00\u6a21\u578b\uff08SmolLM2-135M\uff09\u76f8\u7d50\u5408\uff0c\u5f62\u6210\u4e86\u4e00\u500b\u7dca\u6e4a\u7684 222M \u53c3\u6578\u6a21\u578b\u3002\u8a72\u6a21\u578b\u4f7f\u7528\u4f86\u81ea <a href=\"https:\/\/huggingface.co\/datasets\/HuggingFaceM4\/the_cauldron\">cauldron<\/a> \u8cc7\u6599\u96c6\u7684 170 \u842c\u500b\u6a23\u672c\u5728\u55ae\u4e00 H100 GPU \u4e0a\u8a13\u7df4\u7d04 6 \u5c0f\u6642\u5f8c\uff0c\u5728 MMStar \u4e0a\u5be6\u73fe\u4e86 35.3% \u7684\u6e96\u78ba\u7387\uff0c\u9019\u4f7f\u5176\u6210\u70ba\u4f4e\u8cc7\u6e90 VLM \u7814\u7a76\u7684\u5f37\u5927\u57fa\u7dda\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"367ca0\" data-has-transparency=\"true\" style=\"--dominant-color: #367ca0;\" loading=\"lazy\" decoding=\"async\" width=\"117\" height=\"20\" src=\"\/blog\/wp-content\/uploads\/2025\/01\/colab.png\" alt=\"\" class=\"wp-image-4291 has-transparency\"\/><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>nanoVLM \u662f\u4e00\u7a2e\u6975\u7c21\u8f15\u91cf\u7d1a\u7684\u8996\u89ba\u8a9e\u8a00\u6a21\u578b (VLM)\uff0c\u5c08\u70ba\u9ad8\u6548\u7684\u8a13\u7df4\u548c\u5be6\u9a57\u800c\u8a2d\u8a08\u3002\u4f7f\u7528\u7d14 PyTorch \u69cb\u5efa\uff0c\u6574\u500b\u6a21\u578b\u67b6\u69cb\u548c\u8a13\u7df4\u908f\u8f2f\u5927\u7d04\u9700\u8981 750 \u884c\u7a0b\u5f0f\u78bc\u3002\u5b83\u5c07\u57fa\u65bc ViT \u7684\u5716\u50cf\u7de8\u78bc\u5668\uff08SigLIP-B\/16-224-85M\uff09\u8207\u8f15\u91cf\u7d1a\u56e0\u679c\u8a9e\u8a00\u6a21\u578b\uff08SmolLM2-135M\uff09\u76f8\u7d50\u5408\uff0c\u5f62\u6210\u4e86\u4e00\u500b\u7dca\u6e4a\u7684 222M \u53c3\u6578\u6a21\u578b\u3002\u8a72\u6a21\u578b\u4f7f\u7528\u4f86\u81ea cauldron \u8cc7\u6599\u96c6\u7684 170 \u842c\u500b\u6a23\u672c\u5728\u55ae\u4e00 H100 GPU \u4e0a\u8a13\u7df4\u7d04 6 \u5c0f\u6642\u5f8c\uff0c\u5728 MMStar \u4e0a\u5be6\u73fe\u4e86 35.3% \u7684\u6e96\u78ba\u7387\uff0c\u9019\u4f7f\u5176\u6210\u70ba\u4f4e\u8cc7\u6e90 VLM \u7814\u7a76\u7684\u5f37\u5927\u57fa\u7dda\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[149,133],"tags":[],"class_list":["post-5645","post","type-post","status-publish","format-standard","hentry","category-149","category-133"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/5645","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=5645"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/5645\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=5645"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=5645"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=5645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}