{"id":14610,"date":"2024-12-01T16:22:44","date_gmt":"2024-12-01T08:22:44","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14610"},"modified":"2024-12-01T16:22:44","modified_gmt":"2024-12-01T08:22:44","slug":"hugging-face-tuichua","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/hugging-face-tuichua\/","title":{"rendered":"Hugging Face \u63a8\u51fa\u53ef\u5728\u7ec8\u7aef\u8bbe\u5907\u4e0a\u8fd0\u884c\u7684\u5c0f\u578b\u591a\u6a21\u6001\u6a21\u578b SmolVLM"},"content":{"rendered":"

SmolVLM \u662f\u4e00\u4e2a\u53c2\u6570\u91cf 20 \u4ebf\u7684\u5c0f\u578b\u591a\u6a21\u6001\u6a21\u578b\uff0c\u53ef\u4ee5\u63a5\u53d7\u4efb\u610f\u56fe\u7247\u548c\u6587\u5b57\u7684\u7ec4\u5408\u8f93\u5165\uff0c\u5e76\u751f\u6210\u6587\u5b57\u8f93\u51fa\u3002<\/p>\n

\"Hugging<\/p>\n

\u5728 7 \u6708\u63a8\u51fa SmolLM \u8f7b\u91cf\u8bed\u8a00\u6a21\u578b\u540e\uff0cAI \u5e94\u7528\u5f00\u53d1\u5e73\u53f0 Hugging Face \u672c\u5468\u53d1\u5e03\u4e86\u8f7b\u91cf\u591a\u6a21\u6001\u6a21\u578b SmolVLM\uff0c\u4e3b\u6253\u8f7b\u91cf\u5316\u548c\u9ad8\u6027\u80fd\uff0c\u4e3a\u5176\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\u4ea7\u54c1\u7ebf\u518d\u6dfb\u4e00\u5458\u3002<\/p>\n

SmolVLM \u662f\u4e00\u4e2a\u53c2\u6570\u91cf 20 \u4ebf\u7684\u5c0f\u578b\u591a\u6a21\u6001\u6a21\u578b\uff0c\u88ab\u79f0\u4e3a\u540c\u7ea7\u522b\u6a21\u578b\u4e2d\u7684\u6027\u80fd\u9886\u5148\u8005\uff08State-of-the-Art\uff0cSOTA\uff09\u3002\u5b83\u80fd\u591f\u63a5\u53d7\u4efb\u610f\u56fe\u7247\u548c\u6587\u5b57\u7ec4\u5408\u4f5c\u4e3a\u8f93\u5165\uff0c\u4f46\u4f5c\u4e3a\u8f7b\u91cf\u6a21\u578b\uff0c\u53ea\u4f1a\u751f\u6210\u6587\u5b57\u8f93\u51fa\u3002SmolVLM \u53ef\u4ee5\u56de\u7b54\u5173\u4e8e\u56fe\u7247\u7684\u95ee\u9898\u3001\u63cf\u8ff0\u56fe\u7247\u5185\u5bb9\u3001\u57fa\u4e8e\u591a\u5f20\u56fe\u7247\u8bb2\u6545\u4e8b\uff0c\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u7eaf\u8bed\u8a00\u6a21\u578b\u4f7f\u7528\u3002\u5f00\u53d1\u56e2\u961f\u8868\u793a\uff0cSmolVLM \u57fa\u4e8e\u8f7b\u91cf\u67b6\u6784\uff0c\u975e\u5e38\u9002\u5408\u5728\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u540c\u65f6\u4ecd\u7136\u80fd\u591f\u5f88\u597d\u5730\u5b8c\u6210\u591a\u6a21\u6001\u4efb\u52a1\u3002<\/p>\n

SmolVLM \u7684\u67b6\u6784\u57fa\u4e8e Hugging Face \u4e4b\u524d\u63a8\u51fa\u7684\u89c6\u89c9\u6a21\u578b IDEFICS 3\uff0c\u751a\u81f3 Transformer<\/a> \u7684\u5b9e\u73b0\u4e5f\u76f8\u540c\u3002\u4f46 Hugging Face \u5bf9\u00a0IDEFICS<\/a>\u00a0\u8fdb\u884c\u4e86\u591a\u9879\u6539\u8fdb\u3002\u9996\u5148\uff0c\u8bed\u8a00\u6a21\u578b\u7684\u6838\u5fc3\u4ece Llama 3.1 8B \u6362\u6210\u4e86 SmolLM2 1.7B\u3002\u5176\u6b21\uff0cSmolVLM \u4f7f\u7528\u4e86\u66f4\u5148\u8fdb\u7684\u56fe\u7247\u538b\u7f29\u6280\u672f\uff0c\u4f8b\u5982\u50cf\u7d20\u6df7\u6392\uff08pixel shuffle\uff09\u7b56\u7565\u548c\u66f4\u5927\u7684 patch\uff0c\u7528\u4e8e\u89c6\u89c9 Token<\/a> \u7f16\u7801\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u7f16\u7801\u6548\u7387\u3001\u63a8\u7406\u901f\u5ea6\u66f4\u5feb\uff0c\u540c\u65f6\u5360\u7528\u66f4\u5c11\u5185\u5b58\u3002<\/p>\n

Hugging Face \u5f3a\u8c03\u4e86 SmolVLM \u7684\u9ad8\u6548\u6027\u548c\u5185\u5b58\u4f7f\u7528\u4f18\u52bf\uff0c\u5e76\u516c\u5e03\u4e86\u4e0e\u540c\u7b49\u53c2\u6570\u91cf\u6a21\u578b\u7684\u5bf9\u6bd4\u6d4b\u8bd5\u6570\u636e\u3002\u5728\u591a\u6a21\u6001\u7406\u89e3\u3001\u63a8\u7406\u3001\u6570\u5b66\u548c\u6587\u5b57\u7406\u89e3\u80fd\u529b\u65b9\u9762\uff0cSmolVLM \u8d85\u8d8a\u4e86 InternVL2\u3001PaliGemma\u3001MM1.5\u3001moondream \u548c MiniCPM-V-2 \u7b49\u6a21\u578b\u3002\u800c\u5728 GPU \u5185\u5b58\u4f7f\u7528\u6548\u7387\u65b9\u9762\uff0c\u4e5f\u4f18\u4e8e\u5927\u591a\u6570\u6a21\u578b\u3002\u4e0e\u963f\u91cc\u5df4\u5df4\u7684 Qwen2-V2 \u76f8\u6bd4\uff0cSmolVLM \u7684\u9884\u586b\u5145\u541e\u5410\u91cf\u5feb 3.3 \u5230 4.5 \u500d\uff0c\u800c\u751f\u6210\u541e\u5410\u91cf\u66f4\u662f\u9ad8\u8fbe 7.5 \u5230 16 \u500d\u3002<\/p>\n

Hugging Face \u53d1\u5e03\u4e86 SmolVLM \u5bb6\u65cf\u7684\u4e09\u4e2a\u6a21\u578b\u7248\u672c\uff0c\u5305\u62ec\u53ef\u4f9b\u5fae\u8c03\u7684\u57fa\u7840\u6a21\u578b SmolVLM-Base\u3001\u57fa\u4e8e\u5408\u6210\u6570\u636e\u96c6\u5fae\u8c03\u7684 SmolVLM-Synthetic\uff0c\u4ee5\u53ca\u7ecf\u8fc7\u6307\u4ee4\u5fae\u8c03\u7684\u7248\u672c SmolVLM Instruct\uff0c\u540e\u8005\u53ef\u4ee5\u76f4\u63a5\u4f9b\u7ec8\u7aef\u7528\u6237\u4ea4\u4e92\u4f7f\u7528\u3002SmolVLM \u7684\u6240\u6709\u6a21\u578b\u68c0\u67e5\u70b9\u3001\u8bad\u7ec3\u6570\u636e\u96c6\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u5de5\u5177\u5747\u4ee5 Apache 2.0\u5f00\u6e90\u6388\u6743<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

SmolVLM \u662f\u4e00\u4e2a\u53c2\u6570\u91cf 20 \u4ebf\u7684\u5c0f\u578b\u591a\u6a21\u6001\u6a21\u578b\uff0c\u53ef\u4ee5\u63a5\u53d7\u4efb\u610f\u56fe\u7247\u548c\u6587\u5b57\u7684\u7ec4\u5408\u8f93\u5165\uff0c\u5e76\u751f\u6210\u6587\u5b57\u8f93\u51fa\u3002 \u5728 7 \u6708\u63a8\u51fa SmolLM \u8f7b\u91cf\u8bed\u8a00\u6a21\u578b\u540e\uff0cAI \u5e94\u7528\u5f00\u53d1\u5e73\u53f0 Hugging Face \u672c\u5468\u53d1\u5e03\u4e86\u8f7b\u91cf\u591a\u6a21\u6001\u6a21\u578b SmolVLM…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[],"class_list":["post-14610","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14610","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=14610"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14610\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=14610"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=14610"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=14610"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}