{"id":1657,"date":"2025-09-23T10:30:09","date_gmt":"2025-09-23T02:30:09","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=1657"},"modified":"2025-09-23T10:59:34","modified_gmt":"2025-09-23T02:59:34","slug":"nano-banana%e3%80%81kontext-dev%e5%92%8cqwen-edit%e4%b8%89%e5%a4%a7%e5%9b%be%e5%83%8f%e7%bc%96%e8%be%91%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%8f%90%e5%8f%96%e8%83%bd%e5%8a%9b%e5%8f%8a%e8%a7%a3%e5%86%b3","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/09\/23\/nano-banana%e3%80%81kontext-dev%e5%92%8cqwen-edit%e4%b8%89%e5%a4%a7%e5%9b%be%e5%83%8f%e7%bc%96%e8%be%91%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%8f%90%e5%8f%96%e8%83%bd%e5%8a%9b%e5%8f%8a%e8%a7%a3%e5%86%b3\/","title":{"rendered":"nano banana\u3001kontext dev\u548cqwen Edit\u4e09\u5927\u56fe\u50cf\u7f16\u8f91\u6a21\u578b\u7684\u63d0\u53d6\u80fd\u529b\u53ca\u89e3\u51b3\u65b9\u6848\uff1a\u56fe\u6848\u5370\u82b1\u3001\u8863\u670d\u670d\u9970\u63d0\u53d6\u7b49"},"content":{"rendered":"\n<p>\u6700\u8fd1AI\u7ed8\u753b\u7684\u5f00\u95ed\u6e90\u6a21\u578b\u5f88\u70ed\u95f9\uff0c\u56fe\u50cf\u7f16\u8f91\u6a21\u578b\u662f\u5927\u70ed\uff0c\u5f00\u6e90\u6709kontext dev\u548cqwen edit\uff0c\u95ed\u6e90\u7684\u6700\u5f3a\u738b\u8005google\u7684gemini 2.5 flash image\uff08nano banana)\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\u56f4\u7ed5\u201c\u63d0\u53d6\u201d\u7684\u573a\u666f\uff0c\u770b\u770b\u4e09\u8005\u4e4b\u95f4\u7684\u8868\u73b0\u3002\u8fd9\u6b21\u4efb\u52a1\u9700\u8981\uff1a<strong>\u63d0\u53d6\u56fe\u6848\u5370\u82b1\u548c\u63d0\u53d6\u8863\u7269<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>kontext\u63d0\u53d6\u7684\u80fd\u529b\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u6253\u5f00\u6211\u4eec\u7684closerAI \u4e07\u7269\u63d0\u53d6\u7684\u5de5\u4f5c\u6d41\uff1a<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"563\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-663.jpg\" alt=\"\" class=\"wp-image-1658\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-663.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-663-300x203.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-663-768x520.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5de5\u4f5c\u6d41\u4e3b\u8981\u601d\u8def\u662f\u4f7f\u7528NAG\u6280\u672f\uff0c\u63d0\u793a\u8bcd\u5199\u4e0a\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"630\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-665.jpg\" alt=\"\" class=\"wp-image-1660\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-665.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-665-300x227.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-665-768x582.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53cd\u5411\u63d0\u793a\u8bcd\u4e5f\u5199\u4e0a\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"707\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-666.jpg\" alt=\"\" class=\"wp-image-1661\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-666.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-666-300x255.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-666-768x653.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"374\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-667.jpg\" alt=\"\" class=\"wp-image-1662\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-667.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-667-300x135.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-667-768x346.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd0\u884c\u5de5\u4f5c\u6d41\u540e\u5f97\u51fa\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"729\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-668.jpg\" alt=\"\" class=\"wp-image-1663\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-668.jpg 830w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-668-300x263.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-668-768x675.jpg 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>qwen-edit\u63d0\u53d6\u80fd\u529b<\/strong>\n<ul class=\"wp-block-list\">\n<li>qwen-edit\u662f\u6709\u8fd9\u4e2a\u80fd\u529b\u7684\uff0c\u8fd9\u4e2a\u80fd\u529b\u7684\u91ca\u653e\u5f97\u76ca\u4e8e\u4e4b\u524d\u6211\u5f00\u53d1\u7684\u8282\u70b9<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"825\" height=\"1024\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-670-825x1024.jpg\" alt=\"\" class=\"wp-image-1665\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-670-825x1024.jpg 825w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-670-242x300.jpg 242w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-670-768x953.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-670.jpg 831w\" sizes=\"auto, (max-width: 825px) 100vw, 825px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"770\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-669.jpg\" alt=\"\" class=\"wp-image-1664\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-669.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-669-300x278.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-669-768x712.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd9\u6b21\u66f4\u65b0\u6211\u52a0\u5165\u4e86\u201c\u56fe\u6848\u5370\u82b1\u63d0\u53d6\u201d\u548c\u201c\u8863\u7269\u63d0\u53d6\u201d\u7684qwen\u7cfb\u7edf\u6307\u4ee4\u3002\n<ul class=\"wp-block-list\">\n<li>\u540c\u65f6\u52a0\u5165\u4e86\u81ea\u5b9a\u4e49\u6a21\u677f\uff0c\u5927\u5bb6\u53ef\u4ee5\u81ea\u5df1\u6dfb\u52a0\u81ea\u5df1\u7684\u6a21\u677f\uff0c\u8fd9\u6837\u66f4\u81ea\u7531\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"979\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-671.jpg\" alt=\"\" class=\"wp-image-1666\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-671.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-671-255x300.jpg 255w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-671-768x905.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6253\u5f00\u6211\u4eec\u7684closerAI qwenEdit\u4e07\u7269\u63d0\u53d6\u5de5\u4f5c\u6d41\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"421\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-672.jpg\" alt=\"\" class=\"wp-image-1667\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-672.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-672-300x152.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-672-768x389.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u5f88\u7b80\u5355\uff0c\u9009\u4e2d\u6211\u4eec\u7684\u8863\u7269\u63d0\u53d6\u6a21\u677f\u3002\n<ul class=\"wp-block-list\">\n<li>\u6b63\u53cd\u5411\u63d0\u793a\u8bcd\u8fd9\u6837\u5199\uff1a<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"396\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-673.jpg\" alt=\"\" class=\"wp-image-1668\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-673.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-673-300x143.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-673-768x366.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76f4\u63a5\u8fd0\u884c\u5de5\u4f5c\u6d41\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"300\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-674.jpg\" alt=\"\" class=\"wp-image-1669\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-674.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-674-300x108.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-674-768x277.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"623\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-675.jpg\" alt=\"\" class=\"wp-image-1670\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-675.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-675-300x225.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-675-768x576.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>nano banana\u63d0\u53d6\u80fd\u529b<\/strong><\/li>\n\n\n\n<li>nano banana\u6700\u8fd1\u592a\u706b\u4e86\uff0c\u6211\u4e5f\u5f00\u53d1\u4e86\u4e00\u4e2a\u8282\u70b9\uff0c\u4e0d\u591a\u8bf4\uff0c\u6211\u8fd9\u4e2a\u8282\u70b9\u80af\u5b9a\u662f\uff08\u9006\u5411\u5b9e\u73b0\u7684\uff09\uff0c\u5c06\u7f8a\u6bdb\u8585\u5230\u5e95\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"614\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-676.jpg\" alt=\"\" class=\"wp-image-1671\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-676.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-676-300x222.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-676-768x567.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff0c\u4e09\u4e2a\u6a21\u578b\u5728\u63d0\u53d6\u8863\u7269\u4e0a\u90fd\u80fd\u6210\u529f\u3002\u6211\u4eec\u6ca1\u6709\u5176\u5b83LORA\u7684\u52a0\u6301\uff0ckontext\u901a\u8fc7\u6b63\u53cd\u63d0\u793a\u8bcd+NAG\u6765\u5b9e\u73b0\u7684\uff0cqwenEDit\u662f\u901a\u8fc7\u53cc\u5411qwen\u7cfb\u7edf\u6307\u4ee4\u6765\u5b9e\u73b0\u7684\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6211\u4eec\u6765\u770b\u770b\u5b83\u4eec\u7684\u63d0\u53d6\u56fe\u6848\u5370\u82b1\u65b9\u9762\u7684\u80fd\u529b\uff1a<\/p>\n\n\n\n<p>\u4e0b\u9762\u63d0\u793a\u8bcd\u7edf\u4e00\u662f\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"178\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-272.png\" alt=\"\" class=\"wp-image-1675\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-272.png 865w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-272-300x62.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-272-768x158.png 768w\" sizes=\"auto, (max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n<li>kontext dev\u7684\u56fe\u6848\u5370\u82b1\u63d0\u53d6\u80fd\u529b<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"771\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-274.png\" alt=\"\" class=\"wp-image-1681\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-274.png 865w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-274-300x267.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-274-768x685.png 768w\" sizes=\"auto, (max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p><br>2\u3001qwenEdit\u7684\u56fe\u6848\u5370\u82b1\u63d0\u53d6\u80fd\u529b<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"644\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-273.png\" alt=\"\" class=\"wp-image-1679\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-273.png 865w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-273-300x223.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-273-768x572.png 768w\" sizes=\"auto, (max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p>3&nbsp; nano banana\u7684\u63d0\u53d6\u80fd\u529b<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"523\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-677.jpg\" alt=\"\" class=\"wp-image-1672\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-677.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-677-300x189.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-677-768x483.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<p><strong>\u672c\u5730\u7b97\u529b\u4e0d\u591f\u600e\u4e48\u529e\uff1f<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u672c\u5730\u8bbe\u5907\u7b97\u529b\u4e0d\u597d\u7684\u5c0f\u4f19\u4f34\uff0c\u63a8\u8350\u4f7f\u7528\u7ebf\u4e0acomfyUI\u6765\u8fd0\u884c\u4f53\u9a8c\uff1arunninghub.cn<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"348\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-271.png\" alt=\"\" class=\"wp-image-1673\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-271.png 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-271-300x126.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-271-768x322.png 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<p>Flux Kontext Dev\u56fe\u6848\u63d0\u53d6\u4f53\u9a8c\u5730\u5740\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/www.runninghub.cn\/ai-detail\/1953308294393827329\n<\/div><\/figure>\n\n\n\n<p>\u6ce8\u518c\u5730\u5740\uff1ahttps:\/\/www.runninghub.cn\/?utm_source=kol01-RH151&nbsp;\u901a\u8fc7\u8fd9\u4e2a\u94fe\u63a5\u7b2c\u4e00\u6b21\u6ce8\u518c\u90011000\u70b9\uff0c\u6bcf\u65e5\u767b\u5f55\u9001100\u70b9<\/p>\n\n\n\n<hr class=\"wp-block-separator 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