{"id":95565,"date":"2026-01-17T18:22:18","date_gmt":"2026-01-17T10:22:18","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/95565.html"},"modified":"2026-01-17T18:22:18","modified_gmt":"2026-01-17T10:22:18","slug":"collaborative-llm-tool","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/95565.html","title":{"rendered":"Collaborative LLM Tool"},"content":{"rendered":"<p><strong>Collaborative LLM Tool\uff08Petals\uff09\u4e3a<a href=\"https:\/\/aicats.wiki\/tw\/2025\/12\/23\/85406.html\/\" title=\"2048\u6838AI\u4f3a\u670d\u5668\u9078\u8cfc\u6307\u5357\uff1a\u6548\u80fd\u3001\u61c9\u7528\u5834\u666f\u8207\u898f\u683c\u5168\u89e3\u6790\">AI\u5927\u6a21\u578b\u5e26<\/a>\u6765\u9769\u547d\u6027\u7684\u4f4e\u95e8\u69db\u5206\u5e03\u5f0f\u63a8\u7406\u4e0e\u5fae\u8c03\u89e3\u51b3\u65b9\u6848<\/strong>\u3002\u7528\u6237\u4ec5\u9700\u6d88\u8d39\u7ea7GPU\u4fbf\u53ef\u901a\u8fc7P2P\u7f51\u7edc\uff0c\u534f\u4f5c\u53c2\u4e0eLlama\u3001Mixtral\u7b49\u4e3b\u6d41\u5f00\u6e90\u5927\u6a21\u578b\u7684\u5b9e\u65f6\u63a8\u7406\u548c\u5fae\u8c03\u3002<strong>\u65e0\u9700\u9ad8\u6602\u670d\u52a1\u5668\u6210\u672c\uff0c\u6781\u4f4e\u51c6\u5165\u95e8\u69db\uff0c\u652f\u6301\u4e30\u5bcc\u5f00\u53d1\u63a5\u53e3<\/strong>\uff0c\u9002\u5408AI\u5f00\u53d1\u8005\u3001\u79d1\u7814\u8005\u53ca\u521b\u65b0\u4f01\u4e1a\u8bd5\u9a8cAIGC\u5e94\u7528\u3002Petals\u5b8c\u5168\u5f00\u6e90\u514d\u8d39\uff0c\u63a8\u52a8\u4e86AI\u7b97\u529b\u516c\u76ca\u548c\u6a21\u578b\u5f00\u653e\u521b\u65b0\uff0c\u4f46\u5bf9\u4e8e\u5546\u7528\u4fdd\u969c\u3001\u6fc0\u52b1\u4e0e\u5b89\u5168\u5c1a\u5728\u5b8c\u5584\u4e2d\u3002<\/p>\n\n\n\n<p>Collaborative LLM Tool\uff08Petals\uff09\uff1a\u91cd\u5851AI\u5927\u6a21\u578b\u7684\u6c11\u4e3b\u5316\u5408\u4f5c\u65b0\u683c\u5c40<\/p>\n\n\n\n<p>\u5728\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e3b\u5bfcAI\u9769\u547d\u7684\u65f6\u4ee3\uff0c<strong>\u9ad8\u6548\u3001\u4f4e\u95e8\u69db\u7684\u5206\u5e03\u5f0f\u6a21\u578b\u63a8\u7406\u4e0e\u5fae\u8c03<\/strong>\u6210\u4e3aAI\u7814\u7a76\u4e0e\u5e94\u7528\u7684\u5f3a\u70c8\u8bc9\u6c42\u3002<strong>Collaborative LLM Tool\uff08Petals\uff09<\/strong>\u901a\u8fc7\u534f\u4f5c\u5f0fLLM\u7684\u521b\u65b0\u673a\u5236\uff0c\u8ba9\u5168\u7403\u5f00\u53d1\u8005\u7528\u666e\u901aGPU\u5373\u53ef\u53c2\u4e0e\u8d85\u5927\u89c4\u6a21\u5927\u6a21\u578b\u7684\u63a8\u7406\u548c\u8bad\u7ec3\uff0c\u4e3aAI\u4ea7\u4e1a\u5e26\u6765\u5168\u65b0\u8303\u5f0f\u3002\u672c\u6587\u5c06\u4ece\u529f\u80fd\u3001\u4ef7\u683c\u3001\u4f7f\u7528\u65b9\u5f0f\u3001\u9002\u7528\u4eba\u7fa4\u3001\u4f18\u52bf\u4e0e\u5c40\u9650\u3001FAQ\u7b49\u591a\u7ef4\u5ea6\uff0c\u5168\u9762\u89e3\u6790\u8fd9\u4e2aAI\u57fa\u7840\u8bbe\u65bd\u7684\u91cd\u8981\u521b\u65b0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1917\" height=\"1045\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-203.png\" alt=\"Petals\u5b98\u65b9\u7f51\u7ad9\u9996\u9875\u622a\u56fe\" class=\"wp-image-95645\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/petals.dev\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Petals\u5b98\u65b9\u7f51\u7ad9\u9996\u9875\u622a\u56fe<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ec0\u4e48\u662fCollaborative LLM Tool\uff08Petals\uff09\uff1f<\/h2>\n\n\n\n<p><a href=\"https:\/\/petals.dev\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u2192 \u5b98\u7f51\u4e0a\u67e5\u770b<\/a><\/p>\n\n\n\n<p><strong>Petals<\/strong>\u7531BigScience\u3001Yandex Research\u7b49\u56e2\u961f\u63a8\u52a8\uff0c\u662f\u4e00\u79cdBitTorrent\u5f0f\u5206\u5e03\u5f0f\u5927\u6a21\u578b\u63a8\u7406\u4e0e\u5fae\u8c03\u5e73\u53f0\u3002<strong>\u7528\u6237\u53ef\u7528\u666e\u901aGPU\u901a\u8fc7P2P\u534f\u4f5c\u7f51\u7edc\u53c2\u4e0eLlama 3.1\u3001Mixtral\u3001Falcon\u3001BLOOM\u7b49\u8d85\u5927\u6a21\u578b\u7684\u63a8\u7406\u4e0e\u5fae\u8c03<\/strong>\uff0c\u6781\u5927\u964d\u4f4eAI\u5927\u6a21\u578b\u7684\u4f7f\u7528\u95e8\u69db\uff0c\u628aAI\u80fd\u529b\u5e26\u5165\u5927\u4f17\u3002\u5176\u6838\u5fc3\u7406\u5ff5\u4e3a\uff1a<strong>\u6bcf\u53f0\u7535\u8111\u90fd\u662f\u865a\u62df\u8d85\u7ea7\u7b97\u529b\u7f51\u7edc\u7684\u4e00\u5458<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53bb\u4e2d\u5fc3\u5316\u534f\u4f5c\uff1a<\/strong> \u901a\u8fc7P2P\u5206\u5e03\u5f0f\u67b6\u6784\uff0c\u7528\u6237\u4ec5\u52a0\u8f7d\u90e8\u5206\u6a21\u578b\u53c2\u6570\uff0c\u5269\u4f59\u7531\u5168\u7403\u7f51\u7edc\u534f\u4f5c\u5b8c\u6210\u3002<\/li>\n\n\n\n<li><strong>\u5373\u65f6\u9ad8\u6548\u63a8\u7406\uff1a<\/strong> Llama-2-70B\u7b49\u6a21\u578b\u63a8\u7406\u901f\u5ea6\u6700\u9ad8\u53ef\u8fbe6 tokens\/sec\uff0c\u652f\u6301\u5b9e\u65f6chatbot\u7b49\u573a\u666f\u3002<\/li>\n\n\n\n<li><strong>\u5f00\u6e90\u3001\u7075\u6d3b\u63a5\u53e3\uff1a<\/strong> \u53ef\u7528PyTorch\u3001Transformers\u7b49\u4e3b\u6d41\u5e93\u6df1\u5ea6\u8c03\u7528\uff0c\u5b9a\u5236\u91c7\u6837\u4e0e\u5fae\u8c03\u3002<\/li>\n\n\n\n<li><strong>\u8282\u70b9\u8d21\u732e\u6fc0\u52b1\uff1a<\/strong> \u4efb\u610f\u7528\u6237\u5747\u53ef\u901a\u8fc7\u5206\u4eabGPU\u7b97\u529b\u52a0\u5165\u4e3b\u7f51\uff0c\u63d0\u5347\u6574\u4f53\u5bb9\u91cf\u4e0e\u7b97\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1923\" height=\"1044\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-204.png\" alt=\"Petals  GitHub\u4ecb\u7ecd\" class=\"wp-image-95652\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/bigscience-workshop\/petals\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Petals  GitHub\u4ecb\u7ecd<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u529f\u80fd\u985e\u5225<\/th><th>\u4e3b\u8981\u4eae\u9ede<\/th><th>\u652f\u6301\u65b9\u5f0f<\/th><\/tr><tr><td>\u63a8\u7406\u534f\u4f5c<\/td><td>\u591a\u4eba\u5206\u644a\u5927\u6a21\u578b\u8d1f\u8f7d<\/td><td>\u5206\u5e03\u5f0fP2P\u7f51\u7edc<\/td><\/tr><tr><td>\u5f00\u6e90\u6a21\u578b\u652f\u6301<\/td><td>Llama\/Mixtral\/BLOOM\/Falcon\u7b49<\/td><td>Transformers<\/td><\/tr><tr><td>\u5fae\u8c03\u5b9a\u5236<\/td><td>\u81ea\u5b9a\u4e49\u3001\u589e\u91cf\u5fae\u8c03<\/td><td>API\u53caPyTorch<\/td><\/tr><tr><td>\u8282\u70b9\u8d21\u732e<\/td><td>GPU\u7b97\u529b\u5171\u4eab<\/td><td>\u4e13\u7528python\u5305<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u50f9\u683c\u8207\u65b9\u6848<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f00\u6e90\u514d\u8d39\uff1a<\/strong> \u6240\u6709\u666e\u901a\u7528\u6237\u53ef\u63a5\u5165\u793e\u533a\u7b97\u529b\u7f51\u7edc\u63a8\u7406\u53ca\u5fae\u8c03\uff0c\u5b8c\u5168\u96f6\u6210\u672c\u3002<\/li>\n\n\n\n<li><strong>\u7b97\u529b\u8d21\u732e\u673a\u5236\uff1a<\/strong> \u4efb\u4f55\u4eba\u53ef\u65e0\u507f\u8d21\u732eGPU\u52a0\u5165\u7f51\u7edc\uff0c\u65e0\u91d1\u94b1\u5956\u52b1\uff08\u672a\u6765\u6216\u6709\u4f18\u5148\u6743\/\u6fc0\u52b1\u673a\u5236\u8ba1\u5212\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4f01\u4e1a\u5e94\u7528\uff1a<\/strong> \u4e3b\u8981\u9762\u5411\u5f00\u6e90\/\u7814\u53d1\uff0c\u5546\u7528\u65b9\u6848\u53ef\u901a\u8fc7\u793e\u533a\u8bae\u4ef7\u6216\u5b98\u65b9\u6c9f\u901a\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1914\" height=\"1044\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-205.png\" alt=\"Petals github\u5f00\u6e90\u9875\" class=\"wp-image-95655\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/bigscience-workshop\/petals\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Petals github\u5f00\u6e90\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u4f7f\u7528\u8005\u89d2\u8272<\/th><th>\u8cbb\u7528<\/th><th>\u5099\u8a3b<\/th><\/tr><tr><td>\u666e\u901a\u7528\u6236<\/td><td>\u514d\u8cbb<\/td><td>\u793e\u533aP2P\u4e3b\u7f51<\/td><\/tr><tr><td>\u8d21\u732e\u8005<\/td><td>\u514d\u8d39\uff08\u80fd\u6e90\u81ea\u4ed8\uff09<\/td><td>\u7b97\u529b\u8d21\u732e\u63d0\u5347\u5bb9\u91cf<\/td><\/tr><tr><td>\u4f01\u4e1a\/\u5546\u4e1a\u90e8\u7f72<\/td><td>\u8bae\u4ef7\/\u793e\u533a\u652f\u6301<\/td><td>\u5c1a\u65e0\u660e\u786e\u4ed8\u8d39\u65b9\u6848<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528Collaborative LLM Tool<\/h2>\n\n\n\n<p><a href=\"https:\/\/github.com\/bigscience-workshop\/petals\/wiki\/Run-Petals-server-on-Windows\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u2192 \u5feb\u901f\u4e0a\u624b\u6307\u5357<\/a><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\n<ol class=\"wp-block-list\">\n<li><strong>\u73af\u5883\u51c6\u5907\uff1a<\/strong> \u4ec5\u9700Python 3.8+\u4e0epip\uff0c\u63a8\u8350\u7528Google Colab\u4e00\u952e\u4f53\u9a8c\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u5ba2\u6237\u7aef\u4f7f\u7528\uff1a<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n\n<!--wp-compress-html--><!--wp-compress-html no compression-->\n<pre class=\"wp-block-code\"><code>from transformers import AutoTokenizer, pipeline\nfrom petals import AutoDistributedModelForCausalLM\nmodel = AutoDistributedModelForCausalLM.from_pretr<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/sitetag\/ai\" title=\"\u67e5\u770b\u8207 ai \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">ai<\/a>ned(\"meta-<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/sitetag\/llama\" title=\"\u67e5\u770b\u8207 llama \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">llama<\/a>\/Meta-Llama-3-70B-Instruct\")\ntokenizer = AutoTokenizer.from_pretrained(\"meta-llama\/Meta-Llama-3-70B-Instruct\")\npipe = pipeline(\"text-generation\", model=model, tokenizer=tokenizer)\npipe(\"\u4f60\u597d\uff0c\u4ecb\u7ecdPetals\u5e73\u53f0\u7684\u4f18\u52bf\uff1a\", max_new_tokens=50)<\/code><\/pre>\n<!--wp-compress-html no compression--><!--wp-compress-html-->\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8282\u70b9\u8d21\u732e\uff1a<\/strong> \u8fd0\u884c\u5b98\u65b9python\u5305\uff0c\u6307\u5b9a\u6258\u7ba1\u5c42\u6570\u5373\u53ef\u53c2\u4e0e\u7b97\u529b\u4e3b\u7f51\u3002<\/li>\n\n\n\n<li><strong>\u8fdb\u9636\u5b9a\u5236\uff1a<\/strong> \u7528API\/PyTorch\u8bbf\u95ee\u6a21\u578b\u5404\u5c42\u4e0e\u9690\u85cf\u72b6\u6001\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u5fae\u8c03\u4e0e\u91c7\u6837\u3002<\/li>\n\n\n\n<li><strong>\u7f51\u7edc\u5065\u5eb7\u76d1\u6d4b\uff1a<\/strong> \u5b9e\u65f6\u4e3b\u7f51\u72b6\u51b5\u2014\u2014\u67e5\u770b\u53ef\u7528\u6a21\u578b\u3001\u8282\u70b9\u4e0e\u901f\u7387\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1917\" height=\"1041\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-206.png\" alt=\"Image \u5feb\u901f\u4e0a\u624b\u6307\u5357\" class=\"wp-image-95660\" style=\"aspect-ratio:1.841513633834168;width:1324px;height:auto\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/bigscience-workshop\/petals\/wiki\/Run-Petals-server-on-Windows\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" > \u5feb\u901f\u4e0a\u624b\u6307\u5357<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u9069\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u7814\u7a76\u8005\u4e0e\u5f00\u53d1\u8005\uff1a<\/strong> \u7528\u4f4e\u6210\u672c\u505a\u5927\u6a21\u578b\u63a8\u7406\/\u5fae\u8c03\u4e0e\u7ed3\u6784\u63a2\u7a76\u3002<\/li>\n\n\n\n<li><strong>\u521b\u65b0\u4f01\u4e1a\u4e0e\u521d\u521b\u56e2\u961f\uff1a<\/strong> \u5feb\u901f\u9a8c\u8bc1\u5927\u6a21\u578b\u4e1a\u52a1\u573a\u666f\uff0c\u65e0\u9700\u9ad8\u6602\u7b97\u529b\u6210\u672c\u3002<\/li>\n\n\n\n<li><strong>\u6559\u80b2\u573a\u666f\/AI\u7231\u597d\u8005\uff1a<\/strong> \u5b9e\u8bad\u3001\u8bfe\u7a0b\u3001\u5165\u95e8\u5b9e\u9a8c\u53ca\u793e\u533a\u7b97\u529b\u516c\u76ca\u3002<\/li>\n\n\n\n<li><strong>P2P\/\u5206\u5e03\u5f0f\u7b97\u529b\u6280\u672f\u7231\u597d\u8005\uff1a<\/strong> \u63a2\u7d22\u4e0b\u4e00\u4ee3AI\u7b97\u529b\u7f51\u7edc\u6280\u672f\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u61c9\u7528\u65b9\u5411<\/th><th>\u5834\u666f\u5be6\u4f8b<\/th><th>\u4f7f\u7528\u65b9\u5f0f<\/th><\/tr><tr><td>NLP\u5e94\u7528<\/td><td>\u81ea\u52a8\u95ee\u7b54\u3001\u804a\u5929\u673a\u5668\u4eba<\/td><td>\u63a8\u7406\u4e0e\u5b9a\u5236\u5fae\u8c03<\/td><\/tr><tr><td>\u6559\u80b2\/\u79d1\u5b78\u7814\u7a76<\/td><td>\u6a21\u578b\u539f\u7406\u6559\u5b66\u4e0e\u5b9e\u9a8c<\/td><td>\u67e5\u770b\u4e2d\u95f4\u5c42\/\u81ea\u5b9a\u4e49\u91c7\u6837<\/td><\/tr><tr><td>\u5167\u5bb9\u751f\u6210<\/td><td>\u6587\u7ae0\u3001\u4ee3\u7801\u751f\u6210<\/td><td>API\u958b\u767c<\/td><\/tr><tr><td>\u79d1\u6280\u516c\u76ca<\/td><td>\u7b97\u529b\u6350\u8d60\u793e\u533a<\/td><td>\u8282\u70b9\u8d21\u732e<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u512a\u52e2\u8207\u9650\u5236<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6838\u5fc3\u512a\u52e2<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95e8\u69db\u6781\u4f4e\uff1a<\/strong> \u666e\u901aGPU\u5373\u53ef\u7528\uff0c\u65e0\u9700\u9ad8\u7aef\u670d\u52a1\u5668\u3002<\/li>\n\n\n\n<li><strong>\u6269\u5c55\u5f39\u6027\uff1a<\/strong> \u8282\u70b9\u8d8a\u591a\uff0c\u6027\u80fd\u8d8a\u5f3a\u3002<\/li>\n\n\n\n<li><strong>\u5b8c\u5168\u5f00\u6e90\u534f\u4f5c\uff1a<\/strong> \u652f\u6301\u6a21\u578b\u5b9a\u5236\u3001\u8bad\u7ec3\u4e0e\u63a8\u7406\uff0c\u65e0\u9501\u5b9a\u3002<\/li>\n\n\n\n<li><strong>\u73af\u4fdd\u9ad8\u6548\u7ecf\u6d4e\uff1a<\/strong> \u76d8\u6d3b\u793e\u4f1a\u95f2\u7f6eGPU\uff0c\u63d0\u5347\u6574\u4f53\u7b97\u529b\u80fd\u6548\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6f5c\u5728\u5c40\u9650<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7f51\u7edc\u4f9d\u8d56\u5927\uff1a<\/strong> \u8282\u70b9\u5931\u8054\u4e0e\u6ce2\u52a8\u53ef\u80fd\u5f71\u54cd\u6027\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5b89\u5168\u9690\u79c1\uff1a<\/strong> \u9700\u81ea\u4e3b\u8bc4\u4f30\u6570\u636e\u52a0\u5bc6\u4e0e\u4f20\u8f93\u98ce\u9669\u3002<\/li>\n\n\n\n<li><strong>\u5546\u7528\u4ea7\u54c1\u5316\u5c1a\u5f85\u6210\u719f\uff1a<\/strong> \u6682\u65e0\u6807\u51c6SLA\u6216\u8ba1\u8d39\u673a\u5236\uff0c\u6fc0\u52b1\u6a21\u5f0f\u5728\u5b8c\u5584\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1915\" height=\"1041\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-207.png\" alt=\"Petals\u5b89\u5168\u9690\u79c1\u653f\u7b56\u9875\" class=\"wp-image-95665\" style=\"aspect-ratio:1.8395890776483146;width:1293px;height:auto\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/bigscience-workshop\/petals\/wiki\/Security,-privacy,-and-AI-safety\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Petals\u5b89\u5168\u9690\u79c1\u653f\u7b56\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u67b6\u6784\u4e0e\u90e8\u7f72\u7b80\u8ff0<\/h2>\n\n\n\n<p><strong>Petals\u57fa\u4e8eBitTorrent\u5206\u5c42P2P\u6a21\u578b\u5206\u5e03\uff0c\u6bcf\u8282\u70b9\u4ec5\u6258\u7ba1\u90e8\u5206\u6a21\u578b\u5c42<\/strong>\uff0c\u6570\u636e\u6d41\u7ecf\u8282\u70b9\u8fdb\u884c\u63a8\u7406\u4e0e\u8bad\u7ec3\uff0c\u4f4e\u914d\u786c\u4ef6\u4ea6\u53ef\u534f\u540c\u5927\u6a21\u578bAI\uff0c\u6781\u5927\u63a8\u52a8\u4e86AI\u529e\u516c\u5de5\u5177\u7684\u5168\u6c11\u5316\u666e\u53ca\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6280\u8853\u65b9\u5f0f<\/th><th>\u4e2d\u5fc3\u5316\u670d\u52a1\u5668<\/th><th>Petals\u5206\u5e03\u5f0f<\/th><\/tr><tr><td>\u786c\u9ad4\u9700\u6c42<\/td><td>\u6975\u9ad8<\/td><td>\u666e\u901aGPU\/Colab<\/td><\/tr><tr><td>\u5355\u70b9\u6545\u969c<\/td><td>\u6613\u53d7\u9650<\/td><td>\u5f39\u6027\u5207\u6362<\/td><\/tr><tr><td>\u6027\u80fd\u62d3\u5c55<\/td><td>\u6709\u9650<\/td><td>\u8282\u70b9\u8d8a\u591a\u8d8a\u5f3a<\/td><\/tr><tr><td>\u6210\u672c<\/td><td>\u9ad8\u989d<\/td><td>\u96f6\u95e8\u69db\/\u5171\u4eab<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u53d1\u5c55\u4e0e\u793e\u533a\u52a8\u6001<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6301\u7eed\u652f\u6301\u65b0\u4e00\u4ee3\u5927\u6a21\u578b\uff08\u5982Llama 3\uff09\u3002<\/li>\n\n\n\n<li>\u6d3b\u8dc3\u793e\u533a\uff0c\u5b98\u65b9<a href=\"https:\/\/discord.com\/invite\/KdThf2bWVU\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Discord<\/a>\u7b49\u591a\u6e20\u9053\u6d3b\u8dc3\u4ea4\u6d41\u3002<\/li>\n\n\n\n<li>\u6280\u672f\u5f00\u6e90\u3001\u900f\u660e\uff0c\u5bf9\u5b66\u672f\u4e0e\u4ea7\u4e1a\u7528\u6237\u9ad8\u5ea6\u5f00\u653e\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/bigscience-workshop\/petals?tab=readme-ov-file\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub\u5c08\u6848\u9996\u9801<\/a>\u6301\u7e8c\u66f4\u65b0\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Q\uff1a\u6570\u636e\u9690\u79c1\u548c\u5b89\u5168\u5982\u4f55\u4fdd\u8bc1\uff1f<\/strong><br>A\uff1aPetals\u91cd\u89c6\u8282\u70b9\u9694\u79bb\u4e0e\u5b89\u5168\uff0c\u654f\u611f\u6570\u636e\u5efa\u8bae\u672c\u5730\u5316\u6216\u52a0\u5bc6\u5904\u7406\uff0c\u5173\u6ce8\u5b98\u65b9\u9690\u79c1\u52a8\u6001\u3002<\/li>\n\n\n\n<li><strong>Q\uff1a\u63a8\u7406\u901f\u5ea6\u548c\u7a33\u5b9a\u6027\uff1f<\/strong><br>A\uff1a\u666e\u901a\u8282\u70b9\u5065\u5eb7\u671f\u63a8\u7406\u901f\u5ea6\u4e3b\u89c2\u53ef\u8fbe4-6 tokens\/sec\uff0c\u90e8\u5206\u9ad8\u5cf0\u671f\u6027\u80fd\u7565\u6709\u6ce2\u52a8\uff0c\u5efa\u8bae\u5b9e\u65f6\u5173\u6ce8\u4e3b\u7f51\u5065\u5eb7\u3002<\/li>\n\n\n\n<li><strong>Q\uff1a\u8d21\u732eGPU\u6709\u5956\u52b1\u6216\u98ce\u9669\u5417\uff1f<\/strong><br>A\uff1a\u76ee\u524d\u4ee5\u516c\u76ca\u4e0e\u5f00\u6e90\u7cbe\u795e\u4e3a\u4e3b\uff0c\u5b98\u65b9\u8ba1\u5212\u672a\u6765\u51fa\u53f0\u6fc0\u52b1\u673a\u5236\uff0c\u8282\u70b9\u8fd0\u884c\u98ce\u9669\u4f4e\uff0c\u6309\u5b98\u65b9\u6559\u7a0b\u64cd\u4f5c\u5373\u53ef\u3002<\/li>\n\n\n\n<li><strong>Q\uff1a\u80fd\u5426\u5546\u7528\uff1f<\/strong><br>A\uff1a\u73b0\u4ee5\u5f00\u6e90\u793e\u533a\u548c\u79d1\u7814\u4e3a\u4e3b\uff0c\u5546\u7528\u5408\u7ea6\u548c\u4fdd\u969c\u8bf7\u4e0e\u5b98\u65b9\u56e2\u961f\u8054\u7cfb\u6216\u6301\u7eed\u5173\u6ce8\u5e73\u53f0\u52a8\u6001\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728AI\u5927\u6a21\u578b\u95e8\u69db\u6500\u5347\u4e4b\u9645\uff0c<strong>Collaborative LLM Tool\uff08Petals\uff09\u901a\u8fc7\u5206\u5e03\u5f0f\u521b\u65b0\u8bbe\u8ba1\u4e0e\u5f00\u6e90\u534f\u4f5c\u7406\u5ff5\uff0c\u4e3aAI\u4ea7\u4e1a\u5e26\u6765\u201c\u4eba\u4eba\u53ef\u53c2\u3001\u4eba\u4eba\u53ef\u7528\u201d\u7684\u65b0\u6a21\u5f0f<\/strong>\u3002\u5b83\u6781\u5927\u63a8\u52a8\u4e86AI\u529e\u516c\u5de5\u5177\uff08\u5982\u81ea\u52a8\u5199\u4f5c\u3001\u529e\u516c\u81ea\u52a8\u5316\u3001\u63a8\u7406\u4e0e\u5185\u5bb9\u751f\u6210\uff09\u7684\u666e\u53ca\u548c\u6c11\u4e3b\u5316\u3002\u66f4\u591a\u8be6\u60c5\u8bf7\u53c2\u8003<a href=\"https:\/\/petals.dev\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Petals\u5b98\u7f51<\/a>\u548c<a href=\"https:\/\/github.com\/bigscience-workshop\/petals?tab=readme-ov-file\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub\u4e3b\u9801<\/a>\u3002<\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,822,618],"favorites":[559],"class_list":{"0":"post-95565","1":"sites","2":"type-sites","3":"status-publish","4":"hentry","5":"sitetag-ai","7":"sitetag-llama","8":"favorites-ai-office-tools"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/95565","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=95565"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/95565\/revisions"}],"predecessor-version":[{"id":95670,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/95565\/revisions\/95670"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=95565"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=95565"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sitetag?post=95565"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/favorites?post=95565"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}