{"id":1656,"date":"2023-04-22T19:10:48","date_gmt":"2023-04-22T10:10:48","guid":{"rendered":"https:\/\/fukugyouhistory.tokyo\/?p=1656"},"modified":"2023-04-22T22:14:01","modified_gmt":"2023-04-22T13:14:01","slug":"dolly-2-0-hugging-face-googletrans%e3%80%80llm%e3%82%92%e7%bf%bb%e8%a8%b3%e6%a9%9f%e8%83%bd%e3%81%a8%e5%90%88%e3%82%8f%e3%81%9b%e3%81%a6%e3%81%bf%e3%81%9f","status":"publish","type":"post","link":"https:\/\/fukugyouhistory.tokyo\/?p=1656","title":{"rendered":"Dolly 2.0 + Hugging Face + googletrans\u3000LLM\u3092\u7ffb\u8a33\u6a5f\u80fd\u3068\u5408\u308f\u305b\u3066\u307f\u305f"},"content":{"rendered":"\n<p><a href=\"https:\/\/fukugyouhistory.tokyo\/?p=1642\" target=\"_blank\" rel=\"noreferrer noopener\">\u524d\u56de\u306e\u8a18\u4e8b<\/a>\u3067\u3001Dolly2.0\u304c\u65e5\u672c\u8a9e\u3092\u5165\u529b\u3057\u3066\u3082\u3046\u307e\u304f\u5fdc\u7b54\u3057\u3066\u304f\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br>Google\u7ffb\u8a33\u306e\u6a5f\u80fd\u3068\u5408\u308f\u305b\u3066\u5fdc\u7b54\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3059\u308b\u306e\u304b\u3001\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Googletrans\u3092\u5b9f\u884c\u3057\u3066\u307f\u308b<\/h2>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/pypi.org\/project\/googletrans\/\" target=\"_blank\">Googletrans<\/a>\u306fGoogle Translate API\u3092\u5b9f\u88c5\u3057\u305f\u7121\u6599\u304b\u3064\u7121\u5236\u9650\u306epython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<br>1\u65e5\u306b\uff11\u4e07\u8a9e\u3050\u3089\u3044\u6295\u3052\u8fbc\u3080\u3068\u3001\u30d6\u30ed\u30c3\u30af\u3055\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u500b\u4eba\u5229\u7528\u306e\u7bc4\u56f2\u306a\u3089\u5341\u5206\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/colab.research.google.com\/?hl=ja\" target=\"_blank\">Google Colaboratory<\/a>\u4e0a\u3067\u5b9f\u884c\u3057\u3066\u304d\u307e\u3059\u3002\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30c8\u3092\u300cGPU\u300d\u306b\u8a2d\u5b9a\u3059\u308b\u306e\u3092\u304a\u5fd8\u308c\u306a\u304f\u3002<br>\u65e9\u901f\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u203b\u300cpip install googletrans\u300d\u3067\u306f\u3001Version3.00\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u52d5\u4f5c\u304c\u4e0d\u5b89\u5b9a+\u30a8\u30e9\u30fc\u304c\u8d77\u304d\u308b\u306e\u3067\u3001<br>\u3000\u4ee5\u4e0b\u306e\u3088\u3046\u306bVersion\u3092\u6307\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>!pip install googletrans==4.0.0-rc1<\/code><\/pre>\n\n\n\n<p>\u5b9f\u884c\u306f\u3068\u3066\u3082\u7c21\u5358\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u898b\u3066\u9802\u3051\u308c\u3070\u3001\u3059\u3050\u306b\u5206\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from googletrans import Translator\n\ntext = \"\u3053\u308c\u306f\u30c6\u30b9\u30c8\u3067\u3059\u3002\"\n\ntranslator = Translator()\nresult_en = translator.translate(text, dest=\"en\").text\nprint(result_en)\n\nresult_ja = translator.translate(result_en, dest=\"ja\").text\nprint(result_ja)<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"f5f5f5\" data-has-transparency=\"true\" style=\"--dominant-color: #f5f5f5;\" decoding=\"async\" width=\"228\" height=\"42\" sizes=\"(max-width: 228px) 100vw, 228px\" src=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-65.png\" alt=\"\" class=\"wp-image-1659 has-transparency\"\/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Dolly2.0 \uff0b googletrans\u3092\u5b9f\u884c\u3057\u3066\u307f\u308b<\/h2>\n\n\n\n<p><a href=\"https:\/\/fukugyouhistory.tokyo\/?p=1642\" target=\"_blank\" rel=\"noreferrer noopener\">\u524d\u56de\u306e\u8a18\u4e8b<\/a>\u3068\u540c\u3058\u65e5\u672c\u8a9e\u306e\u8cea\u554f\u3067\u5b9f\u884c\u3057\u305f\u7d50\u679c\u3092\u8f09\u305b\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Googletrans\u3082\u542b\u3081\u3066\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u8a18\u8f09\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>!pip install accelerate\n!pip install transformers\n!pip install googletrans==4.0.0-rc1<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>import torch\nfrom transformers import pipeline\nfrom googletrans import Translator\n\ngenerate_text = pipeline(model=\"databricks\/dolly-v2-3b\", torch_dtype=torch.bfloat16, trust_remote_code=True, device_map=\"auto\")\n#generate_text = pipeline(model=\"databricks\/dolly-v2-7b\", torch_dtype=torch.bfloat16, trust_remote_code=True, device_map=\"auto\")\n#generate_text = pipeline(model=\"databricks\/dolly-v2-12b\", torch_dtype=torch.bfloat16, trust_remote_code=True, device_map=\"auto\")<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>prompt_ja = \"\u6838\u878d\u5408\u3068\u6838\u5206\u88c2\u306e\u9055\u3044\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\"\n\ntranslator = Translator()\nprompt_en = translator.translate(prompt_ja, dest=\"en\").text\n\nresult_en = generate_text(prompt_en)\nprint(result_en&#91;0]&#91;'generated_text'])\n\nresult_ja = translator.translate(result_en&#91;0]&#91;'generated_text'], dest=\"ja\").text\nprint(result_ja)<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img data-dominant-color=\"ececec\" data-has-transparency=\"false\" style=\"--dominant-color: #ececec;\" decoding=\"async\" sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-67-1024x90.png\" alt=\"\" class=\"wp-image-1664 not-transparent\" width=\"905\" height=\"79\" srcset=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-67-1024x90.png 1024w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-67-300x26.png 300w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-67-768x68.png 768w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-67.png 1204w\" \/><\/figure>\n\n\n\n<p>\u304b\u306a\u308a\u5fdc\u7b54\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u3061\u306a\u307f\u306b\u3001\u524d\u56de\u306e\u8a18\u4e8b\u3067\u3001\u65e5\u672c\u8a9e\u3067\u8cea\u554f\u3057\u305f\u6642\u306e\u7d50\u679c\u304c\u4ee5\u4e0b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"eaeaea\" data-has-transparency=\"false\" style=\"--dominant-color: #eaeaea;\" decoding=\"async\" width=\"768\" height=\"71\" sizes=\"(max-width: 768px) 100vw, 768px\" src=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-68.png\" alt=\"\" class=\"wp-image-1666 not-transparent\" srcset=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-68.png 768w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/04\/image-68-300x28.png 300w\" \/><\/figure>\n\n\n\n<p>\u4ed6\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3082\u82f1\u8a9e\u3067\u306e\u3084\u308a\u53d6\u308a\u306e\u65b9\u304c\u7cbe\u5ea6\u304c\u9ad8\u3044\u306e\u3067\u3001\u6709\u7528\u306a\u624b\u6bb5\u304b\u3068\u3002<\/p>\n\n\n\n<p>\u3068\u308a\u3042\u3048\u305a\u3001\u3053\u3053\u307e\u3067\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u3001Dolly2.0\u304c\u65e5\u672c\u8a9e\u3092\u5165\u529b\u3057\u3066\u3082\u3046\u307e\u304f\u5fdc\u7b54\u3057\u3066\u304f\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002Google\u7ffb\u8a33\u306e\u6a5f\u80fd\u3068\u5408\u308f\u305b\u3066\u5fdc\u7b54\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3059\u308b\u306e\u304b\u3001\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":{"0":"post-1656","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-ai"},"_links":{"self":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts\/1656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1656"}],"version-history":[{"count":6,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts\/1656\/revisions"}],"predecessor-version":[{"id":1668,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts\/1656\/revisions\/1668"}],"wp:attachment":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1656"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}