{"id":17624,"date":"2024-01-24T18:12:42","date_gmt":"2024-01-24T09:12:42","guid":{"rendered":"http:\/\/www.tyosuke20xx.com\/blog\/?p=17624"},"modified":"2024-01-24T18:12:44","modified_gmt":"2024-01-24T09:12:44","slug":"python-gpt-2","status":"publish","type":"post","link":"http:\/\/www.tyosuke20xx.com\/blog\/?p=17624","title":{"rendered":"python GPT-2"},"content":{"rendered":"\n<div class=\"hcb_wrap\"><pre class=\"prism undefined-numbers lang-python\" data-lang=\"Python\"><code>from transformers import GPT2LMHeadModel, GPT2Tokenizer\r\n\r\ndef generate_text(prompt, max_length=100):\r\n    tokenizer = GPT2Tokenizer.from_pretrained(&quot;gpt2&quot;)\r\n    model = GPT2LMHeadModel.from_pretrained(&quot;gpt2&quot;)\r\n\r\n    inputs = tokenizer.encode(prompt, return_tensors=&#39;pt&#39;)\r\n    outputs = model.generate(inputs, max_length=max_length, num_return_sequences=1)\r\n    return tokenizer.decode(outputs[0], skip_special_tokens=True)\r\n\r\nprompt = &quot;\u3053\u3093\u306b\u3061\u306f&quot;\r\ngenerated_text = generate_text(prompt)\r\nprint(generated_text)<\/code><\/pre><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[4,65],"tags":[],"class_list":["post-17624","post","type-post","status-publish","format-standard","hentry","category-programming","category-python"],"aioseo_notices":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/17624","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=17624"}],"version-history":[{"count":1,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/17624\/revisions"}],"predecessor-version":[{"id":17625,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/17624\/revisions\/17625"}],"wp:attachment":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=17624"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=17624"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=17624"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}