{"id":73225,"date":"2023-05-04T15:28:34","date_gmt":"2023-05-04T15:28:34","guid":{"rendered":"https:\/\/merikebi.warrenmyers.com\/?p=73225"},"modified":"2023-05-04T15:28:34","modified_gmt":"2023-05-04T15:28:34","slug":"implied-distribution-of-the-huffman-codes-produced-is-not-the-same-as-the-actual-llama-distribution-so-a-sufficiently-motivated-adversary-would-be-able-to-distinguish-whether-the-output-text-is-fr","status":"publish","type":"post","link":"https:\/\/merikebi.warrenmyers.com\/?p=73225","title":{"rendered":"&#8220;implied distribution of the Huffman codes produced is not the same as the actual #LLaMA distribution, so a sufficiently motivated adversary would be able to distinguish whether the output text is from unmodified LLaMA vs. #LLuffman&#8221;\n\nhttps:\/\/t.co\/IudKTyLcbn \n\n#LLaMa_vs_LLuffman"},"content":{"rendered":"<blockquote class=\"twitter-tweet\">\n<p lang=\"\" dir=\"ltr\">&#8220;implied distribution of the Huffman codes produced is not the same as the actual #LLaMA distribution, so a sufficiently motivated adversary would be able to distinguish whether the output text is from unmodified LLaMA vs. #LLuffman&#8221;<\/p>\n<p>https:\/\/t.co\/IudKTyLcbn <\/p>\n<p>#LLaMa_vs_LLuffman<\/p>\n<p>  &mdash; Warren Myers \ud83d\udc27\ud83d\udc3f (@warrenmyers)<br \/>\n  <a href=\"https:\/\/twitter.com\/warrenmyers\/status\/1654145104699949058\">May 4, 2023<\/a>\n<\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\n<br \/>\nfrom Twitter https:\/\/twitter.com\/warrenmyers<\/p>\n<p>May 04, 2023 at 11:25AM<br \/>\nvia <a href=\"https:\/\/ifttt.com\/?ref=da&#038;site=wordpress\">IFTTT<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;implied distribution of the Huffman codes produced is not the same as the actual #LLaMA distribution, so a sufficiently motivated adversary would be able to distinguish whether the output text is from unmodified LLaMA vs. #LLuffman&#8221; https:\/\/t.co\/IudKTyLcbn #LLaMa_vs_LLuffman &mdash; Warren Myers \ud83d\udc27\ud83d\udc3f (@warrenmyers) May 4, 2023 from Twitter https:\/\/twitter.com\/warrenmyers May 04, 2023 at 11:25AM via &hellip;<br \/><a href=\"https:\/\/merikebi.warrenmyers.com\/?p=73225\" class=\"more-link pen_button pen_element_default pen_icon_arrow_double\">Continue reading <span class=\"screen-reader-text\">&#8220;implied distribution of the Huffman codes produced is not the same as the actual #LLaMA distribution, so a sufficiently motivated adversary would be able to distinguish whether the output text is from unmodified LLaMA vs. #LLuffman&#8221;<\/p>\n<p>https:\/\/t.co\/IudKTyLcbn <\/p>\n<p>#LLaMa_vs_LLuffman<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[4],"tags":[792],"keyring_services":[],"class_list":["post-73225","post","type-post","status-publish","format-standard","hentry","category-blih","tag-twitter"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts\/73225","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=73225"}],"version-history":[{"count":1,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts\/73225\/revisions"}],"predecessor-version":[{"id":73226,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts\/73225\/revisions\/73226"}],"wp:attachment":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=73225"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=73225"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=73225"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fkeyring_services&post=73225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}