{"id":91525,"date":"2025-09-11T07:35:54","date_gmt":"2025-09-11T12:35:54","guid":{"rendered":"http:\/\/www.kateva.org\/sh\/?p=91525"},"modified":"2025-09-11T07:35:54","modified_gmt":"2025-09-11T12:35:54","slug":"primary-reason-nearly-all-llm-inference-endpoints-are-nondeterministic-is-that-the-load-and-thus-batch-size-nondeterministically-varies","status":"publish","type":"post","link":"http:\/\/www.kateva.org\/sh\/?p=91525","title":{"rendered":"\u201cprimary reason nearly all LLM inference endpoints are nondeterministic is that the load (and thus batch-size) nondeterministically varies!\u201d"},"content":{"rendered":"<p><a href=\"https:\/\/simonwillison.net\/2025\/Sep\/11\/defeating-nondeterminism\/#atom-everything\">https:\/\/simonwillison.net\/2025\/Sep\/11\/defeating-nondeterminism\/#atom-everything<\/a><\/p>\n<p>Not primarily floating point arithmetic<\/p>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/simonwillison.net\/2025\/Sep\/11\/defeating-nondeterminism\/#atom-everything Not primarily floating point arithmetic<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[28,40],"class_list":["post-91525","post","type-post","status-publish","format-standard","hentry","category-share","tag-ifttt","tag-pinboard-jgordon"],"_links":{"self":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/91525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=91525"}],"version-history":[{"count":1,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/91525\/revisions"}],"predecessor-version":[{"id":91526,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/91525\/revisions\/91526"}],"wp:attachment":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=91525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=91525"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=91525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}