{"id":933,"date":"2024-11-25T15:13:17","date_gmt":"2024-11-25T15:13:17","guid":{"rendered":"https:\/\/cmilab.org\/trend\/?page_id=933"},"modified":"2026-02-08T17:00:15","modified_gmt":"2026-02-08T17:00:15","slug":"language-models","status":"publish","type":"page","link":"https:\/\/cmilab.org\/aichip\/language-models\/","title":{"rendered":"Language Model"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"933\" class=\"elementor elementor-933\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4507358f e-flex e-con-boxed e-con e-parent\" data-id=\"4507358f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2933c802 elementor-widget__width-inherit elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"2933c802\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Language Models<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10b20b0b elementor-icon-list--layout-inline elementor-align-start elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"10b20b0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Home<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-right-arrow\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Robots<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-30df4195 e-flex e-con-boxed e-con e-parent\" data-id=\"30df4195\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-68ee0444 e-con-full e-flex e-con e-child\" data-id=\"68ee0444\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-39e8d3cf e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"39e8d3cf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:400}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-311a9247 elementor-widget elementor-widget-image\" data-id=\"311a9247\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"559\" src=\"https:\/\/cmilab.org\/aichip\/wp-content\/uploads\/2026\/02\/Co4n1-1-1024x716.png\" class=\"attachment-large size-large wp-image-2128\" alt=\"\" srcset=\"https:\/\/cmilab.org\/aichip\/wp-content\/uploads\/2026\/02\/Co4n1-1-1024x716.png 1024w, https:\/\/cmilab.org\/aichip\/wp-content\/uploads\/2026\/02\/Co4n1-1-300x210.png 300w, https:\/\/cmilab.org\/aichip\/wp-content\/uploads\/2026\/02\/Co4n1-1-768x537.png 768w, https:\/\/cmilab.org\/aichip\/wp-content\/uploads\/2026\/02\/Co4n1-1-1536x1075.png 1536w, https:\/\/cmilab.org\/aichip\/wp-content\/uploads\/2026\/02\/Co4n1-1-2048x1433.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c534a79 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"2c534a79\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:500}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-260b8fab elementor-widget elementor-widget-text-editor\" data-id=\"260b8fab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Early results in natural language processing show that a single-layer TPNs model (8M parameters, ~O(N) complexity outpaced the BabyLM Challenge baselines, GPT-2 (124M parameters, 12 layers, O(N^2)) and GPT-BERT (30M, 12 layers, O(N^2)). See: https:\/\/aclanthology.org\/2025.babylm-main.24\/<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Language Models Home Robots Early results in natural language processing show that a single-layer TPNs model (8M parameters, ~O(N) complexity outpaced the BabyLM Challenge baselines, GPT-2 (124M parameters, 12 layers, O(N^2)) and GPT-BERT (30M, 12 layers, O(N^2)). See: https:\/\/aclanthology.org\/2025.babylm-main.24\/<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-933","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/pages\/933","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/comments?post=933"}],"version-history":[{"count":34,"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/pages\/933\/revisions"}],"predecessor-version":[{"id":2137,"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/pages\/933\/revisions\/2137"}],"wp:attachment":[{"href":"https:\/\/cmilab.org\/aichip\/wp-json\/wp\/v2\/media?parent=933"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}