{"id":232181,"date":"2026-06-30T13:01:38","date_gmt":"2026-06-30T11:01:38","guid":{"rendered":"https:\/\/www.danysoft.com\/mellum2-thinking\/"},"modified":"2026-06-30T13:32:16","modified_gmt":"2026-06-30T11:32:16","slug":"mellum2-thinking","status":"publish","type":"post","link":"https:\/\/www.danysoft.com\/pt-pt\/mellum2-thinking\/","title":{"rendered":"Mellum2 Thinking"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt5rxne-c4916be71a7fc95857a1b846c69eda93\">\n.avia-section.av-mqt5rxne-c4916be71a7fc95857a1b846c69eda93 .av-section-color-overlay{\nopacity:0.2;\nbackground-color:#071a50;\n}\n#top .avia-section.av-mqt5rxne-c4916be71a7fc95857a1b846c69eda93 .scroll-down-link{\ncolor:#ffffff;\n}\n#top .avia-section.av-mqt5rxne-c4916be71a7fc95857a1b846c69eda93 .scroll-down-link.avia-svg-icon svg:first-child{\nstroke:#ffffff;\nfill:#ffffff;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section 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av-subheading av-subheading_below'><p>Uma IA especialmente indicada para programadores.<\/p>\n<\/div><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt79k2a-58edd70dce9d7c4d88c2d97b72a1b4ab\">\n.avia-section.av-mqt79k2a-58edd70dce9d7c4d88c2d97b72a1b4ab{\nbackground-color:#020713;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_2'  class='avia-section av-mqt79k2a-58edd70dce9d7c4d88c2d97b72a1b4ab main_color avia-section-small avia-no-border-styling  avia-builder-el-3  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-232181'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt6dao1-856213ece0efe00fef4bde584be1cd25\">\n#top .av_textblock_section.av-mqt6dao1-856213ece0efe00fef4bde584be1cd25 .avia_textblock{\nfont-size:18px;\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-mqt6dao1-856213ece0efe00fef4bde584be1cd25 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\">Recentemente, a <strong>JetBrains<\/strong> anunciou que o <strong>Mellum2<\/strong>, uma IA para desenvolvimento de software, passa a ser um modelo de <strong>pesos abertos<\/strong> (<em>open weights<\/em>) distribu\u00eddo sob a licen\u00e7a <strong>Apache 2.0<\/strong>, o que permite utiliz\u00e1-lo, modific\u00e1-lo e implement\u00e1-lo sem custos de licenciamento.<\/p>\n<\/div><\/section>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-dg54dvv-9a2bb6d524549db0b93c80211a35e3bc\">\n.avia-section.av-dg54dvv-9a2bb6d524549db0b93c80211a35e3bc{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/www.danysoft.com\/wp-content\/uploads\/2026\/06\/PAG-WEB-IMAGEN-COMPLETA-3.png);\nbackground-position:0% 0%;\nbackground-attachment:fixed;\n}\n.avia-section.av-dg54dvv-9a2bb6d524549db0b93c80211a35e3bc .av-section-color-overlay{\nopacity:0.9;\nbackground-color:#ffffff;\n}\n<\/style>\n<div id='av_section_3'  class='avia-section av-dg54dvv-9a2bb6d524549db0b93c80211a35e3bc main_color avia-section-default avia-no-border-styling  avia-builder-el-5  el_after_av_section  el_before_av_section  avia-full-contain avia-bg-style-fixed av-section-color-overlay-active container_wrap sidebar_right'  data-section-bg-repeat='contain'><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-232181'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be\">\n#top .av-special-heading.av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be{\npadding-bottom:10px;\nfont-size:40px;\n}\nbody .av-special-heading.av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be .av-special-heading-tag{\nfont-size:40px;\n}\n.av-special-heading.av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-mqtatg4o-8c5ed3e2af065cf49445f542fa1b42be av-special-heading-h3 blockquote modern-quote modern-centered  avia-builder-el-6  el_before_av_textblock  avia-builder-el-first  av-inherit-size'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >O que \u00e9 exatamente o Mellum2 Thinking?<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt6hzrg-29d7325595e00d0272f698e36d2f3d65\">\n#top .av_textblock_section.av-mqt6hzrg-29d7325595e00d0272f698e36d2f3d65 .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-mqt6hzrg-29d7325595e00d0272f698e36d2f3d65 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p>\u00c9 uma variante do <strong>Mellum2<\/strong>, um modelo <strong>Mixture of Experts (MoE)<\/strong> com <strong>12 mil milh\u00f5es de par\u00e2metros no total<\/strong>, embora apenas cerca de <strong>2,5 mil milh\u00f5es<\/strong> sejam ativados para cada token processado. Est\u00e1 especializado em <strong>desenvolvimento de software<\/strong> e foi concebido para resolver algumas das partes mais exigentes da IA em produ\u00e7\u00e3o: <strong>lat\u00eancia, desempenho e custo<\/strong>.<\/p>\n<div>\n<p>A vers\u00e3o <strong>Thinking<\/strong> est\u00e1 otimizada para tarefas que exigem <strong>racioc\u00ednio em v\u00e1rios passos<\/strong>, como planeamento, an\u00e1lise, depura\u00e7\u00e3o ou resolu\u00e7\u00e3o de problemas complexos, enquanto a vers\u00e3o <strong>Instruct<\/strong> d\u00e1 prioridade a respostas mais diretas e concisas.<\/p>\n<\/div>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt6yppu-854bc234945876bbc0e19ebd993635fa\">\n#top .av_textblock_section.av-mqt6yppu-854bc234945876bbc0e19ebd993635fa .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-mqt6yppu-854bc234945876bbc0e19ebd993635fa '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Mellum2 pode ser interessante se procura:<\/p>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt8v1h6-444bf8a276b03765d128e0043a98fad4\">\n@keyframes av_boxShadowEffect_av-mqt8v1h6-444bf8a276b03765d128e0043a98fad4-column {\n0%   { box-shadow:  0 0 0 0 #0e6268; opacity: 1; }\n100% { box-shadow:  0 0 10px 0 #0e6268; opacity: 1; }\n}\n.flex_column.av-mqt8v1h6-444bf8a276b03765d128e0043a98fad4{\nbox-shadow: 0 0 10px 0 #0e6268;\nborder-radius:30px 30px 30px 30px;\npadding:20px 20px 20px 20px;\nbackground-color:rgba(239,239,239,0.46);\n}\n<\/style>\n<div  class='flex_column av-mqt8v1h6-444bf8a276b03765d128e0043a98fad4 av_one_half  avia-builder-el-9  el_after_av_textblock  el_before_av_one_half  first flex_column_div shadow-not-animated  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt8qgpv-8a5a25edeb6cb5006e75d960d1baedc4\">\n#top .av_textblock_section.av-mqt8qgpv-8a5a25edeb6cb5006e75d960d1baedc4 .avia_textblock{\ncolor:#000000;\n}\n<\/style>\n<section  class='av_textblock_section av-mqt8qgpv-8a5a25edeb6cb5006e75d960d1baedc4 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Aloj\u00e1-lo na sua pr\u00f3pria infraestrutura<\/strong><\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt8vl2r-acb2a9595d004448027552a13ab28c76\">\n@keyframes av_boxShadowEffect_av-mqt8vl2r-acb2a9595d004448027552a13ab28c76-column {\n0%   { box-shadow:  0 0 0 0 #0e6268; opacity: 1; }\n100% { box-shadow:  0 0 10px 0 #0e6268; opacity: 1; }\n}\n.flex_column.av-mqt8vl2r-acb2a9595d004448027552a13ab28c76{\nbox-shadow: 0 0 10px 0 #0e6268;\nborder-radius:30px 30px 30px 30px;\npadding:20px 20px 20px 20px;\nbackground-color:rgba(239,239,239,0.46);\n}\n<\/style>\n<div  class='flex_column av-mqt8vl2r-acb2a9595d004448027552a13ab28c76 av_one_half  avia-builder-el-11  el_after_av_one_half  el_before_av_one_half  flex_column_div shadow-not-animated  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt8spjc-05abcc7480f77af03fd0493685f95cb0\">\n#top .av_textblock_section.av-mqt8spjc-05abcc7480f77af03fd0493685f95cb0 .avia_textblock{\ncolor:#000000;\n}\n<\/style>\n<section  class='av_textblock_section av-mqt8spjc-05abcc7480f77af03fd0493685f95cb0 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Reduzir custos face a modelos muito maiores<\/strong><\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" 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class='av_textblock_section av-mqt8ruza-2cdd456869493baafa7f38c619cfd68f '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Integr\u00e1-lo com IDEs<\/strong><\/p>\n<p style=\"text-align: center;\"><em>(Rider, IntelliJ IDEA, Visual Studio Code, Delphi ou outros)<\/em><\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt8xo58-6752636a6afa22fff37e2c8eb30737e4\">\n@keyframes av_boxShadowEffect_av-mqt8xo58-6752636a6afa22fff37e2c8eb30737e4-column {\n0%   { box-shadow:  0 0 0 0 #0e6268; opacity: 1; }\n100% { box-shadow:  0 0 10px 0 #0e6268; opacity: 1; }\n}\n.flex_column.av-mqt8xo58-6752636a6afa22fff37e2c8eb30737e4{\nbox-shadow: 0 0 10px 0 #0e6268;\nborder-radius:30px 30px 30px 30px;\npadding:15px 15px 15px 15px;\nbackground-color:rgba(239,239,239,0.46);\n}\n<\/style>\n<div  class='flex_column av-mqt8xo58-6752636a6afa22fff37e2c8eb30737e4 av_one_half  avia-builder-el-15  el_after_av_one_half  el_before_av_hr  flex_column_div shadow-not-animated  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqt8tq4w-921a808735d787ae588e3c6b558a9b9b\">\n#top .av_textblock_section.av-mqt8tq4w-921a808735d787ae588e3c6b558a9b9b .avia_textblock{\ncolor:#000000;\n}\n<\/style>\n<section  class='av_textblock_section av-mqt8tq4w-921a808735d787ae588e3c6b558a9b9b '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Ter um modelo especializado em c\u00f3digo sem depender de servi\u00e7os cloud<\/strong><\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtkqffo-2a5bc3d55f51a54b2066b7095d663a56\">\n#top .hr.hr-invisible.av-mqtkqffo-2a5bc3d55f51a54b2066b7095d663a56{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-mqtkqffo-2a5bc3d55f51a54b2066b7095d663a56 hr-invisible  avia-builder-el-17  el_after_av_one_half  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtkocti-d5e5888d9cdec5b8a3694da3100e4bd0\">\n#top .av_textblock_section.av-mqtkocti-d5e5888d9cdec5b8a3694da3100e4bd0 .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-mqtkocti-d5e5888d9cdec5b8a3694da3100e4bd0 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><div style=\"text-align: center;\">Pode consultar o relat\u00f3rio t\u00e9cnico com os detalhes de desempenho:<\/div>\n<p style=\"text-align: center;\"><a class=\"fasc-button fasc-size-medium fasc-type-flat fasc-rounded-medium\" style=\"background-color: #33809e; color: #ffffff;\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/arxiv.org\/abs\/2605.31268\">Mellum2 Technical Report<\/a><\/p>\n<\/div><\/section>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6aan5aj-b8d39641d42d93b8485df414fc6a70b1\">\n.avia-section.av-6aan5aj-b8d39641d42d93b8485df414fc6a70b1{\nbackground-color:rgba(229,229,229,0.45);\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_4'  class='avia-section av-6aan5aj-b8d39641d42d93b8485df414fc6a70b1 main_color avia-section-default avia-no-border-styling  avia-builder-el-19  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-232181'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5\">\n#top .av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5{\npadding-bottom:10px;\ncolor:#3996af;\nfont-size:30px;\n}\nbody .av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 .av-special-heading-tag{\nfont-size:30px;\n}\n.av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 .special-heading-inner-border{\nborder-color:#3996af;\n}\n.av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-mqtczlrq-7dd6cb18f24862debb99fa2b0e8450a5 av-special-heading-h3 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-20  el_before_av_textblock  avia-builder-el-first  av-inherit-size'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Motores de infer\u00eancia dispon\u00edveis<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtbd1jo-521bd9142cd0536335ec07ca66b028b2\">\n#top .av_textblock_section.av-mqtbd1jo-521bd9142cd0536335ec07ca66b028b2 .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-mqtbd1jo-521bd9142cd0536335ec07ca66b028b2 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><style>\na {<br \/>    text-decoration: none;<br \/>    color: #464feb;<br \/>}<br \/>tr th, tr td {<br \/>    border: 1px solid #e6e6e6;<br \/>}<br \/>tr th {<br \/>    background-color: #f5f5f5;<br \/>}<br \/><\/style>\n<div>A JetBrains prop\u00f5e v\u00e1rias op\u00e7\u00f5es para carregar e executar o <strong>Mellum2 Thinking<\/strong>, facilitando a sua ado\u00e7\u00e3o de acordo com cada cen\u00e1rio:<\/div>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92\">\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler{\nbackground-color:rgba(239,239,239,0.45);\n}\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler.activeTitle{\ncolor:#50a2b8;\nborder-color:#50a2b8;\nbackground-color:rgba(80,162,184,0.07);\n}\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler:not(.activeTitle):hover .toggle_icon, #top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler:not(.activeTitle):hover .toggle_icon *{\nborder-color:#50a2b8 !important;\n}\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler .toggle_icon{\ncolor:#50a2b8;\nborder-color:#50a2b8;\n}\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler .toggle_icon > span{\ncolor:#50a2b8;\nborder-color:#50a2b8;\n}\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler.activeTitle .toggle_icon, #top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 p.toggler.activeTitle .toggle_icon > span{\ncolor:#50a2b8;\nborder-color:#50a2b8;\n}\n#top .togglecontainer.av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 .toggle_wrap .toggle_content{\nbackground-color:rgba(239,239,239,0.45);\n}\n<\/style>\n<div  class='togglecontainer av-mqtdbtfm-c967eec8a85b6956e527cc8650783f92 av-elegant-toggle  avia-builder-el-22  el_after_av_textblock  el_before_av_textblock  toggle_close_all' >\n<section class='av_toggle_section av-mqtd4856-be4bd8ebc7d178e81ebc56e86078ca04'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{All} \"  ><p id='toggle-toggle-id-1' data-fake-id='#toggle-id-1' class='toggler  av-title-above '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-1' data-slide-speed=\"200\" data-title=\"vLLM\" data-title-open=\"\" data-aria_collapsed=\"Click to expand: vLLM\" data-aria_expanded=\"Click to collapse: vLLM\">vLLM<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-1' aria-labelledby='toggle-toggle-id-1' role='region' class='toggle_wrap  av-title-above'  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>Provavelmente, a op\u00e7\u00e3o mais popular para servidores locais. Est\u00e1 otimizada para <strong>GPU NVIDIA<\/strong>, oferece elevado desempenho, permite gerir v\u00e1rios pedidos em simult\u00e2neo e mant\u00e9m janelas de contexto amplas. Al\u00e9m disso, o <strong>vLLM<\/strong> permite paralelismo entre GPUs para melhorar a concorr\u00eancia e o desempenho em ambientes exigentes.<\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mqtd6687-a613e26af33bb9ee9cf150a788b9aadb'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{All} \"  ><p id='toggle-toggle-id-2' data-fake-id='#toggle-id-2' class='toggler  av-title-above '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-2' data-slide-speed=\"200\" data-title=\"SGLang\" data-title-open=\"\" data-aria_collapsed=\"Click to expand: SGLang\" data-aria_expanded=\"Click to collapse: SGLang\">SGLang<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-2' aria-labelledby='toggle-toggle-id-2' role='region' class='toggle_wrap  av-title-above'  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>Orientado para agentes, workflows complexos e cen\u00e1rios avan\u00e7ados como <strong>RAG<\/strong>.<\/p>\n<div>\n<p><strong>RAG<\/strong> (<em>Retrieval-Augmented Generation<\/em>) \u00e9 uma t\u00e9cnica que permite complementar as respostas do modelo utilizando informa\u00e7\u00e3o proveniente de documenta\u00e7\u00e3o, bases de conhecimento ou reposit\u00f3rios corporativos.<\/p>\n<\/div>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mqtd7g8g-ff257fefc6ddf5182abe01ea18062bff'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{All} \"  ><p id='toggle-toggle-id-3' data-fake-id='#toggle-id-3' class='toggler  av-title-above '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-3' data-slide-speed=\"200\" data-title=\"Docker Model Runner\" data-title-open=\"\" data-aria_collapsed=\"Click to expand: Docker Model Runner\" data-aria_expanded=\"Click to collapse: Docker Model Runner\">Docker Model Runner<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-3' aria-labelledby='toggle-toggle-id-3' role='region' class='toggle_wrap  av-title-above'  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>Alternativa simplificada em que o Docker gere a transfer\u00eancia do modelo, o runtime e a exposi\u00e7\u00e3o do servi\u00e7o.<\/p>\n<\/div><\/div><\/div><\/section>\n<\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqte34w3-f4f1fb5464503b35a2bfe65caa0eba3d\">\n#top .av_textblock_section.av-mqte34w3-f4f1fb5464503b35a2bfe65caa0eba3d .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-mqte34w3-f4f1fb5464503b35a2bfe65caa0eba3d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Estes motores v\u00e3o permitir carregar os pesos do modelo em mem\u00f3ria\/GPU, receber os prompts, executar a infer\u00eancia, devolver as respostas e, opcionalmente, usar uma API compat\u00edvel com o formato de API HTTP popularizado pela OpenAI.<\/p>\n<div>\n<p>Mellum2 Thinking \u00e9 especialmente atrativo como modelo local para agentes ACP, porque combina licen\u00e7a aberta, foco em programa\u00e7\u00e3o e uma dimens\u00e3o razo\u00e1vel para execu\u00e7\u00e3o on-premise.<\/p>\n<p>ACP (Agent Client Protocol) \u00e9 um protocolo aberto que permite ligar agentes de IA a diferentes IDEs e editores, de forma semelhante \u00e0 forma como o LSP (Language Server Protocol) normalizou a integra\u00e7\u00e3o de ferramentas de an\u00e1lise de c\u00f3digo.<\/p>\n<\/div>\n<\/div><\/section>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtfaffl-9b240a8911aa9a640e96acf1d4e82c44\">\n.avia-section.av-mqtfaffl-9b240a8911aa9a640e96acf1d4e82c44{\nbackground-color:#efefef;\nbackground-image:url(https:\/\/www.danysoft.com\/wp-content\/uploads\/2026\/06\/PAG-WEB-IMAGEN-COMPLETA-4.png);\nbackground-repeat:no-repeat;\nbackground-position:0% 0%;\nbackground-attachment:fixed;\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.avia-section.av-mqtfaffl-9b240a8911aa9a640e96acf1d4e82c44 .av-section-color-overlay{\nopacity:0.9;\nbackground-color:#ffffff;\n}\n<\/style>\n<div id='av_section_5'  class='avia-section av-mqtfaffl-9b240a8911aa9a640e96acf1d4e82c44 main_color avia-section-small avia-no-border-styling  avia-builder-el-24  el_after_av_section  el_before_av_section  avia-full-stretch avia-bg-style-fixed av-section-color-overlay-active av-minimum-height av-minimum-height-50 av-height-50  container_wrap sidebar_right'  data-section-bg-repeat='stretch' data-av_minimum_height_pc='50' data-av_min_height_opt='50'><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-232181'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719\">\n#top .av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719{\npadding-bottom:10px;\ncolor:#3996af;\nfont-size:30px;\n}\nbody .av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 .av-special-heading-tag{\nfont-size:30px;\n}\n.av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 .special-heading-inner-border{\nborder-color:#3996af;\n}\n.av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-mqtg1bhi-2f7ccb50f85c067b15afa21ceec78719 av-special-heading-h3 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-25  el_before_av_textblock  avia-builder-el-first  av-inherit-size'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Op\u00e7\u00f5es de implementa\u00e7\u00e3o para Mellum2 Thinking IA para desenvolvimento de software<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqteev4i-bc8c1a2b19b5b7ee174664fc1fa0af0a\">\n#top .av_textblock_section.av-mqteev4i-bc8c1a2b19b5b7ee174664fc1fa0af0a .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-mqteev4i-bc8c1a2b19b5b7ee174664fc1fa0af0a '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Dependendo das suas necessidades, pode optar por diferentes abordagens:<\/p>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtg29ej-aa8b983cabeda0a6eb474e68122d231a\">\n@keyframes av_boxShadowEffect_av-mqtg29ej-aa8b983cabeda0a6eb474e68122d231a-column {\n0%   { box-shadow:  0 0 0 0 rgba(122,122,122,0.79); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(122,122,122,0.79); opacity: 1; }\n}\n.flex_column.av-mqtg29ej-aa8b983cabeda0a6eb474e68122d231a{\nbox-shadow: 0 0 10px 0 rgba(122,122,122,0.79);\nborder-radius:30px 30px 30px 30px;\npadding:30px 30px 30px 30px;\n}\n<\/style>\n<div  class='flex_column av-mqtg29ej-aa8b983cabeda0a6eb474e68122d231a av_one_half  avia-builder-el-27  el_after_av_textblock  el_before_av_one_half  first flex_column_div shadow-not-animated  column-top-margin'     ><section  class='av_textblock_section av-mqtezleg-92c0c78f379f3f3ce57b4a27812af704 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Equipamento individual<\/strong><\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtf05dd-1047d75ec0029142aeee3649d5c877b7\">\n#top .av_textblock_section.av-mqtf05dd-1047d75ec0029142aeee3649d5c877b7 .avia_textblock{\ntext-align:center;\n}\n<\/style>\n<section  class='av_textblock_section av-mqtf05dd-1047d75ec0029142aeee3649d5c877b7 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p>CPU: Ryzen 9 7900\/9900 ou Intel i9 moderno.<br \/>\nRAM: 64 GB.<br \/>\nGPU: 32 GB VRAM ou superior.<br \/>\nSSD NVMe.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-svk624r-25ef1e32d38d87e6d8bd52fac55fabcc\">\n@keyframes av_boxShadowEffect_av-svk624r-25ef1e32d38d87e6d8bd52fac55fabcc-column {\n0%   { box-shadow:  0 0 0 0 rgba(122,122,122,0.79); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(122,122,122,0.79); opacity: 1; }\n}\n.flex_column.av-svk624r-25ef1e32d38d87e6d8bd52fac55fabcc{\nbox-shadow: 0 0 10px 0 rgba(122,122,122,0.79);\nborder-radius:30px 30px 30px 30px;\npadding:12px 12px 12px 12px;\n}\n<\/style>\n<div  class='flex_column av-svk624r-25ef1e32d38d87e6d8bd52fac55fabcc av_one_half  avia-builder-el-30  el_after_av_one_half  el_before_av_one_half  flex_column_div shadow-not-animated  column-top-margin'     ><section  class='av_textblock_section av-mqtg5rar-32f53428ef8b55949a272e9142bea6d2 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Servidor corporativo<\/strong><br \/>\n(Desde IDEs, ACP ou agentes internos)<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtg71r0-664ae9fb1e86c7757b1ee58bba75774d\">\n#top .av_textblock_section.av-mqtg71r0-664ae9fb1e86c7757b1ee58bba75774d .avia_textblock{\ntext-align:center;\n}\n<\/style>\n<section  class='av_textblock_section av-mqtg71r0-664ae9fb1e86c7757b1ee58bba75774d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p>CPU: 16-32 n\u00facleos.<br \/>\nRAM: 128 GB.<br \/>\nGPU: <em>1x RTX<\/em> 5090 (32 GB) ou 1<em>x<\/em> A6000 (48 GB).<br \/>\nLinux + vLLM.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-q4m1lsb-dc059d0608750478d6d65970e98d50e3\">\n@keyframes av_boxShadowEffect_av-q4m1lsb-dc059d0608750478d6d65970e98d50e3-column {\n0%   { box-shadow:  0 0 0 0 rgba(122,122,122,0.79); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(122,122,122,0.79); opacity: 1; }\n}\n.flex_column.av-q4m1lsb-dc059d0608750478d6d65970e98d50e3{\nbox-shadow: 0 0 10px 0 rgba(122,122,122,0.79);\nborder-radius:30px 30px 30px 30px;\npadding:10px 10px 10px 10px;\n}\n<\/style>\n<div  class='flex_column av-q4m1lsb-dc059d0608750478d6d65970e98d50e3 av_one_half  avia-builder-el-33  el_after_av_one_half  el_before_av_one_half  first flex_column_div shadow-not-animated  column-top-margin'     ><section  class='av_textblock_section av-mqtg91r6-06ed8bed1a5a23e95a82b337770e159d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Sistemas simples<\/strong><br \/>\n(instala\u00e7\u00e3o com Ollama)<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mh482x7-cefbe95022d98858bada15af224cb8c6\">\n#top .av_textblock_section.av-mh482x7-cefbe95022d98858bada15af224cb8c6 .avia_textblock{\ntext-align:center;\n}\n<\/style>\n<section  class='av_textblock_section av-mh482x7-cefbe95022d98858bada15af224cb8c6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p>Ryzen 9 ou Intel i9 moderno.<br \/>\n64 GB RAM.<br \/>\nGPU de 32 GB VRAM ou superior.<br \/>\nSSD NVMe.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-gcnvx3f-f031634e45ce3d3231d2fbbf541073a1\">\n@keyframes av_boxShadowEffect_av-gcnvx3f-f031634e45ce3d3231d2fbbf541073a1-column {\n0%   { box-shadow:  0 0 0 0 rgba(122,122,122,0.79); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(122,122,122,0.79); opacity: 1; }\n}\n.flex_column.av-gcnvx3f-f031634e45ce3d3231d2fbbf541073a1{\nbox-shadow: 0 0 10px 0 rgba(122,122,122,0.79);\nborder-radius:30px 30px 30px 30px;\npadding:40px 40px 40px 40px;\n}\n<\/style>\n<div  class='flex_column av-gcnvx3f-f031634e45ce3d3231d2fbbf541073a1 av_one_half  avia-builder-el-36  el_after_av_one_half  el_before_av_hr  flex_column_div shadow-not-animated  column-top-margin'     ><section  class='av_textblock_section av-d3bpg23-73646abbd83a934fddbb174870703052 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><strong>Implementa\u00e7\u00e3o simplificada<\/strong><br \/>\nUtiliza\u00e7\u00e3o do Docker Model Runner<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqti7of9-6bfbfe344a0f0b294e87060cb74ddeb1\">\n#top .av_textblock_section.av-mqti7of9-6bfbfe344a0f0b294e87060cb74ddeb1 .avia_textblock{\ntext-align:center;\n}\n<\/style>\n<section  class='av_textblock_section av-mqti7of9-6bfbfe344a0f0b294e87060cb74ddeb1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><style>\na {<br \/>    text-decoration: none;<br \/>    color: #464feb;<br \/>}<br \/>tr th, tr td {<br \/>    border: 1px solid #e6e6e6;<br \/>}<br \/>tr th {<br \/>    background-color: #f5f5f5;<br \/>}<br \/><\/style>\n<div>A abordagem com Docker Model Runner \u00e9 mais simples, uma vez que o Docker se encarrega de transferir o modelo, iniciar o runtime e expor o servi\u00e7o.<\/div>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtjl53w-a6e8ce47e67b96e3226c5a9f7eccb181\">\n#top .hr.hr-invisible.av-mqtjl53w-a6e8ce47e67b96e3226c5a9f7eccb181{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-mqtjl53w-a6e8ce47e67b96e3226c5a9f7eccb181 hr-invisible  avia-builder-el-39  el_after_av_one_half  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtjcehr-bd99b83106352d38d6cef8b24cf3649b\">\n#top .av_textblock_section.av-mqtjcehr-bd99b83106352d38d6cef8b24cf3649b .avia_textblock{\nfont-size:18px;\ntext-align:center;\n}\n<\/style>\n<section  class='av_textblock_section av-mqtjcehr-bd99b83106352d38d6cef8b24cf3649b '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p>Para come\u00e7ar a trabalhar individualmente ou numa pequena equipa, pode come\u00e7ar com Ubuntu ou Windows, Ollama e Mellum2.<\/p>\n<div>\n<p>Ollama \u00e9 uma alternativa muito popular para executar modelos localmente. Simplifica enormemente a instala\u00e7\u00e3o e gest\u00e3o de modelos, pelo que \u00e9 especialmente adequada para testes, ambientes pessoais e pequenas equipas.<\/p>\n<\/div>\n<\/div><\/section>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div><div id='av_section_6'  class='avia-section av-sv7nyff-7589f3eaa8ba8b903570c325f68b73e9 main_color avia-section-default avia-no-border-styling  avia-builder-el-41  el_after_av_section  el_before_av_heading  avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-232181'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtjej2j-7a291a42f97d9900f5ec052ede118366\">\n#top .av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366{\npadding-bottom:10px;\ncolor:#000000;\nfont-size:30px;\n}\nbody .av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 .av-special-heading-tag{\nfont-size:30px;\n}\n.av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 .special-heading-inner-border{\nborder-color:#000000;\n}\n.av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-mqtjej2j-7a291a42f97d9900f5ec052ede118366 av-special-heading-h3 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-42  el_before_av_hr  avia-builder-el-first  av-inherit-size'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Uma alternativa s\u00f3lida para IA generativa no desenvolvimento<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-pztdwcr-e7d6d732fdbe31455ce682ede6bd4aa1\">\n#top .hr.hr-invisible.av-pztdwcr-e7d6d732fdbe31455ce682ede6bd4aa1{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-pztdwcr-e7d6d732fdbe31455ce682ede6bd4aa1 hr-invisible  avia-builder-el-43  el_after_av_heading  el_before_av_one_half '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-kqr2gp7-e52ce226d958dfed412c9b14e14d23ea av_one_half  avia-builder-el-44  el_after_av_hr  el_before_av_one_half  first flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1tiey2z-bfa2a74513ca44f29542872b11e7aec8\">\n#top .hr.hr-invisible.av-1tiey2z-bfa2a74513ca44f29542872b11e7aec8{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-1tiey2z-bfa2a74513ca44f29542872b11e7aec8 hr-invisible  avia-builder-el-45  el_before_av_textblock  avia-builder-el-first '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-d9k5v4b-ddc25c27872165250a4c1af94b9535ab\">\n#top .av_textblock_section.av-d9k5v4b-ddc25c27872165250a4c1af94b9535ab .avia_textblock{\nfont-size:18px;\n}\n<\/style>\n<section  class='av_textblock_section av-d9k5v4b-ddc25c27872165250a4c1af94b9535ab '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Mellum2 Thinking representa uma alternativa muito interessante para organiza\u00e7\u00f5es que pretendem implementar capacidades de IA generativa nas suas pr\u00f3prias infraestruturas.<\/p>\n<div>\n<p>A sua licen\u00e7a aberta, a sua especializa\u00e7\u00e3o em desenvolvimento de software e os seus requisitos de infer\u00eancia reduzidos face a modelos de maior dimens\u00e3o tornam-no uma op\u00e7\u00e3o especialmente atrativa para equipas de desenvolvimento que trabalham com v\u00e1rios IDEs e linguagens de programa\u00e7\u00e3o.<\/p>\n<\/div>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqtjjjyg-78b8e5d431577b11a93a5e71853a6dc7\">\n@keyframes av_boxShadowEffect_av-mqtjjjyg-78b8e5d431577b11a93a5e71853a6dc7-column {\n0%   { box-shadow:  0 0 0 0 #efefef; 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Contacta-nos!<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqulweit-05f4c4d4090124e6afbbb06959b22b1b\">\n#top .av-special-heading.av-mqulweit-05f4c4d4090124e6afbbb06959b22b1b{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-mqulweit-05f4c4d4090124e6afbbb06959b22b1b .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-mqulweit-05f4c4d4090124e6afbbb06959b22b1b .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-mqulweit-05f4c4d4090124e6afbbb06959b22b1b av-special-heading-h3 blockquote elegant-quote elegant-centered  avia-builder-el-50  el_after_av_heading  el_before_av_custom_layout  avia-builder-el-last '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  ><span class=\"heading-wrap\">Mais informa\u00e7\u00e3o<\/span><\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n[av_one_full first min_height='' vertical_alignment='av-align-top' space='' row_boxshadow='' row_boxshadow_width='10' row_boxshadow_color='' custom_margin='' margin='0px' av-desktop-margin='' av-medium-margin='' av-small-margin='' av-mini-margin='' mobile_breaking='' mobile_column_order='' border='' border_style='solid' border_color='' radius='' min_col_height='' padding='' av-desktop-padding='' av-medium-padding='' av-small-padding='' av-mini-padding='' svg_div_top='' svg_div_top_color='#333333' svg_div_top_width='100' svg_div_top_height='50' svg_div_top_max_height='none' svg_div_top_flip='' svg_div_top_invert='' svg_div_top_front='' svg_div_top_opacity='' svg_div_top_preview='' svg_div_bottom='' svg_div_bottom_color='#333333' svg_div_bottom_width='100' svg_div_bottom_height='50' svg_div_bottom_max_height='none' svg_div_bottom_flip='' svg_div_bottom_invert='' svg_div_bottom_front='' svg_div_bottom_opacity='' svg_div_bottom_preview='' fold_type='' fold_height='' fold_more='Leer m\u00e1s' fold_less='Read less' fold_text_style='' fold_btn_align='' column_boxshadow='' column_boxshadow_width='10' column_boxshadow_color='' background='bg_color' background_color='' background_gradient_direction='vertical' background_gradient_color1='#000000' background_gradient_color2='#ffffff' background_gradient_color3='' src='' src_dynamic='' background_position='top left' background_repeat='no-repeat' highlight='' highlight_size='' fold_overlay_color='' fold_text_color='' fold_btn_color='theme-color' fold_btn_bg_color='' fold_btn_font_color='' size-btn-text='' av-desktop-font-size-btn-text='' av-medium-font-size-btn-text='' av-small-font-size-btn-text='' av-mini-font-size-btn-text='' animation='' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' fold_timer='' z_index_fold='' css_position='' css_position_location='' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location='' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location='' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location='' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location='' av-mini-css_position_z_index='' link='' link_dynamic='' linktarget='' link_hover='' title_attr='' alt_attr='' mobile_display='' mobile_col_pos='0' id='' custom_class='' template_class='' aria_label='' av_uid='av-7dlu6kv' sc_version='1.0']\r\n\r\n[av_codeblock wrapper_element='' wrapper_element_attributes='' codeblock_type='' alb_description='' id='' custom_class='' template_class='' av_uid='av-m7m26z8e' sc_version='1.0']\r\n<div style=\"width: 70%; margin: auto;\">[contact-form-7 id=\"8ec2bb3\" title=\"Gen\u00e9rico P\u00e1ginas de Productos PT\"]<\/div>\r\n[\/av_codeblock]\r\n\r\n[\/av_one_full]\n","protected":false},"excerpt":{"rendered":"<p>Mellum2 Thinking: IA para o desenvolvimento de software. 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