{"id":587,"date":"2026-10-23T12:25:19","date_gmt":"2026-10-23T10:25:19","guid":{"rendered":"https:\/\/schwarzers.com\/?page_id=587"},"modified":"2026-10-23T13:06:10","modified_gmt":"2026-10-23T11:06:10","slug":"research-ai-ml-personalchatbot","status":"publish","type":"page","link":"https:\/\/schwarzers.com\/?page_id=587","title":{"rendered":"Research \u2013 AI\/ML \u2013 PersonalChatBot"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"587\" class=\"elementor elementor-587\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc40258 e-con-boxed e-flex e-con e-parent\" data-id=\"dc40258\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d536042 elementor-widget elementor-widget-heading\" data-id=\"d536042\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">U-Boot-Project<\/h1>\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-c3a428c e-con-boxed e-flex e-con e-parent\" data-id=\"c3a428c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c10934c elementor-widget elementor-widget-text-editor\" data-id=\"c10934c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>2023-03-31:<\/p><p>Currently there are 2 versions of the Camel (it is a camel &#8211; isn&#8217;t it): Windows+Ubuntu 22<br \/>Download all (needed) files into a single directory of choice and start with a command line within(!) this directory:<br \/>Windows:<\/p><blockquote><p>main &#8211;color &#8211;interactive-start<\/p><\/blockquote><p>or Linux:<\/p><blockquote><p>.\/main &#8211;color &#8211;interactive-start<\/p><\/blockquote><p>This works with the 7B model (the smallest one).<\/p><p>Other models may be loaded with the &#8222;-m &lt;model-name&gt;&#8220; option. \ud83d\ude09<\/p><p>Example of 13B model usage:<\/p><blockquote><p>.\/main &#8211;color &#8211;interactive-start -m ggml-alpaca-13b-q4.bin<\/p><\/blockquote>\t\t\t\t\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-33acb07 e-con-boxed e-flex e-con e-parent\" data-id=\"33acb07\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e34110a elementor-widget elementor-widget-heading\" data-id=\"e34110a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Download the 'Camels' ... 2023-MAR-31<\/h1>\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-20bcd6b e-con-boxed e-flex e-con e-parent\" data-id=\"20bcd6b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7da9795 elementor-widget elementor-widget-text-editor\" data-id=\"7da9795\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<b><h1>Linux (Ubuntu 22):<\/h1><\/b>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/main\">main [408.97kB, Alpaca, Linux]<\/a><br><br>\n<h2>&#8211; optional<\/h2>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/quantize\">quantize [378.34kB, Tool to quantize the float32 data from model to 4-bits]<\/a><br>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/libggml.a\">libggml.a [208.55kB]<\/a>\n<br><br>\n<b><h1>Windows (Win10\/Win11):<\/h1><\/b>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/main.exe\">main.exe [176,00kB, Alpaca, Win11]<\/a><br><br>\n<h2>&#8211; optional<\/h2>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/quantize.exe\">quantize.exe [85.00kB, Tool to quantize the float32 data from model to 4-bits]<\/a><br>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/ggml.lib\">ggml.lib [373.40kB]<\/a><br><br>\n\n<b><h1>Models (quantized):<\/h1><\/b>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/ggml-alpaca-7b-q4.bin\">Model 7B [3.92GB, 4-bit version]<\/a><br>\n<a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/ggml-alpaca-13b-q4.bin\">Model 13B [7.58GB, 4-bit version]<\/a>\t\t\t\t\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-0c629b8 e-con-boxed e-flex e-con e-parent\" data-id=\"0c629b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7949b0 elementor-widget elementor-widget-text-editor\" data-id=\"c7949b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ol><li>The executable runs on CPUs supporting the vector extensions (like AVX\/NEON\/etc)<\/li><li>To simply test it you need only two files: The executable and the 7B model &#8230;<\/li><\/ol>\t\t\t\t\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-3934332 e-con-boxed e-flex e-con e-parent\" data-id=\"3934332\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f37058a elementor-widget elementor-widget-heading\" data-id=\"f37058a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Helpful pages and explanation ...<\/h2>\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-edad6e2 e-con-boxed e-flex e-con e-parent\" data-id=\"edad6e2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ea44ea elementor-widget elementor-widget-text-editor\" data-id=\"7ea44ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>GitHub: <a href=\"https:\/\/github.com\/ItsPi3141\/alpaca.cpp\">https:\/\/github.com\/ItsPi3141\/alpaca.cpp<\/a><\/p><p>Simple Download HTML page: <a href=\"http:\/\/data.schwarzers.com\/Alpaca.cpp\/download.html\">http:\/\/data.schwarzers.com\/Alpaca.cpp\/download.html<\/a><\/p>\t\t\t\t\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":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"ocean_front_end_style_editor":"no","ocean_post_layout":"right-sidebar","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"default","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"on","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"default","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"on","ocean_display_footer_bottom":"on","ocean_custom_footer_template":"","footnotes":""},"class_list":["post-587","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/schwarzers.com\/index.php?rest_route=\/wp\/v2\/pages\/587","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/schwarzers.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/schwarzers.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/schwarzers.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/schwarzers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=587"}],"version-history":[{"count":2,"href":"https:\/\/schwarzers.com\/index.php?rest_route=\/wp\/v2\/pages\/587\/revisions"}],"predecessor-version":[{"id":676,"href":"https:\/\/schwarzers.com\/index.php?rest_route=\/wp\/v2\/pages\/587\/revisions\/676"}],"wp:attachment":[{"href":"https:\/\/schwarzers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=587"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}