{"id":37569,"date":"2025-01-11T01:33:20","date_gmt":"2025-01-11T01:33:20","guid":{"rendered":"\/tutoriels\/?p=37569"},"modified":"2025-03-04T00:07:49","modified_gmt":"2025-03-04T00:07:49","slug":"tutoriel-ollama-cli","status":"publish","type":"post","link":"\/fr\/tutoriels\/tutoriel-ollama-cli\/","title":{"rendered":"Tutoriel Ollama CLI : ex\u00e9cuter Ollama via le terminal"},"content":{"rendered":"<p class=\"wp-block-paragraph\">En tant qu&rsquo;outil puissant permettant d&rsquo;ex&eacute;cuter localement de grands mod&egrave;les de langage (LLM), Ollama offre aux d&eacute;veloppeurs, aux scientifiques des donn&eacute;es et aux utilisateurs techniques un plus grand contr&ocirc;le et une plus grande flexibilit&eacute; dans la personnalisation des mod&egrave;les.<\/p><p class=\"wp-block-paragraph\">Bien que vous puissiez utiliser Ollama avec des interfaces graphiques tierces comme Open WebUI pour des interactions plus simples, l&rsquo;ex&eacute;cuter via l&rsquo;interface de ligne de commande (CLI) vous permet de cr&eacute;er des mod&egrave;les personnalis&eacute;s bas&eacute;s sur des param&egrave;tres sp&eacute;cifiques et d&rsquo;automatiser les flux de travail &agrave; l&rsquo;aide de scripts.<\/p><p class=\"wp-block-paragraph\">Ce guide vous guidera dans l&rsquo;utilisation d&rsquo;Ollama via le CLI, depuis l&rsquo;apprentissage des commandes de base et l&rsquo;interaction avec les mod&egrave;les jusqu&rsquo;&agrave; l&rsquo;automatisation des t&acirc;ches et le d&eacute;ploiement de vos propres mod&egrave;les. &Agrave; la fin, vous serez en mesure d&rsquo;adapter Ollama &agrave; vos projets bas&eacute;s sur l&rsquo;IA.<\/p><h2 class=\"wp-block-heading\" id=\"h-configuration-d-ollama-dans-le-cli\">Configuration d&rsquo;Ollama dans le CLI<\/h2><p class=\"wp-block-paragraph\">Avant d&rsquo;utiliser Ollama dans le CLI, assurez-vous que vous avez bien <a href=\"https:\/\/www.hostinger.com\/fr\/tutoriels\/comment-installer-ollama\/\">l&rsquo;install&eacute; sur votre syst&egrave;me<\/a>. Pour le v&eacute;rifier, ouvrez votre terminal et ex&eacute;cutez la commande suivante :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama --version<\/pre><p class=\"wp-block-paragraph\">Vous devriez obtenir un r&eacute;sultat similaire &agrave; celui-ci :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdae4c7\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdae4c7\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"177\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-version-1024x177-1.png\/public\" alt=\"Sortie du terminal affichant la version d'Ollama install&eacute;e\" class=\"wp-image-37603\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-version-1024x177-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-version-1024x177-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-version-1024x177-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-version-1024x177-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Ensuite, familiarisez-vous avec les commandes essentielles d&rsquo;Ollama :<\/p><figure tabindex=\"0\" class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Commande<\/strong><\/td><td><strong>Description<\/strong><\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama serve<\/code><\/td><td>D&eacute;marre Ollama sur votre syst&egrave;me local.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama create &lt;new_model&gt;<\/code><\/td><td>Cr&eacute;e un nouveau mod&egrave;le &agrave; partir d&rsquo;un mod&egrave;le existant &agrave; des fins de personnalisation ou de formation.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama show &lt;model&gt;<\/code><\/td><td>Affiche les d&eacute;tails d&rsquo;un mod&egrave;le sp&eacute;cifique, tels que sa configuration et sa date de sortie.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama run &lt;model&gt;<\/code><\/td><td>Ex&eacute;cute le mod&egrave;le sp&eacute;cifi&eacute;, le rendant pr&ecirc;t pour l&rsquo;interaction<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama pull &lt;model&gt;<\/code><\/td><td>T&eacute;l&eacute;charge le mod&egrave;le sp&eacute;cifi&eacute; sur votre syst&egrave;me.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama list<\/code><\/td><td>Liste tous les mod&egrave;les t&eacute;l&eacute;charg&eacute;s.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama ps<\/code><\/td><td>Affiche les mod&egrave;les en cours d&rsquo;ex&eacute;cution.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama stop &lt;model&gt;<\/code><\/td><td>Arr&ecirc;te le mod&egrave;le en cours d&rsquo;ex&eacute;cution sp&eacute;cifi&eacute;.<\/td><\/tr><tr><td><code data-enlighter-language=\"generic\" class=\"EnlighterJSRAW\">ollama rm &lt;model&gt;<\/code><\/td><td>Supprime le mod&egrave;le sp&eacute;cifi&eacute; de votre syst&egrave;me.<\/td><\/tr><\/tbody><\/table><\/figure><h2 class=\"wp-block-heading\" id=\"h-utilisation-essentielle-d-ollama-dans-le-cli\">Utilisation essentielle d&rsquo;Ollama dans le CLI<\/h2><p class=\"wp-block-paragraph\">Cette section couvre l&rsquo;utilisation principale de l&rsquo;interface de programmation d&rsquo;Ollama, depuis l&rsquo;interaction avec les mod&egrave;les jusqu&rsquo;&agrave; l&rsquo;enregistrement des r&eacute;sultats du mod&egrave;le dans des fichiers.<\/p><h3 class=\"wp-block-heading\" id=\"h-execution-des-modeles\">Ex&eacute;cution des mod&egrave;les<\/h3><p class=\"wp-block-paragraph\">Pour commencer &agrave; utiliser des mod&egrave;les dans Ollama, vous devez d&rsquo;abord t&eacute;l&eacute;charger le mod&egrave;le souhait&eacute; &agrave; l&rsquo;aide de la commande <strong>pull. <\/strong>Par exemple, pour t&eacute;l&eacute;charger Llama <strong>3.2<\/strong>, ex&eacute;cutez la commande suivante :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama pull llama3.2<\/pre><p class=\"wp-block-paragraph\">Attendez la fin du t&eacute;l&eacute;chargement, la dur&eacute;e peut varier en fonction de la taille du fichier du mod&egrave;le.<\/p><p>\n\n\n        <div class=\"protip\">\n            <div class=\"protip__heading\">\n                <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                    <path d=\"M1.49234 23.5024C1.23229 23.5024 0.972242 23.4024 0.782206 23.2123C0.562165 22.9923 0.452144 22.6822 0.502153 22.3722C0.562165 21.9221 1.14227 17.9113 3.00262 16.351C3.63274 15.8209 4.43289 15.5509 5.26305 15.5609C6.09321 15.5909 6.87335 15.9109 7.47347 16.4911C8.6937 17.6913 8.76371 19.6717 7.6435 20.9919C6.0832 22.8523 2.08245 23.4324 1.63237 23.4924C1.59236 23.4924 1.54235 23.4924 1.50234 23.4924L1.49234 23.5024ZM5.16303 17.5613C4.84297 17.5613 4.53291 17.6713 4.29287 17.8813C3.60274 18.4614 3.07264 19.9317 2.75258 21.242C4.06282 20.9219 5.5331 20.3918 6.11321 19.7017C6.55329 19.1716 6.54329 18.3814 6.0832 17.9213C5.85316 17.7013 5.5431 17.5713 5.20304 17.5613C5.19304 17.5613 5.17303 17.5613 5.16303 17.5613ZM11.7243 21.8821C11.4942 21.8821 11.2642 21.8021 11.0841 21.652C10.8541 21.462 10.7241 21.1819 10.7241 20.8819V15.9109L8.08358 13.2705H3.11264C2.81259 13.2705 2.53254 13.1404 2.3425 12.9104C2.15246 12.6803 2.07245 12.3803 2.12246 12.0902C2.19247 11.7102 2.84259 8.36953 4.70294 7.12929C6.33325 6.04909 8.96375 6.49918 10.244 6.80923C11.5442 4.96889 13.2546 3.4286 15.2349 2.33839C17.4553 1.11816 19.9858 0.518051 22.4963 0.498047C23.0464 0.498047 23.4865 0.948132 23.4865 1.49824C23.4865 5.0389 22.3763 9.97983 17.1753 13.7605C17.4853 15.0408 17.9354 17.6613 16.8552 19.2816C15.615 21.1419 12.2744 21.7921 11.8943 21.8621C11.8343 21.8721 11.7743 21.8821 11.7143 21.8821H11.7243ZM12.7245 16.181V19.6016C13.7146 19.2916 14.7948 18.7915 15.2049 18.1814C15.675 17.4812 15.605 16.091 15.385 14.9008C14.5248 15.3808 13.6346 15.8109 12.7245 16.181ZM9.66388 12.0302L11.9643 14.3307C13.1845 13.8306 14.3648 13.2204 15.485 12.5103C19.9358 9.51974 21.2361 5.60901 21.4561 2.53843C19.6157 2.67846 17.8254 3.20856 16.2051 4.09872C14.2847 5.14892 12.6544 6.68921 11.4942 8.54956C10.7841 9.65977 10.174 10.82 9.66388 12.0302ZM4.39289 11.2701H7.81353C8.1936 10.3599 8.63368 9.46974 9.11377 8.60957C7.92355 8.38953 6.51329 8.31952 5.81315 8.78961C5.19304 9.19968 4.70294 10.3099 4.39289 11.2701Z\" fill=\"#673DE6\"\/>\n                <\/svg>\n                <p class=\"protip__title\">\n                    Conseil de pro                <\/p>\n            <\/div>\n            <p class=\"protip__content\">Si vous ne savez pas quel mod&egrave;le t&eacute;l&eacute;charger, consultez la <a href=\"https:\/\/ollama.com\/library\" target=\"_blank\" rel=\"noopener\">biblioth&egrave;que de mod&egrave;les officiels d'Ollama<\/a>. Elle fournit des d&eacute;tails importants pour chaque mod&egrave;le, notamment les options de personnalisation, la prise en charge des langues et les cas d'utilisation recommand&eacute;s.<\/p>\n                    <\/div>\n        \n\n\n\n<\/p><p class=\"wp-block-paragraph\">Apr&egrave;s avoir extrait le mod&egrave;le, vous pouvez l&rsquo;ex&eacute;cuter &agrave; l&rsquo;aide d&rsquo;une invite pr&eacute;d&eacute;finie comme celle-ci :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"Expliquez les bases de l'apprentissage automatique.\"<\/pre><p class=\"wp-block-paragraph\">Voici le r&eacute;sultat attendu :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdaf413\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdaf413\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"585\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-machine-learning-1024x585-1.png\/public\" alt=\"Terminal affichant la r&eacute;ponse d'un mod&egrave;le Ollama sur l'apprentissage automatique\" class=\"wp-image-37604\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-machine-learning-1024x585-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-machine-learning-1024x585-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-machine-learning-1024x585-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-machine-learning-1024x585-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Vous pouvez &eacute;galement ex&eacute;cuter le mod&egrave;le sans invite pour d&eacute;marrer une session interactive :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2<\/pre><p class=\"wp-block-paragraph\">Dans ce mode, vous pouvez saisir vos questions ou vos instructions, et le mod&egrave;le g&eacute;n&eacute;rera des r&eacute;ponses. Vous pouvez &eacute;galement poser des questions compl&eacute;mentaires pour obtenir des informations plus approfondies ou clarifier une r&eacute;ponse pr&eacute;c&eacute;dente, par exemple :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Pouvez-vous expliquer comment l'apprentissage automatique est utilis&eacute; dans le secteur de la sant&eacute; ?<\/pre><p class=\"wp-block-paragraph\">Lorsque vous avez fini d&rsquo;interagir avec le mod&egrave;le, tapez :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\/bye<\/pre><p class=\"wp-block-paragraph\">Cette op&eacute;ration permet de quitter la session et de revenir &agrave; l&rsquo;interface normale du terminal.<\/p><p>\n\n\n        <div class=\"protip\">\n            <div class=\"protip__heading\">\n                <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                    <path d=\"M1.49234 23.5024C1.23229 23.5024 0.972242 23.4024 0.782206 23.2123C0.562165 22.9923 0.452144 22.6822 0.502153 22.3722C0.562165 21.9221 1.14227 17.9113 3.00262 16.351C3.63274 15.8209 4.43289 15.5509 5.26305 15.5609C6.09321 15.5909 6.87335 15.9109 7.47347 16.4911C8.6937 17.6913 8.76371 19.6717 7.6435 20.9919C6.0832 22.8523 2.08245 23.4324 1.63237 23.4924C1.59236 23.4924 1.54235 23.4924 1.50234 23.4924L1.49234 23.5024ZM5.16303 17.5613C4.84297 17.5613 4.53291 17.6713 4.29287 17.8813C3.60274 18.4614 3.07264 19.9317 2.75258 21.242C4.06282 20.9219 5.5331 20.3918 6.11321 19.7017C6.55329 19.1716 6.54329 18.3814 6.0832 17.9213C5.85316 17.7013 5.5431 17.5713 5.20304 17.5613C5.19304 17.5613 5.17303 17.5613 5.16303 17.5613ZM11.7243 21.8821C11.4942 21.8821 11.2642 21.8021 11.0841 21.652C10.8541 21.462 10.7241 21.1819 10.7241 20.8819V15.9109L8.08358 13.2705H3.11264C2.81259 13.2705 2.53254 13.1404 2.3425 12.9104C2.15246 12.6803 2.07245 12.3803 2.12246 12.0902C2.19247 11.7102 2.84259 8.36953 4.70294 7.12929C6.33325 6.04909 8.96375 6.49918 10.244 6.80923C11.5442 4.96889 13.2546 3.4286 15.2349 2.33839C17.4553 1.11816 19.9858 0.518051 22.4963 0.498047C23.0464 0.498047 23.4865 0.948132 23.4865 1.49824C23.4865 5.0389 22.3763 9.97983 17.1753 13.7605C17.4853 15.0408 17.9354 17.6613 16.8552 19.2816C15.615 21.1419 12.2744 21.7921 11.8943 21.8621C11.8343 21.8721 11.7743 21.8821 11.7143 21.8821H11.7243ZM12.7245 16.181V19.6016C13.7146 19.2916 14.7948 18.7915 15.2049 18.1814C15.675 17.4812 15.605 16.091 15.385 14.9008C14.5248 15.3808 13.6346 15.8109 12.7245 16.181ZM9.66388 12.0302L11.9643 14.3307C13.1845 13.8306 14.3648 13.2204 15.485 12.5103C19.9358 9.51974 21.2361 5.60901 21.4561 2.53843C19.6157 2.67846 17.8254 3.20856 16.2051 4.09872C14.2847 5.14892 12.6544 6.68921 11.4942 8.54956C10.7841 9.65977 10.174 10.82 9.66388 12.0302ZM4.39289 11.2701H7.81353C8.1936 10.3599 8.63368 9.46974 9.11377 8.60957C7.92355 8.38953 6.51329 8.31952 5.81315 8.78961C5.19304 9.19968 4.70294 10.3099 4.39289 11.2701Z\" fill=\"#673DE6\"\/>\n                <\/svg>\n                <p class=\"protip__title\">\n                    Lecture conseill&eacute;e                <\/p>\n            <\/div>\n            <p class=\"protip__content\">Apprenez &agrave; <a href=\"\/fr\/tutoriels\/prompt-engineering\/\">cr&eacute;er des prompts IA efficaces<\/a> pour am&eacute;liorer vos r&eacute;sultats et vos interactions avec les mod&egrave;les Ollama.<\/p>\n                    <\/div>\n        \n\n\n\n<\/p><h3 class=\"wp-block-heading\" id=\"h-modeles-de-formation\">Mod&egrave;les de formation<\/h3><p class=\"wp-block-paragraph\">Si les mod&egrave;les open-source pr&eacute;-entra&icirc;n&eacute;s tels que Llama <strong>3.2 <\/strong>sont performants pour des t&acirc;ches g&eacute;n&eacute;rales comme la g&eacute;n&eacute;ration de contenu, ils ne r&eacute;pondent pas toujours aux besoins des cas d&rsquo;utilisation sp&eacute;cifiques. Pour am&eacute;liorer la pr&eacute;cision d&rsquo;un mod&egrave;le sur un sujet particulier, vous devez l&rsquo;entra&icirc;ner &agrave; l&rsquo;aide de donn&eacute;es pertinentes.<\/p><p class=\"wp-block-paragraph\">Notez toutefois que ces mod&egrave;les ont une <strong>m&eacute;moire &agrave; court terme limit&eacute;e<\/strong>, ce qui signifie que les donn&eacute;es d&rsquo;entra&icirc;nement ne sont conserv&eacute;es que pendant la conversation en cours. Lorsque vous quittez la session et en d&eacute;marrez une nouvelle, le mod&egrave;le ne se souvient pas des informations avec lesquelles vous l&rsquo;avez form&eacute; pr&eacute;c&eacute;demment.<\/p><p class=\"wp-block-paragraph\">Pour entra&icirc;ner le mod&egrave;le, d&eacute;marrez une session interactive. Ensuite, lancez la formation en saisissant une invite telle que :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Salut, je veux que tu apprennes [sujet]. Puis-je t'entra&icirc;ner sur cela ?<\/pre><p class=\"wp-block-paragraph\">Le mod&egrave;le r&eacute;pondra par quelque chose comme :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb0503\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb0503\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"78\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-training-1024x78-1.png\/public\" alt=\"Terminal affichant la r&eacute;ponse d'un mod&egrave;le Ollama &agrave; un message d'entra&icirc;nement\" class=\"wp-image-37605\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-training-1024x78-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-training-1024x78-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-training-1024x78-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-output-training-1024x78-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Vous pouvez ensuite fournir des informations de base sur le sujet pour aider le mod&egrave;le &agrave; comprendre :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb1109\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb1109\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"554\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-prompt-training-1024x554-1.png\/public\" alt=\"Terminal affichant une invite &agrave; des fins de formation\" class=\"wp-image-37606\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-prompt-training-1024x554-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-prompt-training-1024x554-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-prompt-training-1024x554-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-prompt-training-1024x554-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Pour poursuivre la formation et fournir plus d&rsquo;informations, demandez au mod&egrave;le de vous poser des questions sur le sujet. Par exemple :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Peux-tu me poser quelques questions sur [sujet] pour t'aider &agrave; mieux le comprendre ?<\/pre><p class=\"wp-block-paragraph\">Une fois que le mod&egrave;le dispose d&rsquo;un contexte suffisant sur le sujet, vous pouvez mettre fin &agrave; la formation et tester si le mod&egrave;le retient ces connaissances.<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb1c8d\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb1c8d\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"551\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-fast-beauty-phenomenon-1024x551-1.png\/public\" alt=\"Terminal affichant la r&eacute;ponse d'un mod&egrave;le Ollama apr&egrave;s la formation\" class=\"wp-image-37607\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-fast-beauty-phenomenon-1024x551-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-fast-beauty-phenomenon-1024x551-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-fast-beauty-phenomenon-1024x551-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-fast-beauty-phenomenon-1024x551-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><h3 class=\"wp-block-heading\" id=\"h-prompting-et-enregistrement-des-reponses-dans-des-fichiers\">Prompting et enregistrement des r&eacute;ponses dans des fichiers<\/h3><p class=\"wp-block-paragraph\">Dans Ollama, vous pouvez demander au mod&egrave;le d&rsquo;effectuer des t&acirc;ches &agrave; partir du contenu d&rsquo;un fichier, comme r&eacute;sumer un texte ou analyser des informations. Cette fonction est particuli&egrave;rement utile pour les documents longs, car elle &eacute;vite de devoir copier et coller du texte pour donner des instructions au mod&egrave;le.<\/p><p class=\"wp-block-paragraph\">Par exemple, si vous disposez d&rsquo;un fichier nomm&eacute; <strong>input.txt <\/strong>contenant les informations que vous souhaitez r&eacute;sumer, vous pouvez ex&eacute;cuter la commande suivante :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"R&eacute;sume le contenu de ce fichier en 50 mots.\" &lt; input.txt<\/pre><p class=\"wp-block-paragraph\">Le mod&egrave;le lit le contenu du fichier et g&eacute;n&egrave;re un r&eacute;sum&eacute; :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb2940\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb2940\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"151\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-summary-1024x151-1.png\/public\" alt=\"Terminal affichant la r&eacute;ponse d'un mod&egrave;le Ollama pour r&eacute;sumer un fichier TXT\" class=\"wp-image-37609\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-summary-1024x151-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-summary-1024x151-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-summary-1024x151-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-llama-3-2-response-summary-1024x151-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Ollama vous permet &eacute;galement d&rsquo;enregistrer les r&eacute;ponses du mod&egrave;le dans un fichier, ce qui facilite leur examen ou leur affinement ult&eacute;rieur. Voici un exemple de question pos&eacute;e au mod&egrave;le et d&rsquo;enregistrement de la r&eacute;ponse dans un fichier :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"Parle-moi de l'&eacute;nergie renouvelable.\"&gt; output.txt<\/pre><p class=\"wp-block-paragraph\">Cette op&eacute;ration permet d&rsquo;enregistrer la r&eacute;ponse du mod&egrave;le dans le fichier <strong>output.txt <\/strong>:<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb3350\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb3350\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"341\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-cat-output-1024x341-1.png\/public\" alt=\"Terminal affichant le contenu de output.txt &agrave; l'aide de la commande cat de Linux\" class=\"wp-image-37610\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-cat-output-1024x341-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-cat-output-1024x341-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-cat-output-1024x341-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-cat-output-1024x341-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><h2 class=\"wp-block-heading\" id=\"h-utilisation-avancee-d-ollama-dans-le-cli\">Utilisation avanc&eacute;e d&rsquo;Ollama dans le CLI<\/h2><p class=\"wp-block-paragraph\">Maintenant que vous avez compris l&rsquo;essentiel, explorons des utilisations plus avanc&eacute;es d&rsquo;Ollama &agrave; travers le CLI.<\/p><h3 class=\"wp-block-heading\" id=\"h-creation-de-modeles-personnalises\">Cr&eacute;ation de mod&egrave;les personnalis&eacute;s<\/h3><p class=\"wp-block-paragraph\">L&rsquo;un des principaux avantages de l&rsquo;ex&eacute;cution d&rsquo;Ollama via l&rsquo;interface de programmation est la possibilit&eacute; de cr&eacute;er un mod&egrave;le personnalis&eacute; en fonction de vos besoins sp&eacute;cifiques.<\/p><p class=\"wp-block-paragraph\">Pour ce faire, cr&eacute;ez un fichier de mod&egrave;le, qui constitue le plan de votre mod&egrave;le personnalis&eacute;. Le fichier d&eacute;finit des param&egrave;tres cl&eacute;s tels que le mod&egrave;le de base, les param&egrave;tres &agrave; ajuster et la mani&egrave;re dont le mod&egrave;le r&eacute;pondra aux invites.<\/p><p class=\"wp-block-paragraph\">Suivez les &eacute;tapes suivantes pour cr&eacute;er un mod&egrave;le personnalis&eacute; dans Ollama :<\/p><p class=\"wp-block-paragraph\"><strong>1. Cr&eacute;er un nouveau Modelfile<\/strong><\/p><p class=\"wp-block-paragraph\">Utilisez un &eacute;diteur de texte comme <a href=\"https:\/\/www.hostinger.com\/fr\/tutoriels\/nano\/\">nano<\/a> pour cr&eacute;er un nouveau Modelfile. Dans cet exemple, nous nommerons le fichier <strong>custom-modelfile <\/strong>:<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">nano custom-modelfile<\/pre><p class=\"wp-block-paragraph\">Ensuite, copiez et collez ce mod&egrave;le de base de Modelfile, que vous personnaliserez &agrave; l&rsquo;&eacute;tape suivante :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># Use Llama 3.2 as the base model\n\nFROM llama3.2\n\n# Adjust model parameters\n\nPARAMETER temperature 0.7\n\nPARAMETER num_ctx 3072\n\nPARAMETER stop \"assistant:\"\n\n# Define model behavior\n\nSYSTEM \"You are an expert in cyber security.\"\n\n# Customize the conversation template\n\nTEMPLATE \"\"\"{{ if .System }}Advisor: {{ .System }}{{ end }}\n\nClient: {{ .Prompt }}\n\nAdvisor: {{ .Response }}\"\"\"<\/pre><p class=\"wp-block-paragraph\"><strong>2. Personnaliser le Modelfile<\/strong><\/p><p class=\"wp-block-paragraph\">Voici les principaux &eacute;l&eacute;ments que vous pouvez personnaliser dans le fichier mod&egrave;le :<\/p><ul class=\"wp-block-list\">\n<li><strong>Mod&egrave;le de base (FROM)<\/strong>. D&eacute;finit le mod&egrave;le de base pour votre instance personnalis&eacute;e. Vous pouvez choisir parmi les mod&egrave;les disponibles tels que Llama <strong>3.2 <\/strong>:<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">FROM llama3.2<\/pre><ul class=\"wp-block-list\">\n<li><strong>Param&egrave;tres (PARAMETER)<\/strong>. Ils contr&ocirc;lent le comportement du mod&egrave;le, par exemple :\n<ul class=\"wp-block-list\">\n<li><strong>Temperature<\/strong>. Ajuste la cr&eacute;ativit&eacute; du mod&egrave;le. Des valeurs &eacute;lev&eacute;es comme <strong>1,0 <\/strong>le rendent plus cr&eacute;atif, tandis que des valeurs plus faibles comme <strong>0,5 <\/strong>le rendent plus concentr&eacute;.<\/li>\n<\/ul>\n<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">PARAMETER temperature 0.9<\/pre><ul class=\"wp-block-list\">\n<li><strong>Fen&ecirc;tre de contexte (num_ctx)<\/strong>. D&eacute;finit la quantit&eacute; de texte pr&eacute;c&eacute;dent que le mod&egrave;le utilise comme contexte.<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">PARAMETER num_ctx 4096<\/pre><ul class=\"wp-block-list\">\n<li><strong>Message du syst&egrave;me (SYSTEM)<\/strong>. D&eacute;finit la mani&egrave;re dont le mod&egrave;le doit se comporter. Par exemple, vous pouvez lui demander de se comporter comme un personnage sp&eacute;cifique ou d&rsquo;&eacute;viter de r&eacute;pondre &agrave; des questions non pertinentes :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">SYSTEM &ldquo;You are an expert in cyber security. Only answer questions related to cyber security. If asked anything unrelated, respond with: &lsquo;I only answer questions related to cyber security.&rsquo;\"<\/pre><ul class=\"wp-block-list\">\n<li><strong>Mod&egrave;le (TEMPLATE)<\/strong>. Personnaliser la fa&ccedil;on de structurer l&rsquo;interaction entre l&rsquo;utilisateur et le mod&egrave;le. Par exemple :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">TEMPLATE \"\"\"{{ if .System }}&lt;|start|&gt;system\n\n{{ .System }}&lt;|end|&gt;{{ end }}\n\n&lt;|start|&gt;user\n\n{{ .Prompt }}&lt;|end|&gt;\n\n&lt;|start|&gt;assistant\n\n\"\"\"<\/pre><p class=\"wp-block-paragraph\">Apr&egrave;s avoir effectu&eacute; les ajustements n&eacute;cessaires, enregistrez le fichier et quittez <strong>nano <\/strong>en appuyant sur <strong>Ctrl + X &rarr; Y &rarr; Entr&eacute;e<\/strong>.<\/p><p class=\"wp-block-paragraph\"><strong>3. Cr&eacute;er et ex&eacute;cuter le mod&egrave;le personnalis&eacute;<\/strong><\/p><p class=\"wp-block-paragraph\">Une fois que votre fichier mod&egrave;le est pr&ecirc;t, utilisez la commande ci-dessous pour cr&eacute;er un mod&egrave;le bas&eacute; sur le fichier :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama create custom-model-name -f .\/custom-modelfile<\/pre><p class=\"wp-block-paragraph\">Vous devriez voir une sortie indiquant que le mod&egrave;le a &eacute;t&eacute; cr&eacute;&eacute; avec succ&egrave;s :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb4764\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb4764\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"235\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-create-custom-model-name-success-1024x235-1.png\/public\" alt=\"Sortie du terminal affichant la cr&eacute;ation r&eacute;ussie d'un mod&egrave;le personnalis&eacute;\" class=\"wp-image-37611\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-create-custom-model-name-success-1024x235-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-create-custom-model-name-success-1024x235-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-create-custom-model-name-success-1024x235-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-ollama-create-custom-model-name-success-1024x235-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Ensuite, il faut le faire fonctionner comme n&rsquo;importe quel autre mod&egrave;le :<\/p><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run custom-model-name<\/pre><p class=\"wp-block-paragraph\">Le mod&egrave;le d&eacute;marre alors avec les personnalisations que vous avez appliqu&eacute;es, et vous pouvez interagir avec lui :<\/p><div class=\"wp-block-image\">\n<figure data-wp-context='{\"imageId\":\"6a7774fdb5163\"}' data-wp-interactive=\"core\/image\" data-wp-key=\"6a7774fdb5163\" class=\"aligncenter size-full wp-lightbox-container\"><img decoding=\"async\" width=\"1024\" height=\"135\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-custom-model-name-response-1024x135-2.png\/public\" alt=\"Terminal affichant la r&eacute;ponse d'un mod&egrave;le personnalis&eacute; &agrave; un sujet sans rapport avec celui-ci\" class=\"wp-image-37612\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-custom-model-name-response-1024x135-2.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-custom-model-name-response-1024x135-2.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-custom-model-name-response-1024x135-2.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2025\/01\/terminal-custom-model-name-response-1024x135-2.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><button class=\"lightbox-trigger\" type=\"button\" aria-haspopup=\"dialog\" data-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\" data-wp-init=\"callbacks.initTriggerButton\" data-wp-on--click=\"actions.showLightbox\" data-wp-style--right=\"state.thisImage.buttonRight\" data-wp-style--top=\"state.thisImage.buttonTop\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\"><\/path>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><p class=\"wp-block-paragraph\">Vous pouvez continuellement am&eacute;liorer et affiner le fichier de mod&egrave;le en ajustant les param&egrave;tres, en modifiant les messages du syst&egrave;me, en ajoutant des mod&egrave;les plus avanc&eacute;s ou m&ecirc;me en incluant vos propres ensembles de donn&eacute;es. Enregistrez les modifications et relancez le mod&egrave;le pour en voir les effets.<\/p><h3 class=\"wp-block-heading\" id=\"h-automatisation-des-taches-avec-des-scripts\">Automatisation des t&acirc;ches avec des scripts<\/h3><p class=\"wp-block-paragraph\">L&rsquo;automatisation des t&acirc;ches r&eacute;p&eacute;titives dans Ollama permet de gagner du temps et d&rsquo;assurer la coh&eacute;rence du flux de travail. En utilisant des scripts bash, vous pouvez ex&eacute;cuter des commandes automatiquement. Par ailleurs, avec les jobs cron, vous pouvez planifier des t&acirc;ches &agrave; ex&eacute;cuter &agrave; des heures sp&eacute;cifiques. Voici comment commencer :<\/p><p class=\"wp-block-paragraph\"><strong>Cr&eacute;er et ex&eacute;cuter des scripts bash<\/strong><\/p><p class=\"wp-block-paragraph\">Vous pouvez <a href=\"https:\/\/www.hostinger.com\/fr\/tutoriels\/script-bash\/\">cr&eacute;er un script bash<\/a> qui ex&eacute;cute les commandes Ollama. Voici comment proc&eacute;der :<\/p><ol class=\"wp-block-list\">\n<li>Ouvrez un &eacute;diteur de texte et cr&eacute;ez un nouveau fichier nomm&eacute; <strong>ollama-script.sh <\/strong>:<\/li>\n<\/ol><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">nano ollama-script.sh<\/pre><ol start=\"2\" class=\"wp-block-list\">\n<li>Ajouter les commandes Ollama n&eacute;cessaires dans le script. Par exemple, pour ex&eacute;cuter un mod&egrave;le et enregistrer la sortie dans un fichier :<\/li>\n<\/ol><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">#!\/bin\/bash\n\n# Run the model and save the output to a file\n\nollama run llama3.2 \"What are the latest trends in AI?\" &gt; ai-output.txt<\/pre><ol start=\"3\" class=\"wp-block-list\">\n<li>Rendez le script ex&eacute;cutable en <a href=\"https:\/\/www.hostinger.com\/fr\/tutoriels\/changer-permissions-fichier-linux\/\">lui donnant les permissions correctes<\/a> :<\/li>\n<\/ol><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">chmod +x ollama-script.sh<\/pre><ol start=\"4\" class=\"wp-block-list\">\n<li>Ex&eacute;cutez le script directement &agrave; partir du terminal :<\/li>\n<\/ol><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">.\/ollama-script.sh<\/pre><p class=\"wp-block-paragraph\"><strong>Mettre en place des jobs cron pour automatiser les t&acirc;ches<\/strong><\/p><p class=\"wp-block-paragraph\">Vous pouvez combiner votre script avec un <a href=\"https:\/\/www.hostinger.com\/fr\/tutoriels\/cron-job\/\">job cron<\/a> pour automatiser des t&acirc;ches telles que l&rsquo;ex&eacute;cution r&eacute;guli&egrave;re de mod&egrave;les. Voici comment configurer un job cron pour ex&eacute;cuter automatiquement les scripts Ollama :<\/p><ol class=\"wp-block-list\">\n<li>Ouvrez l&rsquo;&eacute;diteur crontab en tapant :<\/li>\n<\/ol><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">crontab -e<\/pre><ol start=\"2\" class=\"wp-block-list\">\n<li>Ajoutez une ligne sp&eacute;cifiant l&rsquo;horaire et le script que vous souhaitez ex&eacute;cuter. Par exemple, pour ex&eacute;cuter le script tous les dimanches &agrave; minuit :<\/li>\n<\/ol><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">0 0 * * 0 \/path\/to\/ollama-script.sh<\/pre><ol start=\"3\" class=\"wp-block-list\">\n<li>Sauvegardez et quittez l&rsquo;&eacute;diteur apr&egrave;s avoir ajout&eacute; la t&acirc;che cron.<\/li>\n<\/ol><h2 class=\"wp-block-heading\" id=\"h-cas-d-utilisation-courants-pour-le-cli\">Cas d&rsquo;utilisation courants pour le CLI<\/h2><p class=\"wp-block-paragraph\">Voici quelques exemples concrets d&rsquo;utilisation de la CLI d&rsquo;Ollama.<\/p><p class=\"wp-block-paragraph\"><strong>G&eacute;n&eacute;ration de texte<\/strong><\/p><p class=\"wp-block-paragraph\">Vous pouvez utiliser des mod&egrave;les pr&eacute;form&eacute;s pour cr&eacute;er des r&eacute;sum&eacute;s, g&eacute;n&eacute;rer du contenu ou r&eacute;pondre &agrave; des questions sp&eacute;cifiques.<\/p><ul class=\"wp-block-list\">\n<li>R&eacute;sumer un grand fichier texte :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"R&eacute;sumez le texte suivant:\" &lt; long-document.txt<\/pre><ul class=\"wp-block-list\">\n<li>G&eacute;n&eacute;rer du contenu tel que des articles de blog ou des descriptions de produits :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"R&eacute;digez un court article sur les avantages de l'utilisation de l'IA dans le domaine de la sant&eacute;.\"&gt; article.txt<\/pre><ul class=\"wp-block-list\">\n<li>R&eacute;pondre &agrave; des questions sp&eacute;cifiques pour faciliter la recherche :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"Quelles sont les derni&egrave;res tendances en IA et comment vont-elles affecter le secteur de la sant&eacute; ?\"<\/pre><p class=\"wp-block-paragraph\"><strong>Traitement, analyse et pr&eacute;vision des donn&eacute;es<\/strong><\/p><p class=\"wp-block-paragraph\">Ollama vous permet &eacute;galement de traiter des t&acirc;ches de traitement de donn&eacute;es telles que la classification de textes, l&rsquo;analyse de sentiments et la pr&eacute;diction.<\/p><ul class=\"wp-block-list\">\n<li>Classification des textes en sentiments positifs, n&eacute;gatifs ou neutres :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"Analyse le sentiment de cet avis client : 'Le produit est fantastique, mais la livraison a &eacute;t&eacute; lente'\"<\/pre><ul class=\"wp-block-list\">\n<li>Classer le texte dans des cat&eacute;gories pr&eacute;d&eacute;finies :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"Classer ce texte dans les cat&eacute;gories suivantes : Nouvelles, Opinion ou Revue.\" &lt; textfile.txt<\/pre><ul class=\"wp-block-list\">\n<li>Pr&eacute;dire un r&eacute;sultat sur la base des donn&eacute;es fournies :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama run llama3.2 \"Pr&eacute;dire la tendance du prix de l'action pour le mois prochain en se basant sur les donn&eacute;es suivantes :\" &lt; stock-data.txt<\/pre><p class=\"wp-block-paragraph\"><strong>Int&eacute;gration avec des outils externes<\/strong><\/p><p class=\"wp-block-paragraph\">Une autre utilisation courante de l&rsquo;interface de programmation d&rsquo;Ollama consiste &agrave; la combiner avec des outils externes pour automatiser le traitement des donn&eacute;es et &eacute;tendre les capacit&eacute;s d&rsquo;autres programmes.<\/p><ul class=\"wp-block-list\">\n<li>Int&eacute;grer Ollama avec une API tierce pour r&eacute;cup&eacute;rer les donn&eacute;es, les traiter et g&eacute;n&eacute;rer des r&eacute;sultats :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">curl -X GET \"https:\/\/api.example.com\/data\" | ollama run llama3.2 \"Analysez les donn&eacute;es API suivantes et r&eacute;sumez les informations cl&eacute;s.\"<\/pre><ul class=\"wp-block-list\">\n<li>Utiliser du code Python pour ex&eacute;cuter un sous-processus avec Ollama :<\/li>\n<\/ul><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import subprocess\n\nresult = subprocess.run(['ollama', 'run', 'llama3.2', 'Donne-moi les derni&egrave;res tendances du march&eacute; boursier'], capture_output=True)\n\nprint(result.stdout.decode())<\/pre><figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.hostinger.com\/fr\/vps\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" width=\"1024\" height=\"300\" src=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2022\/12\/FR-VPS-hosting_in-text-banner-1024x300-1.png\/public\" alt=\"\" class=\"wp-image-41471\" srcset=\"https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2022\/12\/FR-VPS-hosting_in-text-banner-1024x300-1.png\/w=1024,fit=scale-down 1024w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2022\/12\/FR-VPS-hosting_in-text-banner-1024x300-1.png\/w=300,fit=scale-down 300w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2022\/12\/FR-VPS-hosting_in-text-banner-1024x300-1.png\/w=150,fit=scale-down 150w, https:\/\/imagedelivery.net\/LqiWLm-3MGbYHtFuUbcBtA\/wp-content\/uploads\/sites\/46\/2022\/12\/FR-VPS-hosting_in-text-banner-1024x300-1.png\/w=768,fit=scale-down 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><h2 class=\"wp-block-heading\" id=\"h-conclusion\">Conclusion<\/h2><p class=\"wp-block-paragraph\">Dans cet article, vous avez appris les bases de l&rsquo;utilisation d&rsquo;Ollama via le CLI, y compris l&rsquo;ex&eacute;cution de commandes, l&rsquo;interaction avec les mod&egrave;les et l&rsquo;enregistrement des r&eacute;ponses des mod&egrave;les dans des fichiers.<\/p><p class=\"wp-block-paragraph\">L&rsquo;interface en ligne de commande permet &eacute;galement d&rsquo;effectuer des t&acirc;ches plus avanc&eacute;es, telles que la cr&eacute;ation de nouveaux mod&egrave;les bas&eacute;s sur des mod&egrave;les existants, l&rsquo;automatisation de flux de travail complexes &agrave; l&rsquo;aide de scripts et de t&acirc;ches cron, et l&rsquo;int&eacute;gration d&rsquo;Ollama avec des outils externes.<\/p><p class=\"wp-block-paragraph\">Nous vous encourageons &agrave; explorer les fonctionnalit&eacute;s de personnalisation d&rsquo;Ollama afin de lib&eacute;rer tout son potentiel et d&rsquo;am&eacute;liorer vos projets d&rsquo;IA. Si vous avez des questions ou si vous souhaitez partager votre exp&eacute;rience de l&rsquo;utilisation d&rsquo;Ollama dans le CLI, n&rsquo;h&eacute;sitez pas &agrave; utiliser la bo&icirc;te de commentaires ci-dessous.<\/p><h2 class=\"wp-block-heading\" id=\"h-tutoriel-ollama-cli-faq\">Tutoriel Ollama CLI &ndash; FAQ<\/h2><div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1736542293000\"><h3 class=\"schema-faq-question\">Que puis-je faire avec la version CLI d&rsquo;Ollama ?<\/h3> <p class=\"schema-faq-answer\">Avec la version CLI d&rsquo;Ollama, vous pouvez ex&eacute;cuter des mod&egrave;les, g&eacute;n&eacute;rer du texte, effectuer des t&acirc;ches de traitement de donn&eacute;es comme l&rsquo;analyse des sentiments, automatiser des flux de travail avec des scripts, cr&eacute;er des mod&egrave;les personnalis&eacute;s et int&eacute;grer Ollama avec des outils externes ou des API pour des applications avanc&eacute;es.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1736542310706\"><h3 class=\"schema-faq-question\">Comment installer des mod&egrave;les pour Ollama dans le CLI ?<\/h3> <p class=\"schema-faq-answer\">Pour installer des mod&egrave;les via le CLI, assurez-vous d&rsquo;abord que vous avez t&eacute;l&eacute;charg&eacute; Ollama sur votre syst&egrave;me d&rsquo;exploitation. Ensuite, utilisez la commande <strong>ollama pull <\/strong>suivie du nom du mod&egrave;le. Par exemple, pour installer Llama <strong>3.2<\/strong>, ex&eacute;cutez <strong>ollama pull llama3.2<\/strong>.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1736542364501\"><h3 class=\"schema-faq-question\">Puis-je utiliser des mod&egrave;les multimodaux dans la version CLI ?<\/h3> <p class=\"schema-faq-answer\">Bien qu&rsquo;il soit techniquement possible d&rsquo;utiliser des mod&egrave;les multimodaux comme LlaVa<strong> <\/strong>dans le CLI d&rsquo;Ollama, ce n&rsquo;est pas pratique car le CLI est optimis&eacute; pour les t&acirc;ches textuelles. Nous sugg&eacute;rons &agrave; d&rsquo;utiliser Ollama avec des outils d&rsquo;interface graphique pour g&eacute;rer les t&acirc;ches visuelles.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>En tant qu&rsquo;outil puissant permettant d&rsquo;ex&eacute;cuter localement de grands mod&egrave;les de langage (LLM), Ollama offre aux d&eacute;veloppeurs, aux scientifiques des donn&eacute;es et aux utilisateurs techniques un plus grand contr&ocirc;le et une plus grande flexibilit&eacute; dans la personnalisation des mod&egrave;les. Bien que vous puissiez utiliser Ollama avec des interfaces graphiques tierces comme Open WebUI pour des [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"\/fr\/tutoriels\/tutoriel-ollama-cli\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":355,"featured_media":37597,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_title":"Tutoriel Ollama CLI : Apprendre \u00e0 utiliser Ollama dans le terminal","rank_math_description":"Apprenez \u00e0 utiliser Ollama dans l'interface de ligne de commande. 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