{"id":6556,"date":"2026-08-03T10:05:22","date_gmt":"2026-08-03T08:05:22","guid":{"rendered":"https:\/\/www.hostx.ro\/kb\/"},"modified":"2026-08-03T10:05:40","modified_gmt":"2026-08-03T08:05:40","password":"","slug":"ce-inseamna-token-fereastra-de-context-si-parametri","status":"publish","type":"docs","link":"https:\/\/www.hostx.ro\/kb\/ce-inseamna-token-fereastra-de-context-si-parametri\/","title":{"rendered":"Ce \u00eenseamn\u0103 \u201etoken&#8221;, fereastr\u0103 de context \u0219i parametri"},"content":{"rendered":"<p>C\u00e2nd lucrezi cu modele AI, vei \u00eent\u00e2lni des trei termeni: <strong>token<\/strong>, <strong>fereastr\u0103 de context<\/strong> \u0219i <strong>parametri<\/strong>. Iat\u0103 ce \u00eenseamn\u0103, pe \u00een\u021belesul tuturor.<\/p>\n<h2>Token<\/h2>\n<p>Un <strong>token<\/strong> este unitatea de text cu care lucreaz\u0103 modelul \u2014 aproximativ o bucat\u0103 de cuv\u00e2nt. \u00cen englez\u0103, un token \u00eenseamn\u0103, \u00een medie, ~4 caractere sau ~\u00be dintr-un cuv\u00e2nt. Modelele nu \u201ev\u0103d&#8221; litere sau cuvinte \u00eentregi, ci tokeni. <strong>Costurile<\/strong> \u0219i <strong>limitele<\/strong> se m\u0103soar\u0103, de obicei, \u00een tokeni (de intrare + de ie\u0219ire).<\/p>\n<h2>Fereastra de context<\/h2>\n<p><strong>Fereastra de context<\/strong> este cantitatea maxim\u0103 de tokeni pe care modelul o poate \u201e\u021bine minte&#8221; \u00eentr-o singur\u0103 cerere (promptul t\u0103u + istoricul + r\u0103spunsul). De exemplu, un model cu context de 128.000 de tokeni poate procesa documente lungi dintr-o dat\u0103. Dac\u0103 dep\u0103\u0219e\u0219ti fereastra, informa\u021bia mai veche este \u201euitat\u0103&#8221; sau trebuie scurtat\u0103.<\/p>\n<h2>Parametri<\/h2>\n<p><strong>Parametrii<\/strong> sunt valorile interne reglate \u00een timpul antren\u0103rii, exprimate de obicei \u00een <strong>miliarde (B)<\/strong> \u2014 de exemplu 8B, 70B, 405B. \u00cen general, mai mul\u021bi parametri \u00eenseamn\u0103 un model mai capabil, dar \u0219i mai solicitant ca resurse (memorie, vitez\u0103, cost).<\/p>\n<h2>De ce conteaz\u0103 pentru tine<\/h2>\n<ul>\n<li><strong>Tokeni<\/strong> \u2192 \u00ee\u021bi afecteaz\u0103 costul \u0219i viteza. Prompturi concise = mai ieftin \u0219i mai rapid.<\/li>\n<li><strong>Context<\/strong> \u2192 c\u00e2t de mult material po\u021bi da modelului odat\u0103 (documente, istoric).<\/li>\n<li><strong>Parametri<\/strong> \u2192 calitate vs cerin\u021be hardware, mai ales dac\u0103 rulezi modelul local.<\/li>\n<\/ul>\n<div class=\"note\">\n<p><strong>Sfat:<\/strong> Pentru sarcini simple, un model mic (pu\u021bini parametri) este adesea suficient \u0219i mult mai ieftin. Rezerv\u0103 modelele mari pentru sarcini care chiar necesit\u0103 ra\u021bionament complex.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>C\u00e2nd lucrezi cu modele AI, vei \u00eent\u00e2lni des trei termeni: token, fereastr\u0103 de context \u0219i parametri. Iat\u0103 ce \u00eenseamn\u0103, pe \u00een\u021belesul tuturor. Token Un token este unitatea de text cu care lucreaz\u0103 modelul \u2014 aproximativ o bucat\u0103 de cuv\u00e2nt. \u00cen englez\u0103, un token \u00eenseamn\u0103, \u00een medie, ~4 caractere sau ~\u00be dintr-un cuv\u00e2nt. Modelele nu \u201ev\u0103d&#8221; &#8230; <a title=\"Ce \u00eenseamn\u0103 \u201etoken&#8221;, fereastr\u0103 de context \u0219i parametri\" class=\"read-more\" href=\"https:\/\/www.hostx.ro\/kb\/ce-inseamna-token-fereastra-de-context-si-parametri\/\" aria-label=\"Cite\u0219te mai multe despre Ce \u00eenseamn\u0103 \u201etoken&#8221;, fereastr\u0103 de context \u0219i parametri\">Cite\u0219te mai mult<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"whmcs_kb_id":0,"footnotes":""},"doc_category":[220],"doc_tag":[505,262,437,363,338],"class_list":["post-6556","docs","type-docs","status-publish","hentry","doc_category-ai-automatizri","doc_tag-ai","doc_tag-api","doc_tag-cli","doc_tag-debugging","doc_tag-documentatie"],"year_month":"2026-08","word_count":247,"total_views":"2","reactions":{"happy":"0","normal":"0","sad":"0"},"author_info":{"name":"benyhill","author_nicename":"benyhill","author_url":"https:\/\/www.hostx.ro\/kb\/author\/benyhill\/"},"doc_category_info":[{"term_name":"AI &amp; Automatiz\u0103ri","term_url":"https:\/\/www.hostx.ro\/kb\/docs-category\/ai-automatizri\/"}],"doc_tag_info":[{"term_name":"ai","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/ai\/"},{"term_name":"API","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/api\/"},{"term_name":"CLI","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/cli\/"},{"term_name":"debugging","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/debugging\/"},{"term_name":"documenta\u021bie","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/documentatie\/"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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