{"id":2111,"date":"2026-01-16T07:07:57","date_gmt":"2026-01-16T07:07:57","guid":{"rendered":"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/"},"modified":"2026-01-16T07:07:57","modified_gmt":"2026-01-16T07:07:57","slug":"raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd","status":"publish","type":"post","link":"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/","title":{"rendered":"Raspberry Pi AI HAT+ 2 ap\u017evalga: 8 GB RAM vietiniams LLM, bet ar verta 130 USD?"},"content":{"rendered":"<p><\/p>\n<div id=\"\">\n<p>\u201eRaspberry Pi\u201c i\u0161leido naujausi\u0105 \u012f dirbtin\u012f intelekt\u0105 orientuot\u0105 pried\u0105 \u201eAI HAT+ 2\u201c, kuriame yra Hailo 10H neuroninis apdorojimo blokas ir 8 GB specialios LPDDR4X RAM u\u017e 130 USD. \u0160i nauja aparatin\u0117 \u012franga \u017eada suteikti vietini\u0173 didel\u0117s kalbos modelio (LLM) galimybi\u0173 Pi ekosistemai, ta\u010diau ankstyvas bandymas atskleid\u017eia sud\u0117tingesn\u012f na\u0161umo, naudingumo ir vert\u0117s pasi\u016blymo vaizd\u0105.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Turinys:<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Kas_naujo_AI_HAT_2\" >Kas naujo AI HAT+ 2<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Pagrindines_specifikacijos\" >Pagrindin\u0117s specifikacijos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Pazadas\" >Pa\u017eadas<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Veikimo_tikroves_patikrinimas\" >Veikimo tikrov\u0117s patikrinimas<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#LLM_nasumo_palyginimas\" >LLM na\u0161umo palyginimas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Galios_apribojimo_faktorius\" >Galios apribojimo faktorius<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#8_GB_RAM_apribojimas\" >8 GB RAM apribojimas<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Palyginimas_su_Pi_5_parinktimis\" >Palyginimas su Pi 5 parinktimis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Realaus_pasaulio_pasekmes\" >Realaus pasaulio pasekm\u0117s<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Regejimo_apdorojimas_SKRYBES_stiprybe\" >Reg\u0117jimo apdorojimas: SKRYB\u0116S stipryb\u0117<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Nasumo_privalumai\" >Na\u0161umo privalumai<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Praktiniai_pritaikymai\" >Praktiniai pritaikymai<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Konkurencijos_problema\" >Konkurencijos problema<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Misrus_rezimas_pazadas_pries_realybe\" >Mi\u0161rus re\u017eimas: pa\u017eadas prie\u0161 realyb\u0119<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Bendruomenes_reakcija_ir_padetis_rinkoje\" >Bendruomen\u0117s reakcija ir pad\u0117tis rinkoje<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#%E2%80%9EPrarasta_magija%E2%80%9C_kritika\" >\u201ePrarasta magija\u201c kritika<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Alternatyvios_parinktys\" >Alternatyvios parinktys<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Naudojimo_atvejai_ir_tiksline_auditorija\" >Naudojimo atvejai ir tikslin\u0117 auditorija<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Galimos_programos\" >Galimos programos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Komerciniai_svarstymai\" >Komerciniai svarstymai<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Techniniai_issukiai_ir_augimo_skausmai\" >Techniniai i\u0161\u0161\u016bkiai ir augimo skausmai<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Programines_irangos_branda\" >Programin\u0117s \u012frangos branda<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Aparatines_irangos_metodas\" >Aparatin\u0117s \u012frangos metodas<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Platesnis_Pi_ekosistemos_kontekstas\" >Platesnis Pi ekosistemos kontekstas<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Komercinis_demesys\" >Komercinis d\u0117mesys<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Inovacijos_pries_iteracija\" >Inovacijos prie\u0161 iteracij\u0105<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Palyginimas_su_alternatyvomis\" >Palyginimas su alternatyvomis<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#AIML_darbui\" >AI\/ML darbui<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Bendrajai_kompiuterijai\" >Bendrajai kompiuterijai<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Iterptoms_programoms\" >\u012eterptoms programoms<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Ateities_perspektyvos_ir_rekomendacijos\" >Ateities perspektyvos ir rekomendacijos<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Kas_turetu_nusipirkti_AI_HAT_2\" >Kas tur\u0117t\u0173 nusipirkti AI HAT+ 2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Geresnes_alternatyvos\" >Geresn\u0117s alternatyvos<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Verdiktas_sprendimas_ieskant_problemos\" >Verdiktas: sprendimas ie\u0161kant problemos<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Stiprybes\" >Stipryb\u0117s<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Silpnybes\" >Silpnyb\u0117s<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Esme\" >Esm\u0117<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/infonaujiena.lt\/index.php\/2026\/01\/16\/raspberry-pi-ai-hat-2-apzvalga-8-gb-ram-vietiniams-llm-bet-ar-verta-130-usd\/#Isvada_naujoves_ar_kartojimas\" >I\u0161vada: naujov\u0117s ar kartojimas?<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Kas_naujo_AI_HAT_2\"><\/span>Kas naujo AI HAT+ 2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI HAT+ 2 atspindi nuolatin\u012f Raspberry Pi ver\u017eim\u0105si \u012f dirbtinio intelekto programas, remiantis ankstesniu AI HAT su reik\u0161mingais atnaujinimais:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Pagrindines_specifikacijos\"><\/span>Pagrindin\u0117s specifikacijos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Neuroninis procesorius<\/strong>: Hailo 10H su 40 TOPS INT8 NPU na\u0161umu<\/li>\n<li><strong>Atmintis<\/strong>: 8 GB LPDDR4X RAM, skirta dirbtiniam intelektui apdoroti<\/li>\n<li><strong>Energijos suvartojimas<\/strong>: Maksimalus veikimas 3W<\/li>\n<li><strong>Suderinamumas<\/strong>: Sukurta Raspberry Pi 5<\/li>\n<li><strong>Kaina<\/strong>: 130 USD<\/li>\n<li><strong>Papildomos galimyb\u0117s<\/strong>: 26 TOPS INT4 ma\u0161ininio matymo na\u0161umas (paveld\u0117tas i\u0161 Hailo 8)<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Pazadas\"><\/span>Pa\u017eadas<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Pagrindin\u0117 funkcija yra galimyb\u0117 paleisti LLM tik specialioje HAT aparatin\u0117je \u012frangoje, teori\u0161kai atlaisvinant Pi procesori\u0173 ir sistemos RAM kitoms u\u017eduotims atlikti. \u0160i atskira AI apdorojimo galimyb\u0117 gali suteikti galimyb\u0119 naudoti naujus kra\u0161tutini\u0173 AI program\u0173 naudojimo atvejus.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Veikimo_tikroves_patikrinimas\"><\/span>Veikimo tikrov\u0117s patikrinimas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Technikos ap\u017evalgininkas Jeffas Geerlingas atliko i\u0161samius bandymus, lygindamas AI HAT+ 2 su Pi 5 \u012ftaisytuoju procesoriumi, o rezultatai yra bais\u016bs visiems, kurie tikisi dramati\u0161k\u0173 na\u0161umo patobulinim\u0173.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"LLM_nasumo_palyginimas\"><\/span>LLM na\u0161umo palyginimas<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Bandymai atskleid\u0117, kad Pi 5 procesorius nuolat lenkia Hailo 10H keliuose modeliuose:<\/p>\n<ul>\n<li><strong>Qwen2.5 kodavimo \u012frenginys 1.5B<\/strong>: Vienintelis modelis, kuriame Hailo 10H priart\u0117jo prie procesoriaus na\u0161umo<\/li>\n<li><strong>Kiti modeliai<\/strong>: CPU parod\u0117 \u017eymiai geresn\u012f i\u0161vad\u0173 greit\u012f<\/li>\n<li><strong>Energijos efektyvumas<\/strong>: Nors Hailo yra \u0161iek tiek efektyvesnis vienam vatui, skirtumas n\u0117ra dramati\u0161kas<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Galios_apribojimo_faktorius\"><\/span>Galios apribojimo faktorius<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Na\u0161umo spraga i\u0161ry\u0161k\u0117ja nagrin\u0117jant galios apribojimus:<\/p>\n<ul>\n<li><strong>Pi 5 CPU<\/strong>: SoC gali naudoti iki 10 W<\/li>\n<li><strong>Hailo 10H<\/strong>: Apribota iki 3 W did\u017eiausios galios<\/li>\n<\/ul>\n<p>\u0160is galios apribojimas daro didel\u0119 \u012ftak\u0105 NPU geb\u0117jimui konkuruoti su Pi daugiau energijos reikalaujan\u010diais, bet greitesniais procesoriaus branduoliais.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"8_GB_RAM_apribojimas\"><\/span>8 GB RAM apribojimas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Nors 8 GB dedikuotos RAM skamba \u012fsp\u016bdingai, dabartin\u0117je Pi ekosistemoje tai sukuria \u012fdom\u0173 apribojim\u0105:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Palyginimas_su_Pi_5_parinktimis\"><\/span>Palyginimas su Pi 5 parinktimis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Pi 5 16 GB<\/strong>: Galima su dvigubai didesne sistemos RAM<\/li>\n<li><strong>Taikymas pagal model\u012f<\/strong>: Daugelis vidutinio dyd\u017eio modeli\u0173 naudoja 10\u201312 GB RAM<\/li>\n<li><strong>Kontekstas vir\u0161 galvos<\/strong>: konteksto saugyklai reikia papildom\u0173 2 GB<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Realaus_pasaulio_pasekmes\"><\/span>Realaus pasaulio pasekm\u0117s<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>8 GB apribojimas rei\u0161kia, kad AI HAT+ 2 gali veikti tik ma\u017eesniuose, labiau suvar\u017eytuose modeliuose, palyginti su tuo, kas \u012fmanoma su 16 GB Pi 5. Tai labai apriboja praktin\u012f pritaikym\u0105 rimtam LLM darbui.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Regejimo_apdorojimas_SKRYBES_stiprybe\"><\/span>Reg\u0117jimo apdorojimas: SKRYB\u0116S stipryb\u0117<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Nors LLM na\u0161umas nuvilia, AI HAT+ 2 rodo savo stipri\u0105sias puses kompiuterinio reg\u0117jimo programose:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Nasumo_privalumai\"><\/span>Na\u0161umo privalumai<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Greitis<\/strong>: 10 kart\u0173 greitesnis nei \u201ePi\u201c procesorius atliekant reg\u0117jimo u\u017eduotis<\/li>\n<li><strong>Efektyvumas<\/strong>: Puikus na\u0161umas vienam vatui apdorojant vaizd\u0105<\/li>\n<li><strong>Suderinamumas<\/strong>: gerai veikia su esamais vizijos modeliais ir sistemomis<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Praktiniai_pritaikymai\"><\/span>Praktiniai pritaikymai<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Bandymas su 3 kameros moduliu parod\u0117 \u012fsp\u016bdingus rezultatus:<\/p>\n<ul>\n<li>Objekt\u0173 aptikimas realiuoju laiku 30 kadr\u0173 per sekund\u0119 grei\u010diu<\/li>\n<li>Tikslus klaviat\u016br\u0173, monitori\u0173, telefon\u0173 ir kit\u0173 objekt\u0173 identifikavimas<\/li>\n<li>Sklandus veikimas su YOLO modeliais<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Konkurencijos_problema\"><\/span>Konkurencijos problema<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Ta\u010diau originali AI HAT (110 USD) ir AI kamera (70 USD) gali atlikti tas pa\u010dias reg\u0117jimo apdorojimo u\u017eduotis, tod\u0117l kyla klausim\u0173 d\u0117l brangesnio AI HAT+ 2 vert\u0117s pasi\u016blymo.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Misrus_rezimas_pazadas_pries_realybe\"><\/span>Mi\u0161rus re\u017eimas: pa\u017eadas prie\u0161 realyb\u0119<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Viena i\u0161 AI HAT+ 2 pagrindini\u0173 funkcij\u0173 yra \u201emi\u0161raus re\u017eimo\u201c veikimas, tariamai leid\u017eiantis vienu metu apdoroti reg\u0117jim\u0105 ir daryti i\u0161vadas apie LLM. Deja, testuojant \u0161i funkcija pasirod\u0117 problemati\u0161ka:<\/p>\n<ul>\n<li><strong>Segmentavimo gedimai<\/strong>: Bandymas paleisti dvigubus modelius suk\u0117l\u0117 gedim\u0173<\/li>\n<li><strong>\u012erenginio klaidos<\/strong>: Prane\u0161imai \u201e\u012erenginys neparengtas\u201c neleido tinkamai veikti<\/li>\n<li><strong>Riboti pavyzd\u017eiai<\/strong>: Tr\u016bksta darbo demonstracij\u0173 i\u0161 Hailo<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Bendruomenes_reakcija_ir_padetis_rinkoje\"><\/span>Bendruomen\u0117s reakcija ir pad\u0117tis rinkoje<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Technologij\u0173 bendruomen\u0117s reakcija buvo nevienareik\u0161m\u0117, daugelis abejojo \u200b\u200bRaspberry Pi kryptimi:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E2%80%9EPrarasta_magija%E2%80%9C_kritika\"><\/span>\u201ePrarasta magija\u201c kritika<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Daugelis ilgame\u010di\u0173 Pi entuziast\u0173 mano, kad pagrindas pasimet\u0117:<\/p>\n<ul>\n<li><strong>Originalus kreipimasis<\/strong>: Pirmasis Pi suk\u016br\u0117 unikali\u0105 ni\u0161\u0105 su neprilygstama verte<\/li>\n<li><strong>Dabartinis konkursas<\/strong>: \u0160iuolaikin\u0117s alternatyvos da\u017enai si\u016blo geresn\u0119 kain\u0105 \/ na\u0161um\u0105<\/li>\n<li><strong>Rinkos pokytis<\/strong>: Atrodo, kad d\u0117mesys i\u0161 m\u0117g\u0117j\u0173 per\u0117jo prie komercini\u0173 vartotoj\u0173<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Alternatyvios_parinktys\"><\/span>Alternatyvios parinktys<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>U\u017e pana\u0161ius pinigus vartotojai gali gauti:<\/strong><\/p>\n<ul>\n<li>Naudoti ne\u0161iojamieji kompiuteriai su \u017eymiai daugiau galios<\/li>\n<li>Mini kompiuteriai su geresniu na\u0161umu ir i\u0161ple\u010diamumu<\/li>\n<li>Kiti vienos plok\u0161t\u0117s kompiuteriai su konkurencingomis funkcijomis<\/li>\n<\/ul>\n<p><strong>Specialiems naudojimo atvejams:<\/strong><\/p>\n<ul>\n<li>ESP32 plok\u0161t\u0117s paprastiems daikt\u0173 interneto projektams<\/li>\n<li>Special\u016bs AI greitintuvai rimtam ML darbui<\/li>\n<li>Tradiciniai kompiuteriai bendriems skai\u010diavimo poreikiams<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Naudojimo_atvejai_ir_tiksline_auditorija\"><\/span>Naudojimo atvejai ir tikslin\u0117 auditorija<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Nepaisant apribojim\u0173, AI HAT+ 2 gali tarnauti tam tikroms ni\u0161oms:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Galimos_programos\"><\/span>Galimos programos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li><strong>K\u016brimas ir prototip\u0173 k\u016brimas<\/strong> \u201eHailo 10H\u201c diegimui<\/li>\n<li><strong>Apribotos galios aplinka<\/strong> reikalaujantis ir reg\u0117jimo, ir i\u0161vad\u0173<\/li>\n<li><strong>\u0160vietimo tikslais<\/strong> AI\/ML mokymuisi<\/li>\n<li><strong>Integracijos projektai<\/strong> kur jau susiformavusi Pi ekosistema<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"Komerciniai_svarstymai\"><\/span>Komerciniai svarstymai<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>HAT gali b\u016bti prasminga:<\/p>\n<ul>\n<li>\u012emon\u0117s jau investavo \u012f Pi pagrindu sukurtus sprendimus<\/li>\n<li>Programos, kurioms reikalingas konkretus Pi formos koeficientas<\/li>\n<li>Scenarijai, kai 3 W galios riba i\u0161 tikr\u0173j\u0173 yra naudinga<\/li>\n<li>Produkt\u0173, kuriuose galiausiai bus naudojami atskiri Hailo lustai, k\u016brimas<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Techniniai_issukiai_ir_augimo_skausmai\"><\/span>Techniniai i\u0161\u0161\u016bkiai ir augimo skausmai<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI HAT+ 2 ken\u010dia nuo tipi\u0161k\u0173 \u201epirmosios kartos\u201c problem\u0173:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Programines_irangos_branda\"><\/span>Programin\u0117s \u012frangos branda<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Riboti pavyzd\u017eiai<\/strong>: Hailo pavyzdin\u0117 saugykla nebuvo atnaujinta naujajai HAT<\/li>\n<li><strong>Suderinamumo problemos<\/strong>: modelio \u012fk\u0117limo problemos ir aptikimo klaidos<\/li>\n<li><strong>Dokumentacijos spragos<\/strong>: nepakanka nurodym\u0173 dirbant mi\u0161riu re\u017eimu<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Aparatines_irangos_metodas\"><\/span>Aparatin\u0117s \u012frangos metodas<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Tai atitinka AI aparatin\u0117s \u012frangos model\u012f:<\/p>\n<ul>\n<li>Aparatin\u0117 \u012franga paleid\u017eiama dar nepasiruo\u0161us programinei \u012frangai<\/li>\n<li>Vartotojai tampa nei\u0161sami\u0173 sprendim\u0173 beta versijos bandytojais<\/li>\n<li>Gali b\u016bti, kad pa\u017ead\u0117tos funkcijos niekada nebus visi\u0161kai \u012fgyvendintos<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Platesnis_Pi_ekosistemos_kontekstas\"><\/span>Platesnis Pi ekosistemos kontekstas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI HAT+ 2 paleidimas atspindi platesnius Raspberry Pi ekosistemos poky\u010dius:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Komercinis_demesys\"><\/span>Komercinis d\u0117mesys<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Raspberry Pi IPO ir komercin\u0117 s\u0117km\u0117 pakeit\u0117 prioritetus:<\/p>\n<ul>\n<li><strong>Pramon\u0117s klientai<\/strong> dabar skatina produkto k\u016brim\u0105<\/li>\n<li><strong>Didesn\u0117s kainos<\/strong> atspindi komercines, o ne m\u0117g\u0117ji\u0161kas rinkas<\/li>\n<li><strong>Ni\u0161iniai produktai<\/strong> nukreipti \u012f konkre\u010dias komercines programas<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Inovacijos_pries_iteracija\"><\/span>Inovacijos prie\u0161 iteracij\u0105<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Bendruomen\u0117 diskutuoja, ar Pi vis dar diegia naujoves:<\/p>\n<ul>\n<li><strong>Originalus Pi<\/strong>: sukurta visi\u0161kai nauja rinkos kategorija<\/li>\n<li><strong>Dabartiniai produktai<\/strong>: laipsni\u0161ki esam\u0173 kategorij\u0173 patobulinimai<\/li>\n<li><strong>AI d\u0117mesys<\/strong>: Sekti, o ne vadovauti rinkos tendencijoms<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Palyginimas_su_alternatyvomis\"><\/span>Palyginimas su alternatyvomis<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"AIML_darbui\"><\/span>AI\/ML darbui<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Special\u016bs AI greitintuvai<\/strong>: geresnis na\u0161umas rimtoms programoms<\/li>\n<li><strong>Debes\u0173 paslaugos<\/strong>: Retkar\u010diais naudojamas ekonomi\u0161kesnis<\/li>\n<li><strong>Stalinio kompiuterio GPU<\/strong>: puikus tobulinimo darb\u0173 atlikimas<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Bendrajai_kompiuterijai\"><\/span>Bendrajai kompiuterijai<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Mini kompiuteriai<\/strong>: geresnis na\u0161umas, i\u0161ple\u010diamumas ir da\u017enai ma\u017eesn\u0117 kaina<\/li>\n<li><strong>Naudoti ne\u0161iojamieji kompiuteriai<\/strong>: Sukomplektuotos sistemos su ekranais ir baterijomis<\/li>\n<li><strong>Kiti SBC<\/strong>: konkurencingos funkcijos ma\u017eesn\u0117mis kainomis<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Iterptoms_programoms\"><\/span>\u012eterptoms programoms<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>ESP32 \/ Arduino<\/strong>: geriau paprastiems jutikli\u0173 projektams<\/li>\n<li><strong>Pramoniniai SBC<\/strong>: Tvirtesnis komercin\u0117ms reikm\u0117ms<\/li>\n<li><strong>Individual\u016bs sprendimai<\/strong>: da\u017enai ekonomi\u0161kai naudingesnis masinei gamybai<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Ateities_perspektyvos_ir_rekomendacijos\"><\/span>Ateities perspektyvos ir rekomendacijos<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Kas_turetu_nusipirkti_AI_HAT_2\"><\/span>Kas tur\u0117t\u0173 nusipirkti AI HAT+ 2<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Apsvarstykite tai, jei:<\/strong><\/p>\n<ul>\n<li>Reikia sukurti Hailo 10H program\u0173 prototip\u0105<\/li>\n<li>Reikalauti konkretaus Pi formos faktoriaus ir ekosistemos<\/li>\n<li>Norite eksperimentuoti su kra\u0161to AI aplinkoje, kurioje apribota galia<\/li>\n<li>Kuria esama Pi pagrindu sukurta infrastrukt\u016bra<\/li>\n<\/ul>\n<p><strong>Venkite to, jei:<\/strong><\/p>\n<ul>\n<li>Norite geriausio LLM na\u0161umo u\u017e pinigus<\/li>\n<li>AI programoms reikia daugiau nei 8 GB<\/li>\n<li>Ie\u0161kote bendros paskirties AI greitintuvo<\/li>\n<li>Norite brand\u017eios, gerai dokumentuotos programin\u0117s \u012frangos<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Geresnes_alternatyvos\"><\/span>Geresn\u0117s alternatyvos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>LLM darbui:<\/strong><\/p>\n<ul>\n<li>Raspberry Pi 5 16GB (100 USD) + programin\u0117s \u012frangos optimizavimas<\/li>\n<li>Naudotas ne\u0161iojamas kompiuteris su specialiu GPU<\/li>\n<li>Debesis pagr\u012fstos LLM paslaugos retkar\u010diais<\/li>\n<\/ul>\n<p><strong>Reg\u0117jimo apdorojimui:<\/strong><\/p>\n<ul>\n<li>Originali AI HAT (110 USD) arba AI kamera (70 USD)<\/li>\n<li>\u201eGoogle Coral\u201c TPU brand\u017eiai ekosistemai<\/li>\n<li>Specialios regos apdorojimo lentos<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Verdiktas_sprendimas_ieskant_problemos\"><\/span>Verdiktas: sprendimas ie\u0161kant problemos<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Raspberry Pi AI HAT+ 2 yra techni\u0161kai kompetentingas, bet strategi\u0161kai abejotinas produktas. Nors in\u017einerija tvirta, vert\u0117s pasi\u016blymas lieka neai\u0161kus:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Stiprybes\"><\/span>Stipryb\u0117s<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Speciali AI apdorojimo galimyb\u0117<\/li>\n<li>Geras reg\u0117jimo apdorojimo efektyvumas<\/li>\n<li>Integracija su Pi ekosistema<\/li>\n<li>Protingas energijos suvartojimas<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Silpnybes\"><\/span>Silpnyb\u0117s<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Prastas LLM na\u0161umas, palyginti su alternatyvomis<\/li>\n<li>Ribota 8 GB RAM riboja modelio dyd\u012f<\/li>\n<li>Didel\u0117 kaina u\u017e pristatyt\u0105 na\u0161um\u0105<\/li>\n<li>Nesubrendusi programin\u0117s \u012frangos ekosistema<\/li>\n<li>Neai\u0161ki tikslin\u0117 rinka<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Esme\"><\/span>Esm\u0117<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>130 USD kainuojantis AI HAT+ 2 yra brangus u\u017e tai, k\u0105 jis pateikia. Daugum\u0105 vartotoj\u0173 geriau aptarnaut\u0173 16 GB Pi 5, kad b\u016bt\u0173 geresnis LLM na\u0161umas, arba pigesn\u0117 originali AI HAT, skirta reg\u0117jimui apdoroti. HAT+ 2 u\u017eima nepatog\u0173 vidur\u012f, kuris nepasi\u017eymi jokiu konkre\u010diu naudojimo atveju.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Isvada_naujoves_ar_kartojimas\"><\/span>I\u0161vada: naujov\u0117s ar kartojimas?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI HAT+ 2 parodo i\u0161\u0161\u016bkius, su kuriais susiduria Raspberry Pi, kai ji i\u0161 \u012f m\u0117g\u0117jus orientuotos organizacijos tampa komerciniu subjektu. Nors gaminys demonstruoja technin\u0119 kompetencij\u0105, jam tr\u016bksta ai\u0161kaus vert\u0117s pasi\u016blymo ir \u201evau faktoriaus\u201c, d\u0117l kurio originalus Pi buvo revoliucingas.<\/p>\n<p>Kad Pi ekosistema atgaut\u0173 savo novatori\u0161k\u0105 dvasi\u0105, b\u016bsimi produktai turi sukurti nauj\u0173 galimybi\u0173, o ne laipsni\u0161kai tobulinti esamas. AI HAT+ 2, nors ir funkcionalus, labiau atrodo kaip \u017eym\u0117s langelio pratimas AI hype cikle, o ne tikrai transformuojantis produktas.<\/p>\n<p>Naudotojams, besidomintiems kra\u0161to AI, b\u016bt\u0173 geriau laukti brandesni\u0173 sprendim\u0173 arba investuoti \u012f patikrintas alternatyvas. AI HAT+ 2 gal\u0173 gale gali rasti savo ni\u0161\u0105, ta\u010diau kol kas tai i\u0161lieka problemos paie\u0161kos sprendimu.<\/p>\n<p>Nor\u0117dami gauti i\u0161samesn\u0117s technin\u0117s analiz\u0117s ir etalon\u0173, per\u017ei\u016br\u0117kite i\u0161sami\u0105 Jeffo Geerlingo ap\u017evalg\u0105 ir testavim\u0105 adresu https:\/\/www.jeffgeerling.com\/blog\/2026\/raspberry-pi-ai-hat-2\/<\/p>\n<\/p><\/div>\n<p>Jei tekste radote klaid\u0105, si\u0173skite prane\u0161im\u0105 autoriui pa\u017eym\u0117dami klaid\u0105 ir paspausdami Ctrl-Enter.<\/p>\n<p><a href=\"https:\/\/techplanet.today\/post\/raspberry-pi-ai-hat-2-review-8gb-of-ram-for-local-llms-but-is-it-worth-130\"> Nuoroda \u012f informacijos \u0161altin\u012f <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201eRaspberry Pi\u201c i\u0161leido naujausi\u0105 \u012f dirbtin\u012f intelekt\u0105 orientuot\u0105 pried\u0105 \u201eAI HAT+ 2\u201c, kuriame yra Hailo 10H neuroninis apdorojimo blokas ir 8 GB specialios LPDDR4X RAM u\u017e 130 USD. \u0160i nauja aparatin\u0117 \u012franga \u017eada suteikti vietini\u0173 didel\u0117s kalbos modelio (LLM) galimybi\u0173 Pi ekosistemai, ta\u010diau ankstyvas bandymas atskleid\u017eia sud\u0117tingesn\u012f na\u0161umo, naudingumo ir vert\u0117s pasi\u016blymo vaizd\u0105. Kas naujo [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[3],"tags":[1594,1084,4002,4005,4003,1364,4006,820,4004],"class_list":["post-2111","post","type-post","status-publish","format-standard","hentry","category-technologijos","tag-apzvalga","tag-bet","tag-hat","tag-llm","tag-ram","tag-raspberry","tag-usd","tag-verta","tag-vietiniams"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/posts\/2111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/comments?post=2111"}],"version-history":[{"count":0,"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/posts\/2111\/revisions"}],"wp:attachment":[{"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/media?parent=2111"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/categories?post=2111"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infonaujiena.lt\/index.php\/wp-json\/wp\/v2\/tags?post=2111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}