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  "aboutHtml": "<p>Qwen2.5-Coder-3B-Instruct — Qwenning ko‘rsatmalarga moslangan ixcham dasturlash modeli, jami 3.09 milliard parametr va 32,768 tokenli to‘liq kontekstga ega. Ishlab chiqaruvchi oilaning asosiy maqsadlari sifatida kod yaratish, kod bo‘yicha mulohaza va kodni tuzatishni tavsiflaydi, matematik va umumiy til qobiliyatlari ham saqlanadi. Oila 5.5 trillion tokenli kod, matn-kod bog‘lanishi va sintetik materialda o‘qitilgan.</p><h4>Aniq dasturlash topshirig‘ini tayyorlang</h4><p>Kod so‘rashdan oldin til, funksiya imzosi, kirish haqidagi farazlar va kutilayotgan chiqishni yuboring. Kerakli xatti-harakatni belgilaydigan misolni kiriting, ayniqsa chegaraviy holat kodni o‘zgartirsa. Tuzatishda joriy funksiya va u bartaraf etishi kerak bo‘lgan xatoni bering.</p><p>Namunaviy so‘rov tasdiqlangan maydon nomlarini saqlab, bo‘sh kirish uchun belgilangan natijani qaytaradigan parserni so‘rashi mumkin. Tekshiruv bir xil shartnomaga tegishli bo‘lishi uchun tegishli interfeys va misollarni taklif etilgan kod bilan saqlang.</p><h4>Instruct suhbat shablonidan foydalaning</h4><p>Ushbu checkpoint Base modelidan alohida Instruct nashridir. Modelning o‘z misoli checkpointning chat shabloni orqali system va user xabarlarini yuboradi hamda yaratilgan davomni matn sifatida dekodlaydi. Suhbatni tayyorlashda vazifa ko‘rsatmasi va joriy kod savolini aniq tuting.</p><p>Tushuntirish uchun tahlil qilinadigan funksiya yoki tarmoqni belgilang va uning xatti-harakatini qaysi faraz belgilashini so‘rang. Qayta yozishda qaysi interfeys va chiqish maydonlari o‘zgarmasligi kerakligini ayting. Foydali javob taklif etilgan kodni, keyin o‘zgarishni shu talablarga bog‘laydigan mulohazani berishi mumkin.</p><h4>Tegishli bog‘liqliklarni 3B profiliga sig‘diring</h4><p>Aynan 3B kartasida 32,768 tokenli kontekst, embeddingdan tashqari 2.77 milliard parametr va 36 qatlam e’lon qilingan. Model arxitekturasi guruhlangan so‘rovlarga asoslangan diqqat mexanizmidan (grouped-query attention) foydalanadi: unda 16 ta so‘rov boshi (query head) va ikkita kalit/qiymat boshi (key/value head) bor. Ushbu ixcham nashrni alohida sozlangan 32B modeli deb qabul qilish o‘rniga so‘rov uchun tegishli loyiha materialini tanlang.</p><p>Funksiyalararo namunaviy vazifada kod, uni chaqiruvchi va ularni bog‘laydigan tur yoki sxemani kiriting. Yaratilgan o‘zgarish kerakli joyga tegishli bo‘lishi uchun fayl yo‘llari va nomlarini saqlang. Savol faqat bitta shartga tegishli bo‘lsa, uni belgilaydigan kodni va kutilayotgan natijani aniqlaydigan misollarni saqlang.</p><h4>Tekshirish mumkin bo‘lgan natija yarating</h4><p>Keyingi qadam uchun to‘liq funksiya, maqsadli kod o‘zgarishi yoki yozma tushuntirish kerakligini tanlang. Modelning o‘z generatsiya misoli kichik vazifa uchun namunaviy chiqish hajmidan foydalanadi; joriy ish uchun haqiqiy natija va unga mos sozlangan javob hajmini belgilang.</p><p>Atrofdagi ilova natijani ishga tushirganda yoki tekshirganda manba kod, talab va taklif etilgan o‘zgarishni birga saqlang. Tuzatishda haqiqiy nosozlik va joriy kodni yuboring, keyin aynan shu dalil ko‘rsatgan nosozlikni bartaraf etadigan o‘zgarishni so‘rang. Davom bir xil ishlab chiqaruvchi nashridan foydalanishi uchun tanlangan 3B Instruct nomini tayyor kod va tushuntirish bilan saqlang.</p><p>Ailoot orqali /v1/chat/completions da aynan shu model ID sini tanlang va vazifani messages da yuboring. Har bir xabarda role va uning content mazmuni bo‘ladi; tegishli ko‘rsatma bilan manba materialini birga saqlang. To‘liq JSON javobni yoki stream yoqilganida barcha SSE qismlarini yig‘ing va yozma natija bilan usage ma’lumotini saqlang.</p>",
  "aboutText": "Qwen2.5-Coder-3B-Instruct — Qwenning ko‘rsatmalarga moslangan ixcham dasturlash modeli, jami 3.09 milliard parametr va 32,768 tokenli to‘liq kontekstga ega. Ishlab chiqaruvchi oilaning asosiy maqsadlari sifatida kod yaratish, kod bo‘yicha mulohaza va kodni tuzatishni tavsiflaydi, matematik va umumiy til qobiliyatlari ham saqlanadi. Oila 5.5 trillion tokenli kod, matn-kod bog‘lanishi va sintetik materialda o‘qitilgan.\n\n### Aniq dasturlash topshirig‘ini tayyorlang\n\nKod so‘rashdan oldin til, funksiya imzosi, kirish haqidagi farazlar va kutilayotgan chiqishni yuboring. Kerakli xatti-harakatni belgilaydigan misolni kiriting, ayniqsa chegaraviy holat kodni o‘zgartirsa. Tuzatishda joriy funksiya va u bartaraf etishi kerak bo‘lgan xatoni bering.\n\nNamunaviy so‘rov tasdiqlangan maydon nomlarini saqlab, bo‘sh kirish uchun belgilangan natijani qaytaradigan parserni so‘rashi mumkin. Tekshiruv bir xil shartnomaga tegishli bo‘lishi uchun tegishli interfeys va misollarni taklif etilgan kod bilan saqlang.\n\n### Instruct suhbat shablonidan foydalaning\n\nUshbu checkpoint Base modelidan alohida Instruct nashridir. Modelning o‘z misoli checkpointning chat shabloni orqali system va user xabarlarini yuboradi hamda yaratilgan davomni matn sifatida dekodlaydi. Suhbatni tayyorlashda vazifa ko‘rsatmasi va joriy kod savolini aniq tuting.\n\nTushuntirish uchun tahlil qilinadigan funksiya yoki tarmoqni belgilang va uning xatti-harakatini qaysi faraz belgilashini so‘rang. Qayta yozishda qaysi interfeys va chiqish maydonlari o‘zgarmasligi kerakligini ayting. Foydali javob taklif etilgan kodni, keyin o‘zgarishni shu talablarga bog‘laydigan mulohazani berishi mumkin.\n\n### Tegishli bog‘liqliklarni 3B profiliga sig‘diring\n\nAynan 3B kartasida 32,768 tokenli kontekst, embeddingdan tashqari 2.77 milliard parametr va 36 qatlam e’lon qilingan. Model arxitekturasi guruhlangan so‘rovlarga asoslangan diqqat mexanizmidan (grouped-query attention) foydalanadi: unda 16 ta so‘rov boshi (query head) va ikkita kalit/qiymat boshi (key/value head) bor. Ushbu ixcham nashrni alohida sozlangan 32B modeli deb qabul qilish o‘rniga so‘rov uchun tegishli loyiha materialini tanlang.\n\nFunksiyalararo namunaviy vazifada kod, uni chaqiruvchi va ularni bog‘laydigan tur yoki sxemani kiriting. Yaratilgan o‘zgarish kerakli joyga tegishli bo‘lishi uchun fayl yo‘llari va nomlarini saqlang. Savol faqat bitta shartga tegishli bo‘lsa, uni belgilaydigan kodni va kutilayotgan natijani aniqlaydigan misollarni saqlang.\n\n### Tekshirish mumkin bo‘lgan natija yarating\n\nKeyingi qadam uchun to‘liq funksiya, maqsadli kod o‘zgarishi yoki yozma tushuntirish kerakligini tanlang. Modelning o‘z generatsiya misoli kichik vazifa uchun namunaviy chiqish hajmidan foydalanadi; joriy ish uchun haqiqiy natija va unga mos sozlangan javob hajmini belgilang.\n\nAtrofdagi ilova natijani ishga tushirganda yoki tekshirganda manba kod, talab va taklif etilgan o‘zgarishni birga saqlang. Tuzatishda haqiqiy nosozlik va joriy kodni yuboring, keyin aynan shu dalil ko‘rsatgan nosozlikni bartaraf etadigan o‘zgarishni so‘rang. Davom bir xil ishlab chiqaruvchi nashridan foydalanishi uchun tanlangan 3B Instruct nomini tayyor kod va tushuntirish bilan saqlang.\n\nAiloot orqali /v1/chat/completions da aynan shu model ID sini tanlang va vazifani messages da yuboring. Har bir xabarda role va uning content mazmuni bo‘ladi; tegishli ko‘rsatma bilan manba materialini birga saqlang. To‘liq JSON javobni yoki stream yoqilganida barcha SSE qismlarini yig‘ing va yozma natija bilan usage ma’lumotini saqlang.",
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Qwen2.5-Coder-3B</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Yopish\">×</button></div><div class=\"idline\"><span>Boshqa /</span><code>qwen2.5-coder-3b-instruct</code><button type=\"button\" id=\"copy-id\">ID ni nusxalash</button></div><nav class=\"card-jump-nav\" aria-label=\"Model kartochkasi bo‘limlari\"><button type=\"button\" data-card-jump=\"overview\">Boshlash</button><button type=\"button\" data-card-jump=\"methods\">Kirish ma’lumotlari va usullar</button><button type=\"button\" data-card-jump=\"pricing\">Tariflar</button><button type=\"button\" data-card-jump=\"examples\">Namunalar</button><button type=\"button\" data-card-jump=\"results\">Natijalar</button><button type=\"button\" data-card-jump=\"aliases\">Taxalluslar</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API usullari\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|qwen2.5-coder-3b-instruct\">Chat</button><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|qwen2.5-coder-3b-instruct\">Messages</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Boshlash</h3><p class=\"mdesc-full\">Qwen2.5-Coder-3B-Instruct — Qwenning kod yaratish, mulohaza va tuzatish uchun ko‘rsatmalarga moslangan ixcham modeli. Aynan 3.09B parametrli profil tegishli kod, interfeys va kutilayotgan xatti-harakat kiritilgan dasturlash topshiriqlari uchun 32,768 tokenli kontekstga ega.</p><dl class=\"card-io\" data-card-io><div><dt>Qabul qilinadigan kirish ma’lumotlari</dt><dd>Matn · Rasmlar</dd></div><div><dt>Natijalar</dt><dd>Matn</dd></div></dl><details class=\"card-about\"><summary>Model haqida</summary><p class=\"note-s\" data-model-method-boundary>Bu tavsif model imkoniyatlarini yoritadi. Ailoot da tanlangan usul uchun mavjud kirish, chiqish va parametrlar quyida keltirilgan.</p><div class=\"mabout\" id=\"m-about\"><p>Qwen2.5-Coder-3B-Instruct — Qwenning ko‘rsatmalarga moslangan ixcham dasturlash modeli, jami 3.09 milliard parametr va 32,768 tokenli to‘liq kontekstga ega. Ishlab chiqaruvchi oilaning asosiy maqsadlari sifatida kod yaratish, kod bo‘yicha mulohaza va kodni tuzatishni tavsiflaydi, matematik va umumiy til qobiliyatlari ham saqlanadi. Oila 5.5 trillion tokenli kod, matn-kod bog‘lanishi va sintetik materialda o‘qitilgan.</p><h4>Aniq dasturlash topshirig‘ini tayyorlang</h4><p>Kod so‘rashdan oldin til, funksiya imzosi, kirish haqidagi farazlar va kutilayotgan chiqishni yuboring. Kerakli xatti-harakatni belgilaydigan misolni kiriting, ayniqsa chegaraviy holat kodni o‘zgartirsa. Tuzatishda joriy funksiya va u bartaraf etishi kerak bo‘lgan xatoni bering.</p><p>Namunaviy so‘rov tasdiqlangan maydon nomlarini saqlab, bo‘sh kirish uchun belgilangan natijani qaytaradigan parserni so‘rashi mumkin. Tekshiruv bir xil shartnomaga tegishli bo‘lishi uchun tegishli interfeys va misollarni taklif etilgan kod bilan saqlang.</p><h4>Instruct suhbat shablonidan foydalaning</h4><p>Ushbu checkpoint Base modelidan alohida Instruct nashridir. Modelning o‘z misoli checkpointning chat shabloni orqali system va user xabarlarini yuboradi hamda yaratilgan davomni matn sifatida dekodlaydi. Suhbatni tayyorlashda vazifa ko‘rsatmasi va joriy kod savolini aniq tuting.</p><p>Tushuntirish uchun tahlil qilinadigan funksiya yoki tarmoqni belgilang va uning xatti-harakatini qaysi faraz belgilashini so‘rang. Qayta yozishda qaysi interfeys va chiqish maydonlari o‘zgarmasligi kerakligini ayting. Foydali javob taklif etilgan kodni, keyin o‘zgarishni shu talablarga bog‘laydigan mulohazani berishi mumkin.</p><h4>Tegishli bog‘liqliklarni 3B profiliga sig‘diring</h4><p>Aynan 3B kartasida 32,768 tokenli kontekst, embeddingdan tashqari 2.77 milliard parametr va 36 qatlam e’lon qilingan. Model arxitekturasi guruhlangan so‘rovlarga asoslangan diqqat mexanizmidan (grouped-query attention) foydalanadi: unda 16 ta so‘rov boshi (query head) va ikkita kalit/qiymat boshi (key/value head) bor. Ushbu ixcham nashrni alohida sozlangan 32B modeli deb qabul qilish o‘rniga so‘rov uchun tegishli loyiha materialini tanlang.</p><p>Funksiyalararo namunaviy vazifada kod, uni chaqiruvchi va ularni bog‘laydigan tur yoki sxemani kiriting. Yaratilgan o‘zgarish kerakli joyga tegishli bo‘lishi uchun fayl yo‘llari va nomlarini saqlang. Savol faqat bitta shartga tegishli bo‘lsa, uni belgilaydigan kodni va kutilayotgan natijani aniqlaydigan misollarni saqlang.</p><h4>Tekshirish mumkin bo‘lgan natija yarating</h4><p>Keyingi qadam uchun to‘liq funksiya, maqsadli kod o‘zgarishi yoki yozma tushuntirish kerakligini tanlang. Modelning o‘z generatsiya misoli kichik vazifa uchun namunaviy chiqish hajmidan foydalanadi; joriy ish uchun haqiqiy natija va unga mos sozlangan javob hajmini belgilang.</p><p>Atrofdagi ilova natijani ishga tushirganda yoki tekshirganda manba kod, talab va taklif etilgan o‘zgarishni birga saqlang. Tuzatishda haqiqiy nosozlik va joriy kodni yuboring, keyin aynan shu dalil ko‘rsatgan nosozlikni bartaraf etadigan o‘zgarishni so‘rang. Davom bir xil ishlab chiqaruvchi nashridan foydalanishi uchun tanlangan 3B Instruct nomini tayyor kod va tushuntirish bilan saqlang.</p><p>Ailoot orqali /v1/chat/completions da aynan shu model ID sini tanlang va vazifani messages da yuboring. Har bir xabarda role va uning content mazmuni bo‘ladi; tegishli ko‘rsatma bilan manba materialini birga saqlang. To‘liq JSON javobni yoki stream yoqilganida barcha SSE qismlarini yig‘ing va yozma natija bilan usage ma’lumotini saqlang.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Ailoot da mavjud · kirish ma’lumotlari va usullar</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · OpenAI Chat</b> <code>POST /v1/chat/completions</code></summary><dl class=\"method-capabilities\"><div><dt>Kirish</dt><dd><code>text</code>, <code>image</code></dd></div><div><dt>Chiqish</dt><dd><code>text</code></dd></div><div><dt>Chiqish formati</dt><dd>JSON or SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Maydon</th><th>Tur</th><th>Talab</th><th>Qiymatlar va cheklovlar</th><th>Standart</th></tr></thead><tbody><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>string</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>qwen2.5-coder-3b-instruct</div><div>Shartlar: Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.</div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>array</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>Shartlar: </div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>boolean</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Ixtiyoriy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>Shartlar: </div></td><td data-cell-label=\"Standart\" data-default=\"known\"><span class=\"card-cell-label\">Standart</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kirish materiallari birikmalari</summary><p class=\"note-s\"><b>text_input</b> · Majburiy: messages</p><p class=\"note-s\"><b>image_with_text</b> · Majburiy: messages with actual image content blocks</p></details><details class=\"note-s\" data-method-contract><summary>Usul parametrlari va hayot sikli</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametr</th><th>Parametr talablari</th></tr></thead><tbody><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>content_type</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>application/json</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>required</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>model, messages</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>optional</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>stream</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>material_types</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>text, image</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>conditions</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning., Aynan tanlangan model tasvirni tushunishni qoʻllab-quvvatlasa, ushbu protokol orqali tasvir kontenti uzatiladi. Protokolning soʻrovni qabul qilishi har bir modelda tasvir bilan ishlash imkoniyati borligini tasdiqlamaydi.</td></tr></tbody></table></div><p>Usul taxalluslari: <code>/chat/completions</code></p><p>Hayot sikli: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariflar</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tarif ma’lumotlari so‘rov imkoniyatlarini qo‘shmaydi. Qo‘llab-quvvatlanadigan parametrlar tanlangan usulda ko‘rsatilgan.</p><dl data-price-conditions><dt>Tezkor rejim</dt><dd>Standart tarif <span class=\"note-s\">Tezkor rejim tanlanganda</span></dd><dt>Flex rejimi</dt><dd>Standart tarif <span class=\"note-s\">flex rejimi tanlanganda</span></dd><dt>Maksimal fikrlash darajasi</dt><dd>Standart tarif <span class=\"note-s\">Maksimal fikrlash darajasi uchun standart (default) tuzatish qo‘llanganda</span></dd><dt>Ochiq ko‘rsatilgan keshlash narxlari</dt><dd>Yoqilmagan <span class=\"note-s\">Ochiq ko‘rsatilgan keshlash so‘ralganda</span></dd><dt>Faqat matn uchun nol tariflar</dt><dd>Kesh, vositalar va media uchun alohida keltirilgan narxlash shartlari amal qiladi. <span class=\"note-s\">Faqat matnli kirish va chiqish uchun</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot tariflari</h4><h4>Sozlamalar bo‘yicha narxlar</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Sozlama</th><th>Tariflar jadvali</th><th>To‘lov</th></tr></thead><tbody><tr><th data-cell-label=\"Sozlama\" scope=\"row\"><span class=\"card-cell-label\">Sozlama</span>Tokenlar uchun bazaviy tariflar</th><td data-cell-label=\"Tariflar jadvali\"><span class=\"card-cell-label\">Tariflar jadvali</span>Asosiy tarif</td><td data-cell-label=\"To‘lov\"><span class=\"card-cell-label\">To‘lov</span><div><span>Kirish · Kirish tokenlari</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Chiqish · Chiqish tokenlari</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshdan o‘qish</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshga yozish</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshga yozish, 1 soat</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot so‘rovdan oldin taxminiy summani band qiladi. Natijadan keyin o‘lchangan sarf asosidagi yakuniy to‘lovni yechadi. Oqimli javob bo‘yicha yakuniy hisob-kitob yakuniy sarf yozuviga asoslanadi. <a href=\"/docs/uz/billing/reserve/\">Summani band qilish va to‘lovni hisoblash tartibi →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">So‘rov namunalari</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Kod variantlari\"><button class=\"cg-tab\" id=\"model-code-2875-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2875-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · Bir marta yarating va natijani to‘liq saqlang</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Kodni nusxalash\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-2875-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2875-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\nexport AILOOT_API_KEY\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;: &quot;qwen2.5-coder-3b-instruct&quot;, &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;Explain how a rainbow forms.&quot;}]}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Natijalarni olish va saqlash</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">JSON or SSE</p><div class=\"card-result-process\" data-all-results><h5>Barcha tayyor natijalarni saqlash</h5><p class=\"note-s\">Qaytarilgan har bir to‘liq javob, fayl va kontent qismini saqlang.</p><p class=\"note-s\">Har bir kontent blokini, vosita chaqiruvining ID sini, qaytarilgan boʻlsa fikrlash imzosini, barcha SSE oʻzgarishlarini va foydalanish maʼlumotlarini toʻliq saqlang. Dastlabki matn parchasi butun natija emas.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Asl javobni tekshirish kerak bo‘lsa</h5><p class=\"note-s\">Asl X-Client-Request-ID ni, javob va sarlavhalarni saqlang. Natijaning nomaʼlum boʻlishi yoki result_pending_check ikkinchi marta yaratishga ruxsat bermaydi.</p></div><details class=\"card-about\" data-output-fields><summary>Javob maydonlari</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Maydon</th><th>Tur</th></tr></thead><tbody><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">choices[]</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span>object</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Xatolar va keyingi qadamlar</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Javob</th><th>Shart</th><th>Keyingi qadam</th></tr></thead><tbody><tr><th data-cell-label=\"Javob\" scope=\"row\"><span class=\"card-cell-label\">Javob</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Shart\"><span class=\"card-cell-label\">Shart</span>Majburiy maydon, model selektori, tur yoki kirish maʼlumotining ifodalanishi notoʻgʻri.</td><td data-cell-label=\"Keyingi qadam\"><span class=\"card-cell-label\">Keyingi qadam</span>Alohida soʻrov tayyorlashdan oldin javobda qaytarilgan tekshiruv tafsilotlarini koʻrib chiqing.</td></tr><tr><th data-cell-label=\"Javob\" scope=\"row\"><span class=\"card-cell-label\">Javob</span><code></code></th><td data-cell-label=\"Shart\"><span class=\"card-cell-label\">Shart</span>Asl soʻrov yoki natija nomaʼlum yoki tekshirishni talab qiladi.</td><td data-cell-label=\"Keyingi qadam\"><span class=\"card-cell-label\">Keyingi qadam</span>Asl identifikatorlar va sarlavhalarni saqlang; faqat qoʻllab-quvvatlanadigan holat/kutubxona yozuvlarini oʻqing. Yaratish soʻrovini qayta yubormang.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Taxalluslar</h3><h4>Model taxalluslari</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=qwen2.5-coder-3b-instruct&amp;route=Ultra&amp;caller=qwen2.5-coder-3b-instruct&amp;fmt=chat\"><code>qwen2.5-coder-3b-instruct</code></a></span></p><h4>Usul yo‘llari taxalluslari</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>Chaqirish uchun tegishli ID lar</h4><p class=\"note-s\"><a href=\"#m=qwen2.5-coder-3b-instruct&amp;route=Ultra&amp;caller=qwen2.5-coder-3b-instruct&amp;fmt=chat\"><code>qwen2.5-coder-3b-instruct</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "qwen2.5-coder-3b-instruct",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|qwen2.5-coder-3b-instruct",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Majburiy maydon, model selektori, tur yoki kirish maʼlumotining ifodalanishi notoʻgʻri.",
                "http_status": 400,
                "recovery": "Alohida soʻrov tayyorlashdan oldin javobda qaytarilgan tekshiruv tafsilotlarini koʻrib chiqing.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Asl soʻrov yoki natija nomaʼlum yoki tekshirishni talab qiladi.",
                "http_status": null,
                "recovery": "Asl identifikatorlar va sarlavhalarni saqlang; faqat qoʻllab-quvvatlanadigan holat/kutubxona yozuvlarini oʻqing. Yaratish soʻrovini qayta yubormang.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Asl X-Client-Request-ID ni, javob va sarlavhalarni saqlang. Natijaning nomaʼlum boʻlishi yoki result_pending_check ikkinchi marta yaratishga ruxsat bermaydi.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Har bir kontent blokini, vosita chaqiruvining ID sini, qaytarilgan boʻlsa fikrlash imzosini, barcha SSE oʻzgarishlarini va foydalanish maʼlumotlarini toʻliq saqlang. Dastlabki matn parchasi butun natija emas.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "choices[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
                "default_known": false,
                "enum": [
                  "qwen2.5-coder-3b-instruct"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "image_url": {
                                    "properties": {
                                      "detail": {
                                        "type": "string"
                                      },
                                      "url": {
                                        "type": "string"
                                      }
                                    },
                                    "required": [
                                      "url"
                                    ],
                                    "type": "object"
                                  },
                                  "type": {
                                    "const": "image_url"
                                  }
                                },
                                "required": [
                                  "type",
                                  "image_url"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "image_url": {
                                      "properties": {
                                        "detail": {
                                          "type": "string"
                                        },
                                        "url": {
                                          "type": "string"
                                        }
                                      },
                                      "required": [
                                        "url"
                                      ],
                                      "type": "object"
                                    },
                                    "type": {
                                      "const": "image_url"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "image_url"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "qwen2.5-coder-3b-instruct"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "qwen2.5-coder-3b-instruct"
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
              "Aynan tanlangan model tasvirni tushunishni qoʻllab-quvvatlasa, ushbu protokol orqali tasvir kontenti uzatiladi. Protokolning soʻrovni qabul qilishi har bir modelda tasvir bilan ishlash imkoniyati borligini tasdiqlamaydi."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/chat/completions"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "choices[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"qwen2.5-coder-3b-instruct\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 0,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Faqat matn uchun nol tariflar",
            "value": "Kesh, vositalar va media uchun alohida keltirilgan narxlash shartlari amal qiladi.",
            "when": "Faqat matnli kirish va chiqish uchun"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    },
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Qwen2.5-Coder-3B</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Yopish\">×</button></div><div class=\"idline\"><span>Boshqa /</span><code>qwen2.5-coder-3b-instruct</code><button type=\"button\" id=\"copy-id\">ID ni nusxalash</button></div><nav class=\"card-jump-nav\" aria-label=\"Model kartochkasi bo‘limlari\"><button type=\"button\" data-card-jump=\"overview\">Boshlash</button><button type=\"button\" data-card-jump=\"methods\">Kirish ma’lumotlari va usullar</button><button type=\"button\" data-card-jump=\"pricing\">Tariflar</button><button type=\"button\" data-card-jump=\"examples\">Namunalar</button><button type=\"button\" data-card-jump=\"results\">Natijalar</button><button type=\"button\" data-card-jump=\"aliases\">Taxalluslar</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API usullari\"><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|qwen2.5-coder-3b-instruct\">Chat</button><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|qwen2.5-coder-3b-instruct\">Messages</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-1\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Boshlash</h3><p class=\"mdesc-full\">Qwen2.5-Coder-3B-Instruct — Qwenning kod yaratish, mulohaza va tuzatish uchun ko‘rsatmalarga moslangan ixcham modeli. Aynan 3.09B parametrli profil tegishli kod, interfeys va kutilayotgan xatti-harakat kiritilgan dasturlash topshiriqlari uchun 32,768 tokenli kontekstga ega.</p><dl class=\"card-io\" data-card-io><div><dt>Qabul qilinadigan kirish ma’lumotlari</dt><dd>Matn · Rasmlar</dd></div><div><dt>Natijalar</dt><dd>json · sse</dd></div></dl><details class=\"card-about\"><summary>Model haqida</summary><p class=\"note-s\" data-model-method-boundary>Bu tavsif model imkoniyatlarini yoritadi. Ailoot da tanlangan usul uchun mavjud kirish, chiqish va parametrlar quyida keltirilgan.</p><div class=\"mabout\" id=\"m-about\"><p>Qwen2.5-Coder-3B-Instruct — Qwenning ko‘rsatmalarga moslangan ixcham dasturlash modeli, jami 3.09 milliard parametr va 32,768 tokenli to‘liq kontekstga ega. Ishlab chiqaruvchi oilaning asosiy maqsadlari sifatida kod yaratish, kod bo‘yicha mulohaza va kodni tuzatishni tavsiflaydi, matematik va umumiy til qobiliyatlari ham saqlanadi. Oila 5.5 trillion tokenli kod, matn-kod bog‘lanishi va sintetik materialda o‘qitilgan.</p><h4>Aniq dasturlash topshirig‘ini tayyorlang</h4><p>Kod so‘rashdan oldin til, funksiya imzosi, kirish haqidagi farazlar va kutilayotgan chiqishni yuboring. Kerakli xatti-harakatni belgilaydigan misolni kiriting, ayniqsa chegaraviy holat kodni o‘zgartirsa. Tuzatishda joriy funksiya va u bartaraf etishi kerak bo‘lgan xatoni bering.</p><p>Namunaviy so‘rov tasdiqlangan maydon nomlarini saqlab, bo‘sh kirish uchun belgilangan natijani qaytaradigan parserni so‘rashi mumkin. Tekshiruv bir xil shartnomaga tegishli bo‘lishi uchun tegishli interfeys va misollarni taklif etilgan kod bilan saqlang.</p><h4>Instruct suhbat shablonidan foydalaning</h4><p>Ushbu checkpoint Base modelidan alohida Instruct nashridir. Modelning o‘z misoli checkpointning chat shabloni orqali system va user xabarlarini yuboradi hamda yaratilgan davomni matn sifatida dekodlaydi. Suhbatni tayyorlashda vazifa ko‘rsatmasi va joriy kod savolini aniq tuting.</p><p>Tushuntirish uchun tahlil qilinadigan funksiya yoki tarmoqni belgilang va uning xatti-harakatini qaysi faraz belgilashini so‘rang. Qayta yozishda qaysi interfeys va chiqish maydonlari o‘zgarmasligi kerakligini ayting. Foydali javob taklif etilgan kodni, keyin o‘zgarishni shu talablarga bog‘laydigan mulohazani berishi mumkin.</p><h4>Tegishli bog‘liqliklarni 3B profiliga sig‘diring</h4><p>Aynan 3B kartasida 32,768 tokenli kontekst, embeddingdan tashqari 2.77 milliard parametr va 36 qatlam e’lon qilingan. Model arxitekturasi guruhlangan so‘rovlarga asoslangan diqqat mexanizmidan (grouped-query attention) foydalanadi: unda 16 ta so‘rov boshi (query head) va ikkita kalit/qiymat boshi (key/value head) bor. Ushbu ixcham nashrni alohida sozlangan 32B modeli deb qabul qilish o‘rniga so‘rov uchun tegishli loyiha materialini tanlang.</p><p>Funksiyalararo namunaviy vazifada kod, uni chaqiruvchi va ularni bog‘laydigan tur yoki sxemani kiriting. Yaratilgan o‘zgarish kerakli joyga tegishli bo‘lishi uchun fayl yo‘llari va nomlarini saqlang. Savol faqat bitta shartga tegishli bo‘lsa, uni belgilaydigan kodni va kutilayotgan natijani aniqlaydigan misollarni saqlang.</p><h4>Tekshirish mumkin bo‘lgan natija yarating</h4><p>Keyingi qadam uchun to‘liq funksiya, maqsadli kod o‘zgarishi yoki yozma tushuntirish kerakligini tanlang. Modelning o‘z generatsiya misoli kichik vazifa uchun namunaviy chiqish hajmidan foydalanadi; joriy ish uchun haqiqiy natija va unga mos sozlangan javob hajmini belgilang.</p><p>Atrofdagi ilova natijani ishga tushirganda yoki tekshirganda manba kod, talab va taklif etilgan o‘zgarishni birga saqlang. Tuzatishda haqiqiy nosozlik va joriy kodni yuboring, keyin aynan shu dalil ko‘rsatgan nosozlikni bartaraf etadigan o‘zgarishni so‘rang. Davom bir xil ishlab chiqaruvchi nashridan foydalanishi uchun tanlangan 3B Instruct nomini tayyor kod va tushuntirish bilan saqlang.</p><p>Ailoot orqali /v1/chat/completions da aynan shu model ID sini tanlang va vazifani messages da yuboring. Har bir xabarda role va uning content mazmuni bo‘ladi; tegishli ko‘rsatma bilan manba materialini birga saqlang. To‘liq JSON javobni yoki stream yoqilganida barcha SSE qismlarini yig‘ing va yozma natija bilan usage ma’lumotini saqlang.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Ailoot da mavjud · kirish ma’lumotlari va usullar</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Anthropic Messages</b> <code>POST /v1/messages</code></summary><dl class=\"method-capabilities\"><div><dt>Kirish</dt><dd><code>text</code>, <code>image</code></dd></div><div><dt>Chiqish</dt><dd><code>json</code>, <code>sse</code></dd></div><div><dt>Chiqish formati</dt><dd>JSON or SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Maydon</th><th>Tur</th><th>Talab</th><th>Qiymatlar va cheklovlar</th><th>Standart</th></tr></thead><tbody><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>string</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>qwen2.5-coder-3b-instruct</div><div>Shartlar: Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.</div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>array</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>Shartlar: </div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>boolean</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Ixtiyoriy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>Shartlar: </div></td><td data-cell-label=\"Standart\" data-default=\"known\"><span class=\"card-cell-label\">Standart</span>false</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>integer</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>Eng kam: 1</div><div>Shartlar: </div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kirish materiallari birikmalari</summary><p class=\"note-s\"><b>text_input</b> · Majburiy: messages</p><p class=\"note-s\"><b>image_with_text</b> · Majburiy: messages with actual image content blocks</p></details><details class=\"note-s\" data-method-contract><summary>Usul parametrlari va hayot sikli</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametr</th><th>Parametr talablari</th></tr></thead><tbody><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>content_type</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>application/json</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>required</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>model, messages, max_tokens</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>optional</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>stream</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>material_types</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>text, image</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>conditions</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning., Aynan tanlangan model tasvirni tushunishni qoʻllab-quvvatlasa, ushbu protokol orqali tasvir kontenti uzatiladi. Protokolning soʻrovni qabul qilishi har bir modelda tasvir bilan ishlash imkoniyati borligini tasdiqlamaydi.</td></tr></tbody></table></div><p>Hayot sikli: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariflar</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tarif ma’lumotlari so‘rov imkoniyatlarini qo‘shmaydi. Qo‘llab-quvvatlanadigan parametrlar tanlangan usulda ko‘rsatilgan.</p><dl data-price-conditions><dt>Tezkor rejim</dt><dd>Standart tarif <span class=\"note-s\">Tezkor rejim tanlanganda</span></dd><dt>Flex rejimi</dt><dd>Standart tarif <span class=\"note-s\">flex rejimi tanlanganda</span></dd><dt>Maksimal fikrlash darajasi</dt><dd>Standart tarif <span class=\"note-s\">Maksimal fikrlash darajasi uchun standart (default) tuzatish qo‘llanganda</span></dd><dt>Ochiq ko‘rsatilgan keshlash narxlari</dt><dd>Yoqilmagan <span class=\"note-s\">Ochiq ko‘rsatilgan keshlash so‘ralganda</span></dd><dt>Faqat matn uchun nol tariflar</dt><dd>Kesh, vositalar va media uchun alohida keltirilgan narxlash shartlari amal qiladi. <span class=\"note-s\">Faqat matnli kirish va chiqish uchun</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot tariflari</h4><h4>Sozlamalar bo‘yicha narxlar</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Sozlama</th><th>Tariflar jadvali</th><th>To‘lov</th></tr></thead><tbody><tr><th data-cell-label=\"Sozlama\" scope=\"row\"><span class=\"card-cell-label\">Sozlama</span>Tokenlar uchun bazaviy tariflar</th><td data-cell-label=\"Tariflar jadvali\"><span class=\"card-cell-label\">Tariflar jadvali</span>Asosiy tarif</td><td data-cell-label=\"To‘lov\"><span class=\"card-cell-label\">To‘lov</span><div><span>Kirish · Kirish tokenlari</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Chiqish · Chiqish tokenlari</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshdan o‘qish</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshga yozish</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshga yozish, 1 soat</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot so‘rovdan oldin taxminiy summani band qiladi. Natijadan keyin o‘lchangan sarf asosidagi yakuniy to‘lovni yechadi. Oqimli javob bo‘yicha yakuniy hisob-kitob yakuniy sarf yozuviga asoslanadi. <a href=\"/docs/uz/billing/reserve/\">Summani band qilish va to‘lovni hisoblash tartibi →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">So‘rov namunalari</h3><h4>Ailoot Ultra · Anthropic Messages</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Kod variantlari\"><button class=\"cg-tab\" id=\"model-code-2876-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2876-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · Bir marta yarating va natijani to‘liq saqlang</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Kodni nusxalash\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-2876-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2876-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\nexport AILOOT_API_KEY\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;: &quot;qwen2.5-coder-3b-instruct&quot;, &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;Explain how a rainbow forms.&quot;}], &quot;max_tokens&quot;: 256}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Natijalarni olish va saqlash</h3><h4>Ailoot Ultra · Anthropic Messages</h4><p class=\"note-s\">JSON or SSE</p><div class=\"card-result-process\" data-all-results><h5>Barcha tayyor natijalarni saqlash</h5><p class=\"note-s\">Qaytarilgan har bir to‘liq javob, fayl va kontent qismini saqlang.</p><p class=\"note-s\">Har bir kontent blokini, vosita chaqiruvining ID sini, qaytarilgan boʻlsa fikrlash imzosini, barcha SSE oʻzgarishlarini va foydalanish maʼlumotlarini toʻliq saqlang. Dastlabki matn parchasi butun natija emas.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Asl javobni tekshirish kerak bo‘lsa</h5><p class=\"note-s\">Asl X-Client-Request-ID ni, javob va sarlavhalarni saqlang. Natijaning nomaʼlum boʻlishi yoki result_pending_check ikkinchi marta yaratishga ruxsat bermaydi.</p></div><details class=\"card-about\" data-output-fields><summary>Javob maydonlari</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Maydon</th><th>Tur</th></tr></thead><tbody><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">content[]</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span>object</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Xatolar va keyingi qadamlar</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Javob</th><th>Shart</th><th>Keyingi qadam</th></tr></thead><tbody><tr><th data-cell-label=\"Javob\" scope=\"row\"><span class=\"card-cell-label\">Javob</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Shart\"><span class=\"card-cell-label\">Shart</span>Majburiy maydon, model selektori, tur yoki kirish maʼlumotining ifodalanishi notoʻgʻri.</td><td data-cell-label=\"Keyingi qadam\"><span class=\"card-cell-label\">Keyingi qadam</span>Alohida soʻrov tayyorlashdan oldin javobda qaytarilgan tekshiruv tafsilotlarini koʻrib chiqing.</td></tr><tr><th data-cell-label=\"Javob\" scope=\"row\"><span class=\"card-cell-label\">Javob</span><code></code></th><td data-cell-label=\"Shart\"><span class=\"card-cell-label\">Shart</span>Asl soʻrov yoki natija nomaʼlum yoki tekshirishni talab qiladi.</td><td data-cell-label=\"Keyingi qadam\"><span class=\"card-cell-label\">Keyingi qadam</span>Asl identifikatorlar va sarlavhalarni saqlang; faqat qoʻllab-quvvatlanadigan holat/kutubxona yozuvlarini oʻqing. Yaratish soʻrovini qayta yubormang.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Taxalluslar</h3><h4>Model taxalluslari</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=qwen2.5-coder-3b-instruct&amp;route=Ultra&amp;caller=qwen2.5-coder-3b-instruct&amp;fmt=messages\"><code>qwen2.5-coder-3b-instruct</code></a></span></p><h4>Usul yo‘llari taxalluslari</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>Chaqirish uchun tegishli ID lar</h4><p class=\"note-s\"><a href=\"#m=qwen2.5-coder-3b-instruct&amp;route=Ultra&amp;caller=qwen2.5-coder-3b-instruct&amp;fmt=messages\"><code>qwen2.5-coder-3b-instruct</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "qwen2.5-coder-3b-instruct",
        "fmt": "messages",
        "http": "POST",
        "path": "/v1/messages",
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|messages|/v1/messages|qwen2.5-coder-3b-instruct",
      "ordinal": 1,
      "rawMethod": {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Majburiy maydon, model selektori, tur yoki kirish maʼlumotining ifodalanishi notoʻgʻri.",
                "http_status": 400,
                "recovery": "Alohida soʻrov tayyorlashdan oldin javobda qaytarilgan tekshiruv tafsilotlarini koʻrib chiqing.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Asl soʻrov yoki natija nomaʼlum yoki tekshirishni talab qiladi.",
                "http_status": null,
                "recovery": "Asl identifikatorlar va sarlavhalarni saqlang; faqat qoʻllab-quvvatlanadigan holat/kutubxona yozuvlarini oʻqing. Yaratish soʻrovini qayta yubormang.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Asl X-Client-Request-ID ni, javob va sarlavhalarni saqlang. Natijaning nomaʼlum boʻlishi yoki result_pending_check ikkinchi marta yaratishga ruxsat bermaydi.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Har bir kontent blokini, vosita chaqiruvining ID sini, qaytarilgan boʻlsa fikrlash imzosini, barcha SSE oʻzgarishlarini va foydalanish maʼlumotlarini toʻliq saqlang. Dastlabki matn parchasi butun natija emas.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "content[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
                "default_known": false,
                "enum": [
                  "qwen2.5-coder-3b-instruct"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "source": {
                                    "oneOf": [
                                      {
                                        "properties": {
                                          "type": {
                                            "const": "url"
                                          },
                                          "url": {
                                            "type": "string"
                                          }
                                        },
                                        "required": [
                                          "type",
                                          "url"
                                        ],
                                        "type": "object"
                                      },
                                      {
                                        "properties": {
                                          "data": {
                                            "type": "string"
                                          },
                                          "media_type": {
                                            "type": "string"
                                          },
                                          "type": {
                                            "const": "base64"
                                          }
                                        },
                                        "required": [
                                          "type",
                                          "media_type",
                                          "data"
                                        ],
                                        "type": "object"
                                      }
                                    ]
                                  },
                                  "type": {
                                    "const": "image"
                                  }
                                },
                                "required": [
                                  "type",
                                  "source"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "enum": [
                        "user",
                        "assistant"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "minimum": 1,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "qwen2.5-coder-3b-instruct"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "max_tokens": 256,
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "qwen2.5-coder-3b-instruct"
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
              "Aynan tanlangan model tasvirni tushunishni qoʻllab-quvvatlasa, ushbu protokol orqali tasvir kontenti uzatiladi. Protokolning soʻrovni qabul qilishi har bir modelda tasvir bilan ishlash imkoniyati borligini tasdiqlamaydi."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "method_aliases": [],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "content[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"qwen2.5-coder-3b-instruct\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}], \"max_tokens\": 256}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "messages",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Faqat matn uchun nol tariflar",
            "value": "Kesh, vositalar va media uchun alohida keltirilgan narxlash shartlari amal qiladi.",
            "when": "Faqat matnli kirish va chiqish uchun"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "qwen2.5-coder-3b-instruct",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "e36f5dffd915667873a225e658e7aeef8db9094cc2a3c2fdfb290bad1f14a4ff",
    "input_html_sha256": "385a6906b38cbc59d87f624e3469c2dc1de42eeb5d15357556ff070c5d881f58",
    "private_audit_sha256": "779350dd67b6d8a3dd2bcb0210ee9e2d572502033484d85c8e5c624d6634f554",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/uz/qwen2-5-coder-3b-instruct/",
    "description": "Qwen2.5-Coder-3B-Instruct — Qwenning kod yaratish, mulohaza va tuzatish uchun ko‘rsatmalarga moslangan ixcham modeli. Aynan 3.09B parametrli profil tegishli kod, interfeys va kutilayotgan xatti-harakat kiritilgan dasturlash topshiriqlari uchun 32,768 tokenli kontekstga ega.",
    "locale": "uz",
    "md_url": "https://ailoot.ai/models/uz/qwen2-5-coder-3b-instruct/index.md",
    "title": "Qwen2.5-Coder-3B — Ailoot",
    "url": "https://ailoot.ai/models/uz/qwen2-5-coder-3b-instruct/"
  },
  "rawModel": {
    "about": "Qwen2.5-Coder-3B-Instruct — Qwenning ko‘rsatmalarga moslangan ixcham dasturlash modeli, jami 3.09 milliard parametr va 32,768 tokenli to‘liq kontekstga ega. Ishlab chiqaruvchi oilaning asosiy maqsadlari sifatida kod yaratish, kod bo‘yicha mulohaza va kodni tuzatishni tavsiflaydi, matematik va umumiy til qobiliyatlari ham saqlanadi. Oila 5.5 trillion tokenli kod, matn-kod bog‘lanishi va sintetik materialda o‘qitilgan.\n\n### Aniq dasturlash topshirig‘ini tayyorlang\n\nKod so‘rashdan oldin til, funksiya imzosi, kirish haqidagi farazlar va kutilayotgan chiqishni yuboring. Kerakli xatti-harakatni belgilaydigan misolni kiriting, ayniqsa chegaraviy holat kodni o‘zgartirsa. Tuzatishda joriy funksiya va u bartaraf etishi kerak bo‘lgan xatoni bering.\n\nNamunaviy so‘rov tasdiqlangan maydon nomlarini saqlab, bo‘sh kirish uchun belgilangan natijani qaytaradigan parserni so‘rashi mumkin. Tekshiruv bir xil shartnomaga tegishli bo‘lishi uchun tegishli interfeys va misollarni taklif etilgan kod bilan saqlang.\n\n### Instruct suhbat shablonidan foydalaning\n\nUshbu checkpoint Base modelidan alohida Instruct nashridir. Modelning o‘z misoli checkpointning chat shabloni orqali system va user xabarlarini yuboradi hamda yaratilgan davomni matn sifatida dekodlaydi. Suhbatni tayyorlashda vazifa ko‘rsatmasi va joriy kod savolini aniq tuting.\n\nTushuntirish uchun tahlil qilinadigan funksiya yoki tarmoqni belgilang va uning xatti-harakatini qaysi faraz belgilashini so‘rang. Qayta yozishda qaysi interfeys va chiqish maydonlari o‘zgarmasligi kerakligini ayting. Foydali javob taklif etilgan kodni, keyin o‘zgarishni shu talablarga bog‘laydigan mulohazani berishi mumkin.\n\n### Tegishli bog‘liqliklarni 3B profiliga sig‘diring\n\nAynan 3B kartasida 32,768 tokenli kontekst, embeddingdan tashqari 2.77 milliard parametr va 36 qatlam e’lon qilingan. Model arxitekturasi guruhlangan so‘rovlarga asoslangan diqqat mexanizmidan (grouped-query attention) foydalanadi: unda 16 ta so‘rov boshi (query head) va ikkita kalit/qiymat boshi (key/value head) bor. Ushbu ixcham nashrni alohida sozlangan 32B modeli deb qabul qilish o‘rniga so‘rov uchun tegishli loyiha materialini tanlang.\n\nFunksiyalararo namunaviy vazifada kod, uni chaqiruvchi va ularni bog‘laydigan tur yoki sxemani kiriting. Yaratilgan o‘zgarish kerakli joyga tegishli bo‘lishi uchun fayl yo‘llari va nomlarini saqlang. Savol faqat bitta shartga tegishli bo‘lsa, uni belgilaydigan kodni va kutilayotgan natijani aniqlaydigan misollarni saqlang.\n\n### Tekshirish mumkin bo‘lgan natija yarating\n\nKeyingi qadam uchun to‘liq funksiya, maqsadli kod o‘zgarishi yoki yozma tushuntirish kerakligini tanlang. Modelning o‘z generatsiya misoli kichik vazifa uchun namunaviy chiqish hajmidan foydalanadi; joriy ish uchun haqiqiy natija va unga mos sozlangan javob hajmini belgilang.\n\nAtrofdagi ilova natijani ishga tushirganda yoki tekshirganda manba kod, talab va taklif etilgan o‘zgarishni birga saqlang. Tuzatishda haqiqiy nosozlik va joriy kodni yuboring, keyin aynan shu dalil ko‘rsatgan nosozlikni bartaraf etadigan o‘zgarishni so‘rang. Davom bir xil ishlab chiqaruvchi nashridan foydalanishi uchun tanlangan 3B Instruct nomini tayyor kod va tushuntirish bilan saqlang.\n\nAiloot orqali /v1/chat/completions da aynan shu model ID sini tanlang va vazifani messages da yuboring. Har bir xabarda role va uning content mazmuni bo‘ladi; tegishli ko‘rsatma bilan manba materialini birga saqlang. To‘liq JSON javobni yoki stream yoqilganida barcha SSE qismlarini yig‘ing va yozma natija bilan usage ma’lumotini saqlang.",
    "alias_of": null,
    "aliases": [],
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          }
        ],
        "summary": "Konfiguratsiya narxlari tafsilotlarda to‘liq ko‘rsatilgan."
      }
    ],
    "ctx": null,
    "formats": [
      "chat",
      "messages"
    ],
    "id": "qwen2.5-coder-3b-instruct",
    "input": [
      "text",
      "image"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Majburiy maydon, model selektori, tur yoki kirish maʼlumotining ifodalanishi notoʻgʻri.",
                "http_status": 400,
                "recovery": "Alohida soʻrov tayyorlashdan oldin javobda qaytarilgan tekshiruv tafsilotlarini koʻrib chiqing.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Asl soʻrov yoki natija nomaʼlum yoki tekshirishni talab qiladi.",
                "http_status": null,
                "recovery": "Asl identifikatorlar va sarlavhalarni saqlang; faqat qoʻllab-quvvatlanadigan holat/kutubxona yozuvlarini oʻqing. Yaratish soʻrovini qayta yubormang.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Asl X-Client-Request-ID ni, javob va sarlavhalarni saqlang. Natijaning nomaʼlum boʻlishi yoki result_pending_check ikkinchi marta yaratishga ruxsat bermaydi.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Har bir kontent blokini, vosita chaqiruvining ID sini, qaytarilgan boʻlsa fikrlash imzosini, barcha SSE oʻzgarishlarini va foydalanish maʼlumotlarini toʻliq saqlang. Dastlabki matn parchasi butun natija emas.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "choices[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
                "default_known": false,
                "enum": [
                  "qwen2.5-coder-3b-instruct"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "image_url": {
                                    "properties": {
                                      "detail": {
                                        "type": "string"
                                      },
                                      "url": {
                                        "type": "string"
                                      }
                                    },
                                    "required": [
                                      "url"
                                    ],
                                    "type": "object"
                                  },
                                  "type": {
                                    "const": "image_url"
                                  }
                                },
                                "required": [
                                  "type",
                                  "image_url"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "image_url": {
                                      "properties": {
                                        "detail": {
                                          "type": "string"
                                        },
                                        "url": {
                                          "type": "string"
                                        }
                                      },
                                      "required": [
                                        "url"
                                      ],
                                      "type": "object"
                                    },
                                    "type": {
                                      "const": "image_url"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "image_url"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "qwen2.5-coder-3b-instruct"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "qwen2.5-coder-3b-instruct"
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
              "Aynan tanlangan model tasvirni tushunishni qoʻllab-quvvatlasa, ushbu protokol orqali tasvir kontenti uzatiladi. Protokolning soʻrovni qabul qilishi har bir modelda tasvir bilan ishlash imkoniyati borligini tasdiqlamaydi."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/chat/completions"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "choices[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"qwen2.5-coder-3b-instruct\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 0,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Faqat matn uchun nol tariflar",
            "value": "Kesh, vositalar va media uchun alohida keltirilgan narxlash shartlari amal qiladi.",
            "when": "Faqat matnli kirish va chiqish uchun"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      },
      {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Majburiy maydon, model selektori, tur yoki kirish maʼlumotining ifodalanishi notoʻgʻri.",
                "http_status": 400,
                "recovery": "Alohida soʻrov tayyorlashdan oldin javobda qaytarilgan tekshiruv tafsilotlarini koʻrib chiqing.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Asl soʻrov yoki natija nomaʼlum yoki tekshirishni talab qiladi.",
                "http_status": null,
                "recovery": "Asl identifikatorlar va sarlavhalarni saqlang; faqat qoʻllab-quvvatlanadigan holat/kutubxona yozuvlarini oʻqing. Yaratish soʻrovini qayta yubormang.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Asl X-Client-Request-ID ni, javob va sarlavhalarni saqlang. Natijaning nomaʼlum boʻlishi yoki result_pending_check ikkinchi marta yaratishga ruxsat bermaydi.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Har bir kontent blokini, vosita chaqiruvining ID sini, qaytarilgan boʻlsa fikrlash imzosini, barcha SSE oʻzgarishlarini va foydalanish maʼlumotlarini toʻliq saqlang. Dastlabki matn parchasi butun natija emas.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "content[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
                "default_known": false,
                "enum": [
                  "qwen2.5-coder-3b-instruct"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "source": {
                                    "oneOf": [
                                      {
                                        "properties": {
                                          "type": {
                                            "const": "url"
                                          },
                                          "url": {
                                            "type": "string"
                                          }
                                        },
                                        "required": [
                                          "type",
                                          "url"
                                        ],
                                        "type": "object"
                                      },
                                      {
                                        "properties": {
                                          "data": {
                                            "type": "string"
                                          },
                                          "media_type": {
                                            "type": "string"
                                          },
                                          "type": {
                                            "const": "base64"
                                          }
                                        },
                                        "required": [
                                          "type",
                                          "media_type",
                                          "data"
                                        ],
                                        "type": "object"
                                      }
                                    ]
                                  },
                                  "type": {
                                    "const": "image"
                                  }
                                },
                                "required": [
                                  "type",
                                  "source"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "enum": [
                        "user",
                        "assistant"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "minimum": 1,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "qwen2.5-coder-3b-instruct"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "max_tokens": 256,
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "qwen2.5-coder-3b-instruct"
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Ailoot soʻrovlarini yoʻnaltirish uchun aynan shu selektordan foydalaning.",
              "Aynan tanlangan model tasvirni tushunishni qoʻllab-quvvatlasa, ushbu protokol orqali tasvir kontenti uzatiladi. Protokolning soʻrovni qabul qilishi har bir modelda tasvir bilan ishlash imkoniyati borligini tasdiqlamaydi."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "method_aliases": [],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "content[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"qwen2.5-coder-3b-instruct\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}], \"max_tokens\": 256}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "messages",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Faqat matn uchun nol tariflar",
            "value": "Kesh, vositalar va media uchun alohida keltirilgan narxlash shartlari amal qiladi.",
            "when": "Faqat matnli kirish va chiqish uchun"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    ],
    "model_aliases": [
      {
        "canonical_model_id": "qwen2.5-coder-3b-instruct",
        "request_model_id": "qwen2.5-coder-3b-instruct",
        "route_label": "Ultra"
      }
    ],
    "name": "Qwen2.5-Coder-3B",
    "price": {
      "in": 0,
      "in_label": null,
      "out": 0,
      "out_label": null,
      "scope_label": "Token rates",
      "sort_in": 0,
      "sort_out": 0,
      "varies": false
    },
    "short": "Qwen2.5-Coder-3B-Instruct — Qwenning kod yaratish, mulohaza va tuzatish uchun ko‘rsatmalarga moslangan ixcham modeli. Aynan 3.09B parametrli profil tegishli kod, interfeys va kutilayotgan xatti-harakat kiritilgan dasturlash topshiriqlari uchun 32,768 tokenli kontekstga ega.",
    "title": "Qwen2.5-Coder-3B"
  },
  "renderer_schema": {
    "method_order": "Original DTO methods order; every exact route/format/path/caller survives.",
    "prices": "Original public DTO fields and original native display HTML; no flattened or normalized offers."
  },
  "representation": "exact-public-dto-and-native-renderer-html",
  "representationNotes": {
    "current_reference": {
      "about_json_pointer": "/aboutHtml",
      "methods": [
        {
          "contract_json_pointer": "/methods/0/rawMethod/contract",
          "html_json_pointer": "/methods/0/html",
          "method_ordinal": 0
        },
        {
          "contract_json_pointer": "/methods/1/rawMethod/contract",
          "html_json_pointer": "/methods/1/html",
          "method_ordinal": 1
        }
      ],
      "role": "current-semantic-reference"
    },
    "raw_input": {
      "examples_role": "historical-input-not-current-ready-examples",
      "json_pointers": [
        "/rawModel",
        "/methods/0/rawMethod",
        "/methods/1/rawMethod"
      ],
      "role": "historical-owner-input"
    },
    "schema": "ailoot-native-model-representations-v1"
  },
  "schema": "ailoot-static-model-facts-v1",
  "schema_version": 1,
  "shortText": "Qwen2.5-Coder-3B-Instruct — Qwenning kod yaratish, mulohaza va tuzatish uchun ko‘rsatmalarga moslangan ixcham modeli. Aynan 3.09B parametrli profil tegishli kod, interfeys va kutilayotgan xatti-harakat kiritilgan dasturlash topshiriqlari uchun 32,768 tokenli kontekstga ega.",
  "source": {
    "audit_sha256": "2e00086bcbfc28e64d0cebe97aa47c17d8d5618963027f8ffb9dc6123d7d25b1",
    "bridge_map_sha256": "1125275768b9636fc8461bc7da5061239a81ddfe508e2557843ca42c58ab0036",
    "raw_model_json_sha256": "42c2c212b207bd24b26fed2dd61791b286babf4b67d2466393938a0b9e65cf6e",
    "renderer_sha256": "aa8a0fca1bd770c042b64987512b6187fca2067aea3ddc877f68b163d80e7df6"
  },
  "sourceRevision": "8eacfb8a2ddcb7a3aefbfbb11388bf54a8eac7ec9fecc2affbf4fa0c8f5c9fd2"
}