Moondream: Moondream 3.1

{"about":"### Moondream 3.1 va kuzatilgan maʼlumotga bog‘lash\n\nMoondream 3.1 — ekspertlar aralashmasi arxitekturasiga ega Moondream vizual-til modelining versiyasi. Ishlab chiqaruvchi jami 9 mlrd parametr va har bir tokenda taxminan 2 mlrd faol parametrni ko‘rsatadi. Versiyaning asosiy yo‘nalishi — tasvirning aniq obyekt va hududlariga bog‘langan javoblar: sahnani tavsiflash bilan birga natija uning qaysi qismiga tegishli ekanini ham ko‘rsatish muhim.\n\nAsl model rasmiy kartochkasida beshta ko‘nikma ajratilgan: tasvir bo‘yicha savol, izoh, obyektlarni aniqlash, nuqtalarni ko‘rsatish va segmentatsiya. Savol matnli izoh beradi; aniqlash obyektni to‘rtburchak hududga bog‘laydi; nuqta uning joyini bildiradi; segmentatsiya egallagan hududini ajratadi. Bu butun tasvirning erkin tavsifi emas, aniq natija turi kerak bo‘lgan tizimlar uchun foydali.\n\n### Ailootʼdagi mavjud rejim\n\nAilootʼda Moondream 3.1 matnli xabar va matnli javoblar uchun ulangan. Tasvirlarni qayta ishlash va maxsus ko‘nikmalar orqali vizual koordinata yoki niqoblarni berish bu kartochkaning joriy interfeysiga kirmaydi. Matnli vazifa uchun oldindan tayyorlangan kuzatuv tavsifi, belgilar jadvali yoki natija talablarini berib, ular bo‘yicha savol qo‘yish mumkin.\n\nMasalan, tovar yoki obyektlar haqidagi maʼlumot matn shaklida bo‘lsa, so‘rovni aniq mezonlar asosida tuzish mumkin: qaysi belgilar solishtiriladi, nima moslik hisoblanadi, yo‘q qiymat qanday belgilanadi. Nom va dastlabki qiymatlarni saqlashni, xulosani esa berilgan maʼlumotlarga tayangan qisqa izoh bilan berishni so‘rang. Bu kuzatuvlarning matnli yozuvi bilan ishlashdir; u asl suratni ko‘zdan kechirish o‘rnini bosmaydi.\n\n### Kontekst va natija chegaralari\n\nAilootʼda bu versiya uchun 32 000 tokenli kontekst ko‘rsatilgan. So‘rovga ko‘rsatma, kerakli format namunalari va ishlov materiallarini kiritish mumkin. Vazifa bir maʼnoli tanlov talab qilsa, ruxsat etilgan javoblar va mezonlarni oldindan belgilash foydali: bu kirishda qaysi maʼlumot yetishmasligi haqida taxmin qilmay, topshiriqni tekshiriladigan qiladi.\n\nMoondreamʼning vizual tushunishga ixtisosligi har qanday sonli yoki mantiqiy xulosa avtomatik aniq degani emas. Rasmiy kartochkada ishlab chiqaruvchi aniqlash va fazoviy bog‘lash vazifalarini umumiy matnli matematika vazifalaridan ajratadi. Bu versiyani aniq kirish va kerakli javobni hisobga olib tanlash lozim; Ailootʼdagi joriy ulanish natijasi matn bo‘lib qoladi.","alias_of":null,"aliases":[],"author":"Moondream","canonical_model":"moondream/moondream3.1-9b-a2b","ctx":null,"formats":["chat","gemini","messages","responses"],"id":"moondream/moondream3.1-9b-a2b","input":["text"],"kind":"text","max_out":null,"methods":[{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"anthropic","fast_multiplier":1,"flex_multiplier":1,"fmt":"messages","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"Anthropic Messages","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1/messages","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]},{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"openai","fast_multiplier":1,"flex_multiplier":1,"fmt":"responses","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"OpenAI Responses","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1/responses","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]},{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"openai","fast_multiplier":1,"flex_multiplier":1,"fmt":"chat","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"OpenAI Chat","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1/chat/completions","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]},{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"gemini","fast_multiplier":1,"flex_multiplier":1,"fmt":"gemini","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"Gemini generateContent","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1beta/models/moondream/moondream3.1-9b-a2b:generateContent","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]}],"model_aliases":[{"canonical_model_id":"moondream/moondream3.1-9b-a2b","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra"}],"name":"Moondream: Moondream 3.1","price":{"in":0.6,"in_label":null,"out":5.0,"out_label":null,"sort_in":0.6,"sort_out":5.0,"varies":false},"public_id":"moondream/moondream3.1-9b-a2b","short":"Javobni sahna obyektlariga aniq bog‘lashga yo‘naltirilgan Moondream 3.1 versiyasi; Ailootʼda matnli ish mavjud."}