Moondream: Moondream 3 Preview

{"about":"### Moondream 3ʼning dastlabki versiyasi\n\nMoondream 3 Preview — tasvirlarni tushunish va sahnaning aniq obyektlariga bog‘liq vazifalar atrofida yaratilgan Moondream oilasi modeli. Uchinchi avlodda ishlab chiqaruvchi ekspertlar aralashmasi arxitekturasiga o‘tgan: model jami 9 mlrd parametrga ega, bir tokenda esa taxminan 2 mlrd ishlatiladi. Bu umumiy vaznlar hajmini har bir tokenni qayta ishlashdagi kichikroq faol qism bilan birlashtiradi.\n\nRasmiy Preview kartochkasida 24 qatlam, SigLIP asosidagi vizual kodlovchi va SuperBPE tokenizatori tasvirlangan. Asl modelning maxsus ko‘nikmalariga tasvir bo‘yicha savolga javob, izoh yozish, nuqtalarni ko‘rsatish va obyektlarni to‘rtburchak bilan belgilash kiradi. Bular turli vazifalar: sahna mazmunini tushuntirish, butun tasvirni tavsiflash va obyektni fazoda bog‘lash turli natija beradi.\n\n### Ailootʼda matn bilan ishlash\n\nAilootʼda bu model uchun matnli kirish va matnli javob mavjud. Tasvirlar, obyekt koordinatalari va maxsus vizual usullar kartochkaning joriy interfeysiga kirmaydi. Shunga qaramay, ishlab chiqaruvchi Preview uchun tasvirsiz savolning alohida misolini keltiradi: model oddiy matnli ko‘rsatma bo‘yicha tushunchani izohlaydi.\n\nBu rejimdan tushuntirish, berilgan maʼlumotlar bo‘yicha javob va matnga belgilangan tuzilma berish uchun foydalanish mumkin. Masalan, tavsif qoralamasini berib, auditoriyani ko‘rsating va faktlarni saqlagan holda tushunarliroq qayta yozishni so‘rang. Yana bir variant — matnli yo‘riqnomani qo‘shib, uni har bir qadam qisqa izohlangan harakatlar ketma-ketligi shaklida berishni so‘rash.\n\n### So‘rovni qanday ifodalash kerak\n\nVazifa va javob formatini aniq nomlang: qisqa izoh, izchil matn, ro‘yxat yoki jadval. Muayyan material tahlili kerak bo‘lsa, uni xabarga kiriting va o‘zgarishsiz saqlanishi kerak bo‘lgan maʼlumotlarni belgilang. Matnli rejimda vizual sahna haqida savol uchun uning so‘zli tavsifi kerak; model tasvirning o‘zi bilan emas, berilgan tavsif bilan ishlaydi.\n\nAilootʼda Moondream 3 Preview uchun 32 000 tokenli kontekst ko‘rsatilgan. U joriy muhokama xabarlari va materiallarini qamraydi. Preview belgisi uchinchi avlodning dastlabki nashriga mansublikni saqlaydi; bu versiya va 3.1 xususiyatlarini, ayniqsa asl modellarning maxsus imkoniyatlarida, alohida ko‘rib chiqish kerak.","alias_of":null,"aliases":[],"author":"Moondream","canonical_model":"moondream/moondream3-preview","ctx":null,"formats":["chat","gemini","messages","responses"],"id":"moondream/moondream3-preview","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-preview","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-preview","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-preview","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-preview:generateContent","request_model_id":"moondream/moondream3-preview","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]}],"model_aliases":[{"canonical_model_id":"moondream/moondream3-preview","request_model_id":"moondream/moondream3-preview","route_label":"Ultra"}],"name":"Moondream: Moondream 3 Preview","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-preview","short":"Ixcham MoE arxitekturasiga ega Moondream 3 dastlabki versiyasi; Ailootʼda matnli savol va ko‘rsatmalarga javob beradi."}