moondream3.1 9b a2b
unofficialvision
moondream3.1 9b a2b specifications
| Context window | — |
|---|---|
| Max output tokens | 28672 |
| Release date | — |
| Input | Text, Image |
| Output | Text |
moondream3.1 9b a2b pricing in rubles
You pay for what you use, per token and per unit. The final request cost is returned in the API response.
| Type | Price |
|---|---|
| Input tokens | 60 ₽ per 1M tokens |
| Output tokens | 200 ₽ per 1M tokens |
Prices are in rubles and may change with exchange rates.
What moondream3.1 9b a2b can do
- Image understanding
- Reasoning mode
moondream3.1 9b a2b API: connection and code examples
The service exposes a single OpenAI-compatible API. Set our base_url and the key from your dashboard.
cURL
curl https://api.neuralbridge.ru/v1/vision \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model": "moondream/moondream3.1-9b-a2b-08130", "image": "data:image/png;base64,...", "prompt": "Что на картинке?"}'API endpoints
POST /v1/visionprimary | Vision Rasmni tanib olish: tavsif, rasm haqida savollarga javoblar, obyektlar va koordinatalarni qidirish. |
Supported request parameters
| Parameter | Default | Allowed values | Description |
|---|---|---|---|
temperature | 1 | — | Javobning xilma-xilligiga ta'sir qiladi: qiymat qanchalik yuqori bo'lsa, chiqish shunchalik tasodifiy, past bo'lsa, shunchalik oldindan aytib bo'ladigan. |
top_p | 1 | — | Eng ehtimoliy tokenlarning ulush tanlovini cheklaydi: faqat ehtimolliklari yig'indisi P ga teng bo'lgan tokenlar hisobga olinadi. |
max_tokens | — | — | Model javobda yaratishi mumkin bo‘lgan tokenlar sonining yuqori chegarasi. |
presence_penalty | 0 | — | Agar token matnda allaqachon uchragan bo‘lsa, uning ehtimoli kamayadi — model yangi mavzularga osonroq o‘tadi. |
frequency_penalty | 0 | — | Token ehtimolini u qanchalik tez-tez uchraganiga proporsional ravishda kamaytiradi — takrorlanishlarga qarshi kurashadi. |
stop | — | — | Cheklovchi satrlar ro‘yxati: model har qanday birini chiqarishi bilan generatsiya to‘xtatiladi. |
seed | — | — | Tasodifiylikni qat'iy belgilaydi: bir xil seed va bir xil parametrlar bilan takroriy so‘rov bir xil natija beradi. |
response_format | — | — | Javob formati: oddiy matn yoki berilgan sxema bo‘yicha qat'iy JSON. |
stream | false | — | Javobni generatsiya jarayonida oqim sifatida berish, oxirida bitta bo‘lak sifatida emas. |