Ling 3.0 Flash VL

inclusionai/ling-3.0-flash-vl

by inclusionAI

Socio

Input price: $0.075/ M tokens
Output price: $0.22/ M tokens
Context window: 256Ktokens
Max output: 32Ktokens

Ling-3.0-flash-VL builds on Ling-3.0-flash, further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities.

Características

API serverless

Documentación

inclusionai/ling-3.0-flash-vl is available via Novita's serverless API, where you pay per token. There are several ways to call the API, including OpenAI-compatible endpoints with exceptional reasoning performance.

Serverless disponible

Ejecuta consultas de inmediato, paga solo por el uso

Entrada$0.075 / M Tokens

Lectura de caché$0.015 / M Tokens

Salida$0.22 / M Tokens

Obtén tu clave de API
Regístrate y crea una clave para ejecutar el código de abajo. La API es compatible con OpenAI.
Iniciar sesión Obtén tu clave de API

Make your first request

The API is OpenAI-compatible: point any OpenAI SDK at the base URL and pass this model ID.

Base URL: https://api.novita.ai/openaihttps://api.novita.ai/anthropic
Model ID: inclusionai/ling-3.0-flash-vl
API Endpoint: chat/completions

1from openai import OpenAI
2
3client = OpenAI(
4    api_key="<Your API Key>",
5    base_url="https://api.novita.ai/openai"
6)
7
8response = client.chat.completions.create(
9    model="inclusionai/ling-3.0-flash-vl",
10    messages=[
11        {"role": "system", "content": "You are a helpful assistant."},
12        {"role": "user", "content": "Hello, how are you?"}
13    ],
14    max_tokens=32768,
15    temperature=0.7
16)
17
18print(response.choices[0].message.content)