Ling 3.0 Flash

inclusionai/ling-3.0-flash

by inclusionAI

Input price: $0.06/ M tokens
Output price: $0.18/ M tokens
Context window: 256Ktokens
Max output: 32Ktokens

Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token. The model is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers to complete more useful work within constrained token, latency, and serving-cost budgets.

Recursos

API serverless

Documentação

inclusionai/ling-3.0-flash 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 disponível

Execute consultas imediatamente, pague apenas pelo uso

Entrada$0.06 / M Tokens

Leitura de cache$0.012 / M Tokens

Saída$0.18 / M Tokens

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Cadastre-se e crie uma chave para executar o código abaixo. A API é compatível com OpenAI.
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The API is OpenAI-compatible: point any OpenAI SDK at the base URL and pass this model ID.

Base URL: https://api.novita.ai/openai
Model ID: inclusionai/ling-3.0-flash
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",
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)