Macaron V1 Venti

mindai/macaron-v1-venti

Macaron-V1-Venti is a 748B-parameter flagship model in the Macaron-V1 family, built for personal intelligence, tool use, coding workflows, and code-native Generative UI. The model uses a Mixture of LoRA (MoL) architecture on top of GLM-5.2, consisting of a 744B-parameter base model and four 1B-parameter LoRA specialists. The specialists cover chat, personal-agent tasks, coding, and GenUI, with an L0 router selecting the most suitable specialist for each new user request.

功能

Serverless API

文档

mindai/macaron-v1-venti 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.

可用的 Serverless

立即运行查询，仅按用量付费

输入$0 / M Tokens

输出$0 / M Tokens

使用以下代码示例与我们的 API 集成：

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="mindai/macaron-v1-venti",
10    messages=[
11        {"role": "system", "content": "You are a helpful assistant."},
12        {"role": "user", "content": "Hello, how are you?"}
13    ],
14    max_tokens=131072,
15    temperature=0.7
16)
17
18print(response.choices[0].message.content)

信息

提供商

Mind Lab

量化

支持的功能

上下文长度

1048576

最大输出

131072

Serverless

支持

Function Calling

支持

Reasoning

支持

Anthropic API

支持

输入能力

text

输出能力

text

构建生产级 AI 所需的一切。

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