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ZwZ-2B

ZwZ-2B by Ant Group (inclusionAI) has no tracked price. It has no overseas route listed on this record. Last checked 2026-11-01.

Ant Group (inclusionAI) · apache-2.0 · 2.4B

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unpriced · Last updated · Pricing source

First-generation Zooming-without-Zooming model for fine-grained visual perception, built on Qwen3-VL-2B-Instruct. HF safetensors count is 2.44B. Card license is Apache-2.0 and follows Qwen3-VL-2B. config.json text_config.max_position_embeddings is 262144; the card does not state a context window. inclusionAI publishes Ant Group open-source projects. release_date is the Hugging Face repo creation date. arXiv 2602.11858 was submitted 2026-02-12. No USD price.

How to use it from outside China

  1. Weights are public. Download them from Hugging Face. https://huggingface.co/inclusionAI/ZwZ-2B
  2. This record does not list an official international API, OpenRouter, or another overseas host.
  3. Confirm the price on the source before you rely on it. Checked 2026-11-01. Pricing source

Usable outside China?

No official international API listed.

Not listed on OpenRouter.

Questions

Can I use ZwZ-2B from outside China?

Unknown — not on the record yet

How much does ZwZ-2B cost per 1M tokens?

Unknown — not on the record yet

Is the ZwZ-2B API OpenAI-compatible?

Unknown — not on the record yet

Are ZwZ-2B weights open, and under which license?

Yes. License: apache-2.0.

Sources

https://huggingface.co/inclusionAI/ZwZ-2B

Weights: https://huggingface.co/inclusionAI/ZwZ-2B

A dash means we don’t know. This page does not fill gaps.

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