---
title: inclusionAI/Ling-3.1-flash-base
url: https://recentmodel.com/models/inclusionAI/Ling-3.1-flash-base/
status: just landed
published: 2026-10-25T02:15:27Z
updated: 2026-10-27T23:20:03Z
source: https://huggingface.co/inclusionAI/Ling-3.1-flash-base
---

# inclusionAI/Ling-3.1-flash-base

Ling-3.1-flash-base is the base checkpoint of Ling-3.1-flash, released to support research and community-driven innovation. Mixture-of-experts, 572B total, 25B active (512 experts, 8 per token). Context: 256K tokens (config). License: mit.


- **Org:** inclusionAI
- **Released:** 2026-10-25
- **Status:** just landed
- **License:** mit (permissive)
- **Parameters:** 572.1B total, 25.0B active
- **Architecture:** MoE · 512 experts, 8/token · BailingMoeV3ForCausalLM
- **Context:** 262,144 tokens
- **Task:** text-generation · text
- **Signal:** 13 HF likes · 0 downloads

## Runs on

mixed: real files + estimate; sizing calculation, not tested.

- Q4 ~345.0 GB (estimated): Mac 512GB
- Q8 ~609.6 GB (estimated): no listed device
- FP16 ~1146.0 GB: no listed device

## Links

- [Hugging Face](https://huggingface.co/inclusionAI/Ling-3.1-flash-base)