---
title: inclusionAI/Ling-3.1-flash
url: https://recentmodel.com/models/inclusionAI/Ling-3.1-flash/
status: main board
published: 2026-10-13T11:16:41Z
updated: 2026-10-13T11:16:41Z
source: https://huggingface.co/inclusionAI/Ling-3.1-flash
---

# inclusionAI/Ling-3.1-flash

Text generation model from inclusionAI (HF pipeline tag; the card has no one-line description). Mixture-of-experts, 572B total (512 experts, 8 per token). Context: 256K tokens (config). License: mit.


- **Org:** inclusionAI
- **Released:** 2026-10-13
- **Status:** main board
- **License:** mit (permissive)
- **Parameters:** 572.1B
- **Architecture:** MoE · 512 experts, 8/token · BailingMoeV3ForCausalLM
- **Context:** 262,144 tokens
- **Task:** text-generation · text
- **Signal:** 150 HF likes · 4222 downloads · 48 X likes · 3 X post(s)

## Runs on

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

- Q4 ~359.7 GB: Mac 512GB
- Q8 ~610.1 GB: no listed device
- FP16 ~1145.9 GB (estimated): no listed device

## Links

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