---
title: inclusionAI/Ling-3.1-flash-1019
url: https://recentmodel.com/models/inclusionAI/Ling-3.1-flash-1019/
status: just landed
published: 2026-10-27T05:46:51Z
updated: 2026-10-27T11:24:46Z
source: https://huggingface.co/inclusionAI/Ling-3.1-flash-1019
---

# inclusionAI/Ling-3.1-flash-1019

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:** 2026-10-27
- **Status:** just landed
- **License:** mit (permissive)
- **Parameters:** 572.1B
- **Architecture:** MoE · 512 experts, 8/token · BailingMoeV3ForCausalLM
- **Context:** 262,144 tokens
- **Task:** text-generation · text
- **Signal:** 3 HF likes · 0 downloads · 46 X likes · 2 X post(s)

## Runs on

estimate from params; sizing calculation, not tested.

- Q4 ~345.0 GB (estimated): Mac 512GB
- Q8 ~609.6 GB (estimated): no listed device
- FP16 ~1145.9 GB (estimated): no listed device

## Links

- [Hugging Face](https://huggingface.co/inclusionAI/Ling-3.1-flash-1019)