Skip to main content
Back to resources
Models🌏

inclusionAI Ling 3.1 Flash (MoE)

Released on Oct 13, 2026

Modello MoE open-weight di inclusionAI: 560B parametri totali, 25B attivi per token, architettura ibrida (attenzione lineare KDA + Gated MLA), finestra di contesto fino a 1M di token, licenza MIT. Reasoning ibrido con modalità di pensiero on/off. A 4 bit entra in 512GB di memoria unificata.

Features

  • 560B totali / 25B attivi
  • Contesto fino a 1M token
  • MoE ibrida (KDA + Gated MLA)
  • Licenza MIT

Version history

  1. Ling 3.1 FlashLatest

    Rilascio: MoE ibrida 560B/25B attivi, contesto 1M token, licenza MIT, ragionamento ibrido.

Tags

Useful links

Discover inclusionAI Ling 3.1 Flash (MoE)

Visit the official site to download, learn more and start using inclusionAI Ling 3.1 Flash (MoE).

Visit the site

Related resources — Models

Models⚡
DeepSeek V4.1 Flash
Released Sep 10, 2026DeepSeek V4.1 Flash

DeepSeek's MoE model with 552B total parameters and 8-16B active per token. 1M-token context, MIT license: free commercial use. Built for online serving, too large for local use on a single PC.

LLMDeepSeekMoEOpen Source
Models⚡
FLUX.1 [dev]
Released Aug 1, 2024FLUX.2 [klein] 4B/9B

The most advanced open image model: excellent prompt adherence, solid anatomy, full fine-tuning. The standard for serious work.

ImmaginiDiffusionFLUX
Models⚡
FLUX.1 [schnell]
Released Aug 1, 2024FLUX.2 [klein] 4B/9B

Very few steps, high quality, and strong text rendering. The distilled FLUX variant, built for speed.

ImmaginiDiffusionFLUX