---
title: inclusionAI/Ling-3.0-flash-Sante
url: https://recentmodel.com/models/inclusionAI/Ling-3.0-flash-Sante/
status: just landed
published: 2026-10-19T17:30:04Z
updated: 2026-10-22T23:27:46Z
source: https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante
---

# inclusionAI/Ling-3.0-flash-Sante

Text generation model from inclusionAI (HF pipeline tag; the card has no one-line description). Mixture-of-experts, 127B total, 5.1B active (512 experts, 8 per token). Context: 256K tokens (config). License: mit.


- **Org:** inclusionAI
- **Released:** 2026-10-19
- **Status:** just landed
- **License:** mit (permissive)
- **Parameters:** 127.5B total, 5.1B active
- **Architecture:** MoE · 512 experts, 8/token · BailingMoeV3ForCausalLM
- **Context:** 262,144 tokens
- **Task:** text-generation · text
- **Signal:** 54 HF likes · 441 downloads

## Runs on

real quant files; sizing calculation, not tested.

- Q4 ~81.8 GB: 96GB GPU (RTX Pro 6000 Blackwell), 1× DGX Spark (128GB), Strix Halo 128GB unified (~96GB usable), Mac 128GB, CPU only, 128GB RAM (slow)
- Q8 ~137.0 GB: 2× DGX Spark (256GB), Mac 192GB, Mac 256GB, CPU only, 256GB RAM (slow)
- FP16 ~256.5 GB: Mac 512GB

## Links

- [Hugging Face](https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante)
- [GGUF: bartowski/Ling-3.0-flash-Sante-GGUF](https://huggingface.co/bartowski/Ling-3.0-flash-Sante-GGUF)