inclusionAI/Ling-3.1-flash-1019
just landedmodel
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; need = weights + FP16 KV cache for 8K tokens + 1GB. A sizing calculation, not tested.
- Q4 ~345.0 GB (estimated size): Mac 512GB
- Q8 ~609.6 GB (estimated size): no listed device
- FP16 ~1145.9 GB (estimated size): no listed device
Links
First published here 2026-10-27 · updated 2026-10-27 · markdown · JSON