Living definition
What is Ling-3.0-flash (Ant Group)?
Foundation Models & LLMs AI & Agents
- As of
- 2026-07-30
- Revision
- 2026-07-30.1
- Method
- v1.3.0
Definition
The term, in context
AI-assisted draft · approved dataset
Ling-3.0-flash is a large language model from Ant Group in the Ling family, tuned for low-latency inference at reduced cost per token relative to the larger models in the same series. Models in this tier trade some capability for throughput to make high-volume application workloads economic.
Live readiness status
Status as of the current dateline
AI-assisted assembly · derived results
As of 2026-07-30, verified readiness is 73 (claimed 85, reported 81, gap 12) — Critical evidence strength; current signals suggest Track; not yet.
The readiness fact belongs to the canonical Readiness Verdict for Ling-3.0-flash (Ant Group).
Dataset approval
Human editorial release
pragma.vision editorial — operator dev@soft.house approved 2026-07-30 (pv_fix-32 top-up; a changed dataset hash voids every prior approval, PV-TREQ-106)
- Dataset
- 2026-07-30.1
- Hash
- sha256:16656273570214ec4e4053ca200b0935d557791ff62c186ad88e876b9446455a
- Approved
- 2026-07-30