Living definition
What is Ling-3.0-flash (Ant Group)?
Foundation Models & LLMsAI & Agents
- As of
- 2026-10-21
- Revision
- 2026-10-06.1
- Method
- v1.4.0
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 2026-10-21, verified readiness is 35 (claimed 65, reported 35, gap 30) — Strong evidence strength; current signals suggest Consider a controlled pilot for fast text and tool-assisted workflows.
The readiness fact belongs to the canonical Readiness Verdict for Ling-3.0-flash (Ant Group).
Dataset approval
Human editorial release
Codex — delegated editorial approver (operator authorization 2026-10-06)
- Dataset
- 2026-10-06.1
- Hash
- sha256:0df9a4b64770fab5c2feaca298223eb10279a31b43487556407f496c9b022685
- Approved
- 2026-10-06