# Ling 3.1 Flash 1019: 가중치 공개

Ling 3.1 Flash 1019: 가중치 공개. 최초 관측 2026-10-22. 근거 링크 6개.

- 유형: 발견
- 개발사: inclusionAI
- 확인 수준: 관측됨
- 최초 관측: 2026-10-22T11:54:16.669Z
- 모델: [Ling 3.1 Flash 1019](https://alexgetman.com/ko/models/inclusionai/ling-3-1-flash-1019/)
- 대표 URL: https://alexgetman.com/ko/signals/2026/10/22/ling-3-1-flash-1019/

## 근거 링크

- [Artificial Analysis · benchmarks](https://artificialanalysis.ai/models)
- [Vercel AI Gateway](https://vercel.com/ai-gateway)
- [models.dev · catalogue](https://models.dev/#ling-3.1-flash-1019)
- [models.dev · catalogue](https://models.dev/#ling-3.1-flash-1019-free)
- [Command Code · models](https://commandcode.ai/docs/reference/cli/models)
- [Primary source (reviewed)](https://huggingface.co/inclusionAI/Ling-3.1-flash-1019)