IN

Inclusionai

Model organization

InclusionAI is represented in this catalog through the Ling and Ring families of language models.

Families: 7
Models: 18
Providers: 1
Latest release: 2026-11-11

Model families


Ling	8	2026-07-23	Active
Zooming without Zooming	3	-	Active
Ming	2	-	Active
ZoomGain	2	2026-11-11	Active
Realtime-Venus	1	-	Active
Ring	1	2026-05-08	Active
Sing VL	1	-	Active

Models

18 of 18 model versions

	Family			Max output	Input type	Output type	Reasoning	Tool call	Structured	Temperature	Weights
ZoomGain-4B	ZoomGain	-	262K	-			-No	-No	-No	-No	Open	-	-	-	-	2026-11-11
ZoomGain-9B	ZoomGain	-	262K	-			-No	-No	-No	-No	Open	-	-	-	-	2026-11-11
Ling-3.0-flash (free)	Ling	1	262K	33K			Yes	Yes	-No	Yes	Open	-	-	-	-	2026-07-23
Ring-2.6-1T	Ring	-	262K	66K			Yes	Yes	-No	Yes	Open	-	-	-	-	2026-05-08
Ling-2.6-1T	Ling	-	262K	33K			-No	Yes	Yes	Yes	Open	-	-	-	-	2026-04-23
Ling-2.6-flash	Ling	-	262K	33K			-No	Yes	Yes	Yes	Open	-	-	-	-	2026-04-21
Ling-3.1-flash	Ling	-	-	-			Yes	Yes	-No	-No	Open	-	-	-	-	-
Ling3-Tiny-UBTree-B16	Ling	-	-	-			-No	-No	-No	-No	Open	-	-	-	-	-
Realtime-Venus	Realtime-Venus	-	41K	-			-No	-No	-No	-No	Open	-	-	-	-	-
Ling3-Flash-UBTree-B16	Ling	-	-	-			-No	-No	-No	-No	Open	-	-	-	-	-
Ling-3.1-flash-1019	Ling	-	1M	-			-No	-No	-No	-No	Open	-	-	-	-	-
Ming-3.0-audio-tiny	Ming	-	-	-			Yes	-No	-No	-No	Open	-	-	-	-	-
Ming-3.0-audio-flash	Ming	-	-	-			Yes	-No	-No	-No	Open	-	-	-	-	-
ZwZ2-4B	Zooming without Zooming	-	-	-			Yes	-No	-No	-No	Open	-	-	-	-	-
ZwZ2-9B	Zooming without Zooming	-	-	-			Yes	-No	-No	-No	Open	-	-	-	-	-
ZwZ2-27B	Zooming without Zooming	-	-	-			Yes	-No	-No	-No	Open	-	-	-	-	-
Ling-3.0-flash-Sante	Ling	-	-	-			Yes	Yes	-No	-No	Open	-	-	-	-	-
Sing VL S1 4B	Sing VL	-	66K	-			-No	-No	-No	-No	Open	-	-	-	-	-

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