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Language model

Ornith 1.0 31B

DeepReinforce

Released
June 25, 2026
Data date
September 26, 2026
Input
Text, Image
Output
Text

Ornith 1.0 31B is recorded on the official family card as a 31B-dense variant. The documented distinction of the line is a reinforcement-learning method that optimizes both solution rollouts and the agent scaffolds used to produce them. No 31B-specific card provides its own context, modality, or tool-calling details.

Specifications and access

SpecificationValue and source
Weights
Open weightsSource
Parameters
31 billionSource
Context window
262,144 tokensSource
License
Inputs
Text, ImageSource
Outputs
TextSource
Reasoning
Tool calling