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Sapient HRM-Text

1B-parameter hierarchical reasoning foundation model for building structured AI agents

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About

Open-source 1B parameter model with novel prefix-LM architecture optimized for hierarchical reasoning. Pre-aligned but deliberately non-instruction-tuned to serve as a flexible foundation for agent systems requiring structured reasoning capabilities. Significantly smaller than typical reasoning models while maintaining strong performance through architectural innovations focused on multi-step logic and planning.

Details

Typecoding-agent
Deploymentself-hosted
Supported Models

Tags

open-sourceautonomousframeworkpythonself-hosted