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Hierarchical Reasoning Model (HPM)

Parameters
27M
Published
Aug 4, 2025

Hierarchical Reasoning Model (HPM) is an AI model developed by Sapient Intelligence (Singapore), first published in August 2025. It works in the language, vision and multimodal domain, on tasks such as visual puzzles.

Epoch AI has no training-compute estimate for this model. The model has 27,000,000 parameters.

Access: Unreleased. Its weights are not openly released. Epoch AI rates the confidence of this record as confident.

Full record
Organization
Sapient Intelligence
Country of organization
Singapore
Domain
Language, Vision, Multimodal
Task
Visual puzzles
Parameters
27,000,000
Model accessibility
Unreleased
Open weights
No
Epoch confidence
Confident
SourceEpoch AI, 'AI Models'. Published online at epoch.ai. Retrieved 2026-07-29 from https://epoch.ai/data/ai-models. Licensed under CC BY 4.0.
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