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DeepNarra

DeepNarra

Continuous latent reasoning, speculative inference acceleration, long-horizon memory dynamics, and adaptive policy alignment.

Models in Library1
Datasets in Library0
Models on Hugging Face8
Followers1

Compare the published evidence

This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Text generation.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Model · Text generation

Hiraya-1-Base

DeepNarra

DeepNarra AI Ecosystem — Sovereign Frontier Architecture Apex Tri-Hybrid Base Foundation Model DeepNarra Hiraya-1-Base is an official release in the sovereign DeepNarra ecosystem. 1. Two-Tier Hierarchical MoE (H-MoE): 92 Fine-Grained Sub-Experts per layer with active Shared Foundation Expert active on every token for baseline coherence. 2. Coconut Continuous Latent Deliberation: Continuous thought phase space ($\mathbb{R}^{768}$) enabling internal chain-of-thought progression prior to verbal token emissions. 3. Symplectic Störmer-Verlet Physics: Hamiltonian energy-conserving dynamics for stable long-horizon reasoning trajectories. 4. Hardware-Efficient Recurrence: Chunk-wise Gated Linear…

Open weights apache-2.0 118M parameters transformers