Research & models

A public trail for local, governed, and plural intelligence.

The IDA research program explores compact edge bodies, larger interpretive bodies, mixture-of-experts designs, model lineage, memory inheritance, dissent preservation, and cognitive routing.

These releases are research artifacts. Access and licensing remain governed by the settings on each Hugging Face repository.
Current releases

Model and tokenizer repositories.

The company website summarizes the work for visitors, while Hugging Face remains the technical release surface for research artifacts.

Training substrate

IDA Family Data

A gated dataset repository for training, evaluation, benchmark, convergence, memory inheritance, governance, boundary-holding, and dissent preservation.

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Lineage and evaluation

Associated datasets

The broader Hugging Face profile also carries edge, AI, evaluation, lineage, tensorboard, and curriculum repositories that document the research path.

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