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IDA EDGE Body

KissTheHabit/IDA_Edge is the lightweight EDGE-side artifact repository for the IDA family.

The active architecture is IDA Lattice, a custom causal language model architecture. Legacy Hub metadata may still identify older uploaded artifacts as GPT-NeoX. That metadata is not authoritative for current native Lattice training runs.

Architecture

Model family: ida_lattice
Model class: IDALatticeForCausalLM
Task: causal language modeling and text generation
Deployment role: lightweight edge-side body
Shared tokenizer: KissTheHabit/ida_lattice_bpe_32k
Paired deep body: KissTheHabit/IDA_AI

The EDGE body preserves the same Lattice physiology as the AI body at a smaller deployment envelope:

recurrent selective state
local-attention workspace
controlled merging
cognitive-pressure routing
lateral inhibition
routed cognitive circuits
governed memory
thalamic routing
prefrontal workspace summaries
action gating
student-state output
shared GH expression projection
future-token auxiliary prediction
fidelity verification

Current EDGE Tiers

Tier	Hidden Size	Layers	Heads	Intermediate	Context	Purpose
`edge/swift`	256	6	4	768	1,024	Lightweight comparison and deployment tier
`edge/full`	384	6	6	1,024	Recommended production EDGE tier

Current `edge/swift` Proof Shape

Approximate parameters: ~54M
Recurrent state size: 192
Local attention window: 128
Workspace: 6 × 192
Student state size: 192
Future prediction horizon: 1
Thalamic route count: 4
Action gate size: 6

Paired-Body Lineage

EDGE is not a reduced generic assistant.

It is the lightweight half of a paired EDGE ↔ AI lineage. EDGE preserves the family’s identity, routing, and governed-control surfaces under a smaller local deployment budget. AI carries the deeper body for cases that justify the additional compute.

Promotion Rule

An uploaded EDGE artifact is not automatically canonical.

Promotion requires:

paired EDGE and AI evidence
identity agreement across both bodies
held-out evaluation
lineage packet completion
terminal promotion approval

Evidence Surfaces

TensorBoard archive: KissTheHabit/IDA-tensorboard
Lineage packets: KissTheHabit/IDA-lineage
Held-out evaluation: KissTheHabit/IDA-eval
Identity curriculum: KissTheHabit/ida-family-identity
Family substrate: KissTheHabit/IDA-family-data

Intended Use

This repository is intended for controlled edge deployment, local inference research, paired-body identity validation, and governed RegOS integration.

It is not presented as a general-purpose internet-scale assistant.

License

Business Source License 1.1, with Change Date 2028-01-01.

Apache-2.0 applies after the Change Date. Commercial use before the Change Date requires explicit permission.

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Safetensors

Model size

52.8M params

Tensor type

F32