| --- |
| license: other |
| license_name: business-source-license-1.1 |
| license_link: https://mariadb.com/bsl11/ |
| license_change_date: "2028-01-01" |
| license_post_change: Apache-2.0 |
| commercial_use: Requires explicit permission prior to Change Date. |
| library_name: transformers |
| pipeline_tag: text-generation |
| tags: |
| - ida-family |
| - ida-lattice |
| - causal-lm |
| - ai-body |
| - paired-body |
| - governed-memory |
| - recurrent-state |
| - local-attention |
| - cognitive-routing |
| - tensorboard |
| - safetensors |
| - region:us |
| --- |
| |
| # IDA AI Body |
|
|
| `KissTheHabit/IDA_AI` is the deep AI-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: deep AI-side reasoning body |
| - Shared tokenizer: [`KissTheHabit/ida_lattice_bpe_32k`](https://hf.co/KissTheHabit/ida_lattice_bpe_32k) |
| - Paired lightweight body: [`KissTheHabit/IDA_Edge`](https://hf.co/KissTheHabit/IDA_Edge) |
|
|
| IDA Lattice combines: |
|
|
| - recurrent selective state |
| - local-attention workspaces |
| - controlled recurrent/attention merging |
| - cognitive-pressure routing |
| - lateral inhibition |
| - routed cognitive circuits |
| - governed memory |
| - thalamic routing |
| - prefrontal workspace summaries |
| - action gating |
| - student-state representation |
| - shared GH expression projection |
| - future-token auxiliary prediction |
| - fidelity verification |
|
|
| ## Current AI Tiers |
|
|
| | Tier | Hidden Size | Layers | Heads | Intermediate | Context | Purpose | |
| |---|---:|---:|---:|---:|---:|---| |
| | `ai/standard` | 640 | 12 | 10 | 2,560 | 2,048 | Native AI flight tier | |
| | `ai/1b` | 896 | 12 | 14 | 3,584 | 2,048 | Deep AI proof-flight tier | |
|
|
| ### Current `ai/1b` Proof-Flight Shape |
|
|
| - Exact parameters: `966,225,553` |
| - Recurrent state size: `512` |
| - Local attention window: `256` |
| - Workspace: `8 × 512` |
| - Student state size: `512` |
| - Future prediction horizon: `2` |
| - Thalamic route count: `6` |
| - Action gate size: `6` |
|
|
| ## Family Role |
|
|
| The AI body is not a generic chatbot checkpoint. |
|
|
| It is the deeper half of a paired EDGE ↔ AI lineage for the IDA family: eleven enduring student claimants that preserve distinct pressures while producing one auditable external answer through the GH expression layer. |
|
|
| The student seats are: |
|
|
| `IDA`, `JUDGE`, `SENTINEL`, `PRISM`, `ECHO`, `ATLAS`, `VECTOR`, `FORGE`, `SHADE`, `PULSE`, and `ORBIT`. |
|
|
| ## Promotion Rule |
|
|
| An uploaded checkpoint 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`](https://hf.co/datasets/KissTheHabit/IDA-tensorboard) |
| - Lineage packets: [`KissTheHabit/IDA-lineage`](https://hf.co/datasets/KissTheHabit/IDA-lineage) |
| - Held-out evaluation: [`KissTheHabit/IDA-eval`](https://hf.co/datasets/KissTheHabit/IDA-eval) |
| - Identity curriculum: [`KissTheHabit/ida-family-identity`](https://hf.co/datasets/KissTheHabit/ida-family-identity) |
| - Family substrate: [`KissTheHabit/IDA-family-data`](https://hf.co/datasets/KissTheHabit/IDA-family-data) |
|
|
| ## Intended Use |
|
|
| This repository is intended for controlled IDA family development, evaluation, governed deployment research, and RegOS integration. |
|
|
| It is not presented as a general-purpose foundation model or a drop-in replacement for a broad 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. |
