README.md

metadata

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
  - mixture-of-experts
  - personality-council
  - escalation-reserve
  - h100
  - governed-memory
  - recurrent-state
  - cognitive-routing
  - tensorboard
  - safetensors
  - region:us

IDA MoE Council

KissTheHabit/IDA_MoE is the H100-targeted escalation-reserve artifact repository for the IDA family.

It uses the native IDA Lattice causal language model architecture with a shared trunk and an eleven-member personality council.

This is not a generic sparse MoE trained to collapse all experts into interchangeable compute paths. The council is designed to preserve differentiated internal claimants while routing a bounded subset into active participation.

Architecture

• Model family: ida_lattice
• Model class: IDALatticeForCausalLM
• Task: causal language modeling and text generation
• Deployment role: high-pressure escalation and contradiction review
• Approximate model scale: ~2.7B parameters per student body
• Shared tokenizer: KissTheHabit/ida_lattice_bpe_32k

Shared Trunk

Attribute	Value
Vocabulary size	32,000
Hidden size	4,096
Layers	8
Attention heads	8
Intermediate size	16,384
Context length	2,048
Recurrent state size	1,024
Local attention window	256
Workspace	8 × 512
Student state size	512
Future prediction horizon	2
Thalamic route count	6
Action gate size	6

Personality Council

• Cognitive pressure routes: 9
• Named personality experts: 11
• Personality residual expert width: 4,096
• Active experts during standard training: top_k = 2
• Serious runtime escalation target: top_k = 3
• High-contradiction review target: top_k = 4
• Explicit full review: all 11

The cognitive routes are pressure signals, not personalities:

• PERCEPTION
• MEMORY
• SALIENCE
• CAUSAL_INSPECTION
• PLANNING
• INHIBITION
• CREATION
• ERROR_CORRECTION
• EXPRESSION

The personality experts are the enduring IDA family seats:

• IDA
• JUDGE
• SENTINEL
• PRISM
• ECHO
• ATLAS
• VECTOR
• FORGE
• SHADE
• PULSE
• ORBIT

Repository Layout

Artifacts are stored by student and developmental version:

students/{STUDENT}/{version}