🧿 Aura Prototype 26B A4B

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the aura merge method.

Aura is an experimental method with a live heatmap visualizer. This model took 10 hours to merge using graph_v18.py

Models Merged

The following models were included in the merge:

• Gandalf69/Adversary-26B-A4B-v0
• TheDrummer/Orion-26B-A4B-v1.1
• Gryphe/Pantheon-Reasoning-26B-A4B-1.1-V2
• electroglyph/gemma4-26b-fiction-bf16

Configuration

The following YAML configuration was used to produce this model:

architecture: Gemma4ForConditionalGeneration
models:
  - model: B:\26B\electroglyph--gemma4-26b-fiction-bf16
    parameters:
      weight: 1.0
      density: 0.90
      epsilon: 0.09
      pinocchio: false
  - model: B:\26B\Gryphe--Pantheon-Reasoning-26B-A4B-1.1-V2
    parameters:
      weight: 1.0
      density: 0.90
      epsilon: 0.09
      pinocchio: false
  - model: B:\26B\Gandalf69--Adversary-26B-A4B-v0
    parameters:
      weight: 1.0
      density: 0.90
      epsilon: 0.09
      pinocchio: true
  - model: B:\26B\TheDrummer--Orion-26B-A4B-v1.1
    parameters:
      weight: 1.0
      density: 0.90
      epsilon: 0.09
      pinocchio: false
merge_method: aura
parameters:
  eta: 1.2
  tol: 1.0e-9
  max_iter: 32
  kappa: 0.65
  mu: 0.5
  theta: 0.94
  optimization_mode: "pareto"
  phi: 2.0
  alpha: 0.4
  kappa: 0.65
  jl_projs: 4
  halley_strength: 0.20
  halley_period: 76
  scalar_gravity: 0.05
  aura_shift: true
  omega: 0.08
  momentum: 0.25
  patience: 64
  sharp: 0.55
  voice: 0.35
  density: 0.90
  epsilon: 0.09
  rescale: true
  int8_mask: false
  normalize_weights: false
  normalize_router: true
  router_strategy: "della"
  blend_experts: true
  auto_pad: true
  skip_on_mismatch: true
  verbose_logging: true
  resume_path: "B:/mergekit-new/Aura_Cache"
  enable_qliphoth: true
  pinocchio_lambda: 0.65
  inverse_pinocchio: false
  dynamic_pareto_pinocchio: true
  qliphoth_gamma: 0.40
  qliphoth_lambda_enslaved: 0.15
  qliphoth_svd_rank: 4
  qliphoth_preserve_ratio: 0.70
  save_layer_heatmaps: true
  audit_image_dir: "B:/mergekit-new/Aura_Heatmaps"
  gap_jumper: 0.75
  enable_qhe: true
  qhe_levels: 16
  qhe_intensity: 0.15
  qhe_crossover: 0.15
dtype: float32
out_dtype: bfloat16
tokenizer:
  source: union
chat_template: auto
name: 🧿 Aura Prototype 26B-A4B