base_model: bamec66557/VICIOUS_MESH-12B-OMEGA
dtype: bfloat16
merge_method: slerp
tokenizer_source: base

# Slices Configuration (Layer-Specific Merging)
slices:
  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [0, 5]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [0, 5]
    parameters:
      t:
        - name: self_attn
          value: [0.85, 0.88, 0.91, 0.94, 0.97]
        - name: mlp
          value: [0.9, 0.92, 0.95, 0.98, 1.0]
        - name: layer_norm
          value: [0.75, 0.78, 0.81, 0.84, 0.87]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [5, 10]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [5, 10]
    parameters:
      t:
        - name: self_attn
          value: [0.8, 0.83, 0.86, 0.89, 0.92]
        - name: mlp
          value: [0.88, 0.91, 0.94, 0.97, 1.0]
        - name: layer_norm
          value: [0.7, 0.73, 0.76, 0.79, 0.82]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [10, 15]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [10, 15]
    parameters:
      t:
        - name: self_attn
          value: [0.75, 0.78, 0.81, 0.84, 0.87]
        - name: mlp
          value: [0.85, 0.88, 0.91, 0.94, 0.97]
        - name: layer_norm
          value: [0.65, 0.68, 0.71, 0.74, 0.77]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [15, 20]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [15, 20]
    parameters:
      t:
        - name: self_attn
          value: [0.72, 0.75, 0.78, 0.81, 0.84]
        - name: mlp
          value: [0.8, 0.83, 0.86, 0.89, 0.92]
        - name: layer_norm
          value: [0.6, 0.63, 0.66, 0.69, 0.72]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [20, 25]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [20, 25]
    parameters:
      t:
        - name: self_attn
          value: [0.7, 0.73, 0.76, 0.79, 0.82]
        - name: mlp
          value: [0.75, 0.78, 0.81, 0.84, 0.87]
        - name: layer_norm
          value: [0.55, 0.58, 0.61, 0.64, 0.67]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [25, 30]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [25, 30]
    parameters:
      t:
        - name: self_attn
          value: [0.68, 0.71, 0.74, 0.77, 0.8]
        - name: mlp
          value: [0.7, 0.73, 0.76, 0.79, 0.82]
        - name: layer_norm
          value: [0.5, 0.53, 0.56, 0.59, 0.62]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [30, 35]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [30, 35]
    parameters:
      t:
        - name: self_attn
          value: [0.65, 0.68, 0.71, 0.74, 0.77]
        - name: mlp
          value: [0.68, 0.71, 0.74, 0.77, 0.8]
        - name: layer_norm
          value: [0.45, 0.48, 0.51, 0.54, 0.57]
        - name: embed_tokens
          value: [1.0]

  - sources:
      - model: bamec66557/VICIOUS_MESH-12B-OMEGA
        layer_range: [35, 40]
      - model: bamec66557/VICIOUS_MESH-12B-BETA
        layer_range: [35, 40]
    parameters:
      t:
        - name: self_attn
          value: [0.6, 0.63, 0.66, 0.69, 0.72]
        - name: mlp
          value: [0.65, 0.68, 0.71, 0.74, 0.77]
        - name: layer_norm
          value: [0.4, 0.43, 0.46, 0.49, 0.52]
        - name: embed_tokens
          value: [1.0]

# Regularization
regularization:
  - method: weight_clipping
    clip_range: [-0.1, 0.1]
  - method: random_noise
    scale: 0.003
  - method: attention_dropout
    scale: 0.05
  - method: gradient_clipping
    clip_norm: 1.0

# Postprocessing
postprocessing:
  - operation: non_linear_scaling
    parameters:
      function: tanh
  - operation: sharpening
    intensity: 0.4
  - operation: gaussian_smoothing
    sigma: 1.0
  - operation: normalize
  - operation: dynamic_scaling
    scale_range: [0.85, 1.15]
  - operation: smoothing
    parameters:
      adaptive: true
      range: [0.9, 1.1]
      kernel_size: 3