tinycompany/MergedBoi-v0.3

model3

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

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using tinycompany/Tamed-Sigma-hi as a base.

Models Merged

The following models were included in the merge:

• tinycompany/Tamed-Sigma
• tinycompany/SigmaBoi-Instruct-nomic

Configuration

The following YAML configuration was used to produce this model:

base_model: tinycompany/Tamed-Sigma-hi
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 6]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 1.0
      weight: 0.6
  - layer_range: [0, 6]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.6
      weight: 0.5
  - layer_range: [0, 6]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 1.0
      weight: 0.5
- sources:
  - layer_range: [6, 12]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.8
      weight: 0.1
  - layer_range: [6, 12]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 1.0
      weight: 0.2
  - layer_range: [6, 12]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 1.0
      weight: 0.7
- sources:
  - layer_range: [12, 18]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.7
      weight: 0.1
  - layer_range: [12, 18]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.7
      weight: 0.2
  - layer_range: [12, 18]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 0.7
      weight: 0.6
- sources:
  - layer_range: [18, 24]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.9
      weight: 0.2
  - layer_range: [18, 24]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.6
      weight: 0.6
  - layer_range: [18, 24]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 0.7
      weight: 0.3
- sources:
  - layer_range: [24, 30]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 1.0
      weight: 0.2
  - layer_range: [24, 30]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 1.0
      weight: 0.2
  - layer_range: [24, 30]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 0.9
      weight: 0.4
- sources:
  - layer_range: [30, 36]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.7
      weight: 0.2
  - layer_range: [30, 36]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.9
      weight: 0.3
  - layer_range: [30, 36]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 1.0
      weight: 0.4