bazwyn/Stage4-12B

merge

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

Merge Details

Merge Method

This model was merged using the della_linear merge method using TheDrummer/Rocinante-12B-v1.1 as a base.

Models Merged

The following models were included in the merge:

• anthracite-org/magnum-v4-12b
• nbeerbower/Lyra4-Gutenberg-12B
• nothingiisreal/MN-12B-Starcannon-v3
• MarinaraSpaghetti/NemoMix-Unleashed-12B

Configuration

The following YAML configuration was used to produce this model:

base_model: TheDrummer/Rocinante-12B-v1.1
dtype: bfloat16
merge_method: della_linear
parameters:
  epsilon: 0.05
  int8_mask: 1.0
  lambda: 0.7
slices:
- sources:
  - layer_range: [0, 40]
    model: anthracite-org/magnum-v4-12b
    parameters:
      density: 0.3
      weight: 0.15
  - layer_range: [0, 40]
    model: nbeerbower/Lyra4-Gutenberg-12B
    parameters:
      density: 0.8
      weight: 0.3
  - layer_range: [0, 40]
    model: MarinaraSpaghetti/NemoMix-Unleashed-12B
    parameters:
      density: 0.3
      weight: 0.1
  - layer_range: [0, 40]
    model: nothingiisreal/MN-12B-Starcannon-v3
    parameters:
      density: 0.5
      weight: 0.1
  - layer_range: [0, 40]
    model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      density: 0.5
      weight: 0.35