Edens-Gate/Chunky-Merge-V2

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 intervitens/mini-magnum-12b-v1.1 as a base.

Models Merged

The following models were included in the merge:

• Gryphe/Pantheon-RP-1.6.1-12b-Nemo
• anthracite-org/magnum-v2.5-12b-kto
• anthracite-org/magnum-v4-12b
• grimjim/mistralai-Mistral-Nemo-Instruct-2407
• TheDrummer/Rocinante-12B-v1.1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.15
      density: 0.5
  - model: Gryphe/Pantheon-RP-1.6.1-12b-Nemo
    parameters:
      weight: 0.18
      density: 0.6
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.22
      density: 0.7
  - model: anthracite-org/magnum-v4-12b
    parameters:
      weight: 0.25
      density: 0.8
  - model: anthracite-org/magnum-v2.5-12b-kto
    parameters:
      weight: 0.20
      density: 0.75
merge_method: della_linear
base_model: intervitens/mini-magnum-12b-v1.1
parameters:
  epsilon: 0.01
  lambda: 0.8
dtype: bfloat16
tokenizer_source: base