AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS-v3

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

Merge Details

Merge Method

This model was merged using the linear DELLA merge method using TheDrummer/UnslopNemo-12B-v4 as a base.

Models Merged

The following models were included in the merge:

• DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
• ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
• inflatebot/MN-12B-Mag-Mell-R1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
    parameters:
      weight:
        - filter: self_attn
          value: 0.35
        - filter: mlp
          value: 0.2
        - value: 0.25
      density: 0.65
  - model: TheDrummer/UnslopNemo-12B-v4
    parameters:
      weight:
        - filter: self_attn
          value: 0.3
        - filter: mlp
          value: 0.15
        - value: 0.2
      density: 0.6
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight:
        - filter: self_attn
          value: 0.2
        - filter: mlp
          value: 0.35
        - value: 0.3
      density: 0.75
  - model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
    parameters:
      weight:
        - filter: mlp
          value: 0.35
        - value: 0.25
      density: 0.7
base_model: TheDrummer/UnslopNemo-12B-v4
merge_method: della_linear
dtype: bfloat16
chat_template: "chatml"
tokenizer_source: union
parameters:
  normalize: true
  int8_mask: true
  epsilon: 0.05
  lambda: 1