mergekit-community/MN-Hekate-Limenoskopos-17B

merge

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

Merge Details

Merge Method

This model was merged using the Model Stock merge method using mergekit-community/MN-Hekate-Damnomeneia-17B as a base.

Models Merged

The following models were included in the merge:

• mistralai/Mistral-Nemo-Base-2407
• mistralai/Mistral-Nemo-Instruct-2407
• nbeerbower/mistral-nemo-bophades-12B
• mergekit-community/MN-Hekate-Episkopos-17B

Configuration

The following YAML configuration was used to produce this model:

dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: mergekit-community/MN-Hekate-Damnomeneia-17B
slices:
  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [0, 12]

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [12, 20]
      parameters:
        weight: 2
    - model: mergekit-community/MN-Hekate-Episkopos-17B
      layer_range: [12, 20]
      parameters:
        weight: 4
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [12, 20]
      parameters:
        weight: [3, 2]
    - model: nbeerbower/mistral-nemo-bophades-12B
      layer_range: [12, 20]
      parameters:
        weight: 2

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [20, 36]
      parameters:
        weight: 3
    - model: mergekit-community/MN-Hekate-Episkopos-17B
      layer_range: [20, 36]
      parameters:
        weight: 3
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [16, 32]
      parameters:
        weight: [3, 2]
    - model: mistralai/Mistral-Nemo-Instruct-2407
      layer_range: [16, 32]
      parameters:
        weight: [2, 1]
    - model: nbeerbower/mistral-nemo-bophades-12B
      layer_range: [16, 32]
      parameters:
        weight: 2

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [36, 44]
      parameters:
        weight: 3
    - model: mergekit-community/MN-Hekate-Episkopos-17B
      layer_range: [36, 44]
      parameters:
        weight: 3
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [20, 28]
      parameters:
        weight: 2
    - model: mistralai/Mistral-Nemo-Instruct-2407
      layer_range: [20, 28]
      parameters:
        weight: 1
    - model: nbeerbower/mistral-nemo-bophades-12B
      layer_range: [20, 28]
      parameters:
        weight: 2

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [44, 56]

tokenizer:
  source: union
  tokens:
    "<|im_start|>":
      source: mergekit-community/MN-Hekate-Damnomeneia-17B
      force: true
    "<|im_end|>":
      source: mergekit-community/MN-Hekate-Damnomeneia-17B
      force: true