arcee-ai/Patent-Base-Orca-2-7B-Slerp

merge

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• microsoft/Orca-2-7b
• arcee-ai/Patent-Base-7b

Configuration

The following YAML configuration was used to produce this model:

  slices:
    - sources:
        - model: arcee-ai/Patent-Base-7b
          layer_range: [0, 32]
        - model: microsoft/Orca-2-7b
          layer_range: [0, 32]
  merge_method: slerp
  base_model: arcee-ai/Patent-Base-7b
  parameters:
    t:
      - filter: self_attn
        value: [0, 0.5, 0.3, 0.7, 1]
      - filter: mlp
        value: [1, 0.5, 0.7, 0.3, 0]
      - value: 0.5
  dtype: bfloat16