mergekit-community/mergekit-slerp-eundxnq

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:

• meta-llama/Meta-Llama-3-8B-Instruct
• meta-llama/Meta-Llama-3-8B

Configuration

The following YAML configuration was used to produce this model:

  slices:
    - sources:
        - model: meta-llama/Meta-Llama-3-8B
          layer_range: [0, 32]
        - model: meta-llama/Meta-Llama-3-8B-Instruct
          layer_range: [0, 32]
  merge_method: slerp
  base_model: meta-llama/Meta-Llama-3-8B-Instruct
  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