README.md

metadata

base_model:
  - paulml/NeuralOmniWestBeaglake-7B
  - paulml/OmniBeagleSquaredMBX-v3-7B
library_name: transformers
tags:
  - mergekit
  - merge

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:

• paulml/NeuralOmniWestBeaglake-7B
• paulml/OmniBeagleSquaredMBX-v3-7B

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: paulml/OmniBeagleSquaredMBX-v3-7B
        layer_range: [0, 32]
      - model: paulml/NeuralOmniWestBeaglake-7B
        layer_range: [0, 32]
    merge_method: slerp
    base_model: paulml/NeuralOmniWestBeaglake-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
merge_method: slerp
base_model: paulml/NeuralOmniWestBeaglake-7B