yoshility/model-merge-dare-ties-v1

storage

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

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using mistralai/Mistral-7B-v0.1 as a base.

Models Merged

The following models were included in the merge:

• GAIR/Abel-7B-002
• augmxnt/shisa-gamma-7b-v1
• WizardLMTeam/WizardMath-7B-V1.1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: augmxnt/shisa-gamma-7b-v1
    parameters:
      weight: 0.5
      density: 0.6
  - model: WizardLMTeam/WizardMath-7B-V1.1
    parameters:
      weight: 0.5
      density: 0.6
  - model: GAIR/Abel-7B-002
    parameters:
      weight: 0.5
      density: 0.6
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
normalize: true
dtype: bfloat16