jpquiroga/Mistral_7B_dare_ties_merge_instruct_open_orca

merge

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:

• mistralai/Mistral-7B-Instruct-v0.1
• Open-Orca/Mistral-7B-OpenOrca

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: mistralai/Mistral-7B-v0.1
    # No parameters necessary for base model
  - model: mistralai/Mistral-7B-Instruct-v0.1
    parameters:
      density: 0.4
      weight: 0.5
  - model: Open-Orca/Mistral-7B-OpenOrca
    parameters:
      density: 0.4
      weight: 0.5
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: bfloat16