README.md

metadata

base_model:
  - WizardLM/WizardMath-7B-V1.1
  - meta-math/MetaMath-Mistral-7B
  - mistralai/Mistral-7B-v0.1
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 DARE TIES merge method using mistralai/Mistral-7B-v0.1 as a base.

Models Merged

The following models were included in the merge:

• WizardLM/WizardMath-7B-V1.1
• meta-math/MetaMath-Mistral-7B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: mistralai/Mistral-7B-v0.1
  - model: WizardLM/WizardMath-7B-V1.1
    parameters:
      density: 0.65
      weight: 0.4
  - model: meta-math/MetaMath-Mistral-7B
    parameters:
      density: 0.6
      weight: 0.3
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: float16