README.md

metadata

base_model:
  - mistralai/Mistral-7B-Instruct-v0.2
  - WizardLM/WizardMath-7B-V1.1
library_name: transformers
tags:
  - mergekit
  - merge

merged_model

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

Merge Details

Merge Method

This model was merged using the TIES merge method using mistralai/Mistral-7B-Instruct-v0.2 as a base.

Models Merged

The following models were included in the merge:

• WizardLM/WizardMath-7B-V1.1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: mistralai/Mistral-7B-Instruct-v0.2
    # Базовая модель, не меняем
    parameters:
      density: 1.0
      weight: 1.0
  - model: WizardLM/WizardMath-7B-V1.1
    # Эксперт подмешивается
    parameters:
      density: 0.5  # DARE: берем только 50% самых важных изменений
      weight: 0.5   # Вес влияния
merge_method: ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
  normalize: true
  int8_mask: true
dtype: float16