README.md

metadata

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

math_coder_merge

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-v0.1 as a base.

Models Merged

The following models were included in the merge:

• WizardLM/WizardMath-7B-V1.1
• codellama/CodeLlama-7b-Instruct-hf

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: WizardLM/WizardMath-7B-V1.1
    parameters:
      density: 0.5  # fraction of weights in differences from the base model to retain
      weight:   # weight gradient
        - filter: mlp
          value: 0.5
        - value: 0
  - model: codellama/CodeLlama-7b-Instruct-hf
    parameters:
      density: 0.5
      weight: 0.5
merge_method: ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  normalize: true
  int8_mask: true
dtype: float16