README.md

metadata

base_model:
  - WizardLM/WizardMath-7B-V1.1
  - mistralai/Mistral-7B-v0.1
  - codellama/CodeLlama-7b-Instruct-hf
library_name: transformers
tags:
  - mergekit
  - merge
license: apache-2.0

mistral-7b-merged

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:

base_model: mistralai/Mistral-7B-v0.1
dtype: float16
merge_method: ties
parameters:
  int8_mask: 1.0
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: mistralai/Mistral-7B-v0.1
  - layer_range: [0, 32]
    model: WizardLM/WizardMath-7B-V1.1
    parameters:
      density: 0.5
      weight:
      - filter: mlp
        value: 0.5
      - value: 0.0
  - layer_range: [0, 32]
    model: codellama/CodeLlama-7b-Instruct-hf
    parameters:
      density: 0.5
      weight: 0.5