README.md

metadata

base_model:
  - psmathur/orca_mini_v3_13b
  - garage-bAInd/Platypus2-13B
  - TheBloke/Llama-2-13B-fp16
  - WizardLM/WizardMath-13B-V1.0
library_name: transformers
tags:
  - mergekit
  - merge

output-model-directory

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 TheBloke/Llama-2-13B-fp16 as a base.

Models Merged

The following models were included in the merge:

• psmathur/orca_mini_v3_13b
• garage-bAInd/Platypus2-13B
• WizardLM/WizardMath-13B-V1.0

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: psmathur/orca_mini_v3_13b
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: garage-bAInd/Platypus2-13B
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: WizardLM/WizardMath-13B-V1.0
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: TheBloke/Llama-2-13B-fp16
parameters:
  normalize: true
  int8_mask: true
dtype: float16