README.md

metadata

base_model:
  - NousResearch/Meta-Llama-3-8B
  - gradientai/Llama-3-8B-Instruct-Gradient-4194k
  - refuelai/Llama-3-Refueled
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 NousResearch/Meta-Llama-3-8B as a base.

Models Merged

The following models were included in the merge:

• gradientai/Llama-3-8B-Instruct-Gradient-4194k
• refuelai/Llama-3-Refueled

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: NousResearch/Meta-Llama-3-8B
    # No parameters necessary for base model
  - model: gradientai/Llama-3-8B-Instruct-Gradient-4194k
    parameters:
      density: 0.6
      weight: 0.5
  - model: refuelai/Llama-3-Refueled
    parameters:
      density: 0.55
      weight: 0.05
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B
parameters:
  int8_mask: true
dtype: bfloat16