README.md

metadata

base_model:
  - nbeerbower/llama3.1-gutenberg-8B
  - akjindal53244/Llama-3.1-Storm-8B
  - NousResearch/Meta-Llama-3.1-8B
  - nbeerbower/llama3.1-airoboros3.2-QDT-8B
  - Sao10K/Llama-3.1-8B-Stheno-v3.4
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-3.1-8B as a base.

Models Merged

The following models were included in the merge:

• nbeerbower/llama3.1-gutenberg-8B
• akjindal53244/Llama-3.1-Storm-8B
• nbeerbower/llama3.1-airoboros3.2-QDT-8B
• Sao10K/Llama-3.1-8B-Stheno-v3.4

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: Sao10K/Llama-3.1-8B-Stheno-v3.4
    parameters:
      weight: 0.2
      density: 0.5
  - model: akjindal53244/Llama-3.1-Storm-8B
    parameters:
      weight: 0.5
      density: 0.5
  - model: nbeerbower/llama3.1-gutenberg-8B
    parameters:
      weight: 0.3
      density: 0.5
  - model: nbeerbower/llama3.1-airoboros3.2-QDT-8B
    parameters:
      weight: 0.2
      density: 0.5
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3.1-8B
dtype: bfloat16
name: Llama-3.1-8B-Ultra-Instruct