README.md

metadata

base_model:
  - aaditya/Llama3-OpenBioLLM-8B
  - meta-llama/Meta-Llama-3-8B-Instruct
  - meta-llama/Meta-Llama-3-8B
library_name: transformers
tags:
  - mergekit
  - merge

llama3-openbiollm-8b-dare-ties-70-40

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 meta-llama/Meta-Llama-3-8B as a base.

Models Merged

The following models were included in the merge:

• aaditya/Llama3-OpenBioLLM-8B
• meta-llama/Meta-Llama-3-8B-Instruct

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: meta-llama/Meta-Llama-3-8B
    # No parameters necessary for base model
  - model: meta-llama/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.53
      weight: 0.7
  - model: aaditya/Llama3-OpenBioLLM-8B
    parameters:
      density: 0.53
      weight: 0.4
merge_method: dare_ties
base_model: meta-llama/Meta-Llama-3-8B
parameters:
  int8_mask: true
dtype: bfloat16