skfrost19/LLaMa-3-Bio_domain-merged

merge

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

Models Merged

The following models were included in the merge:

• ContactDoctor/Bio-Medical-Llama-3-8B
• ProbeMedicalYonseiMAILab/medllama3-v20

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: meta-llama/Meta-Llama-3-8B-Instruct
    # Base model providing a general foundation without specific parameters

  - model: meta-llama/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.60  
      weight: 0.5  

  - model: ProbeMedicalYonseiMAILab/medllama3-v20
    parameters:
      density: 0.55  
      weight: 0.1  

  - model: ContactDoctor/Bio-Medical-Llama-3-8B
    parameters:
      density: 0.55  
      weight: 0.4 

merge_method: ties
base_model: meta-llama/Meta-Llama-3-8B-Instruct
parameters:
  int8_mask: true
dtype: bfloat16