mergekit-community/Llama3.1-8B-NormalMix

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the Linear DELLA merge method using NousResearch/Hermes-3-Llama-3.1-8B as a base.

Models Merged

The following models were included in the merge:

• Skywork/Skywork-o1-Open-Llama-3.1-8B
• cognitivecomputations/Dolphin3.0-Llama3.1-8B
• SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: NousResearch/Hermes-3-Llama-3.1-8B
    #no parameters necessary for base model
  - model: Skywork/Skywork-o1-Open-Llama-3.1-8B
    parameters:
      density: 0.3
      weight: 0.3
  - model: cognitivecomputations/Dolphin3.0-Llama3.1-8B
    parameters:
      density: 0.36
      weight: 0.36
  - model: SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B
    parameters:
      density: 0.34
      weight: 0.34

merge_method: della_linear
base_model: NousResearch/Hermes-3-Llama-3.1-8B
parameters:
  normalize: true
dtype: bfloat16