CultriX/LamaTrix-8B

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:

• cloudyu/Meta-Llama-3-8B-Instruct-DPO
• NousResearch/Meta-Llama-3-8B-Instruct
• Locutusque/llama-3-neural-chat-v1-8b
• mlabonne/OrpoLlama-3-8B
• cognitivecomputations/dolphin-2.9-llama3-8b
• vicgalle/Configurable-Llama-3-8B-v0.3

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: NousResearch/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.6
      weight: 0.5
  - model: mlabonne/OrpoLlama-3-8B
    parameters:
      density: 0.55
      weight: 0.05
  - model: cognitivecomputations/dolphin-2.9-llama3-8b
    parameters:
      density: 0.55
      weight: 0.1
  - model: Locutusque/llama-3-neural-chat-v1-8b
    parameters:
      density: 0.55
      weight: 0.1
  - model: cloudyu/Meta-Llama-3-8B-Instruct-DPO
    parameters:
      density: 0.55
      weight: 0.15
  - model: vicgalle/Configurable-Llama-3-8B-v0.3
    parameters:
      density: 0.55
      weight: 0.1

merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B

parameters:
  int8_mask: true
dtype: float16