Llama3.1-8B-Base-DARETIES-Math-Code/README.md

base_model, library_name, tags

base_model	library_name	tags
Alelcv27/Llama3.1-8B-Base-Math meta-llama/Llama-3.1-8B Alelcv27/Llama3.1-8B-Base-Code	transformers	mergekit merge

Llama3.1-8B-Base-DARETIES-Math-Code

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/Llama-3.1-8B as a base.

Models Merged

The following models were included in the merge:

• Alelcv27/Llama3.1-8B-Base-Math
• Alelcv27/Llama3.1-8B-Base-Code

Configuration

The following YAML configuration was used to produce this model:

base_model: meta-llama/Llama-3.1-8B
dtype: float16
merge_method: dare_ties
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 32]
        model: Alelcv27/Llama3.1-8B-Base-Math
        parameters:
          density: 0.8
          weight: 0.6
      - layer_range: [0, 32]
        model: Alelcv27/Llama3.1-8B-Base-Code
        parameters:
          density: 0.6
          weight: 0.5
      - layer_range: [0, 32]
        model: meta-llama/Llama-3.1-8B
parameters:
  normalize: 1.0