evoreign/sahabatai-8b-mrl-embedding-final

merged_model

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 GoToCompany/llama3-8b-cpt-sahabatai-v1-instruct as a base.

Models Merged

The following models were included in the merge:

• ./full_model_1
• ./full_model_0
• ./full_model_3
• ./full_model_2

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: ./full_model_0
    parameters:
      density: 0.5 # Keeps the top 50% of most changed weights
      weight: 0.33 # Give each model roughly equal weight

  - model: ./full_model_1
    parameters:
      density: 0.5 # Keeps the top 50% of most changed weights
      weight: 0.33 # Give each model roughly equal weight

  - model: ./full_model_2
    parameters:
      density: 0.5 # Keeps the top 50% of most changed weights
      weight: 0.33 # Give each model roughly equal weight

  - model: ./full_model_3
    parameters:
      density: 0.5 # Keeps the top 50% of most changed weights
      weight: 0.33 # Give each model roughly equal weight

merge_method: ties
base_model: GoToCompany/llama3-8b-cpt-sahabatai-v1-instruct # TIES needs the original base model
parameters:
  normalize: true
dtype: float16