mergekit-community/mergekit-ties-olhmfit

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 mistralai/Mistral-Small-24B-Base-2501 as a base.

Models Merged

The following models were included in the merge:

• mistralai/Mistral-Small-24B-Instruct-2501

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: "mistralai/Mistral-Small-24B-Base-2501"
    parameters:
      weight: 0.7          
      density: 1     
  - model: "mistralai/Mistral-Small-24B-Instruct-2501"
    parameters:
      weight: 0.3   
      density: 1        

merge_method: ties        
base_model: "mistralai/Mistral-Small-24B-Base-2501" 

parameters:
  density: 1             
  normalize: true         
  int8_mask: true         

dtype: bfloat16          
output: "Mistral-Small-24B-TIES-Merged"