Gunulhona/Llama-Merge-Small

merge

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• KISTI-KONI/KONI-Llama3-8B-Instruct-20240729
• meta-llama/Meta-Llama-3.1-8B-Instruct

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
    - model: meta-llama/Meta-Llama-3.1-8B-Instruct
      layer_range: [0, 32]
    - model: KISTI-KONI/KONI-Llama3-8B-Instruct-20240729
      layer_range: [0, 32]
merge_method: slerp
base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16