skfrost19/mergekit-slerp-gurqemh

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:

• meta-llama/Meta-Llama-3.1-8B-Instruct
• ProbeMedicalYonseiMAILab/medllama3-v20

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: ProbeMedicalYonseiMAILab/medllama3-v20
    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