README.md

metadata

base_model:
  - berkeley-nest/Starling-LM-7B-alpha
  - Project44/BioMistral-7B-0.1-PubMed-V2
library_name: transformers
tags:
  - mergekit
  - merge

BioMistral-7B-Starling-slerp

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:

• berkeley-nest/Starling-LM-7B-alpha
• Project44/BioMistral-7B-0.1-PubMed-V2

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: berkeley-nest/Starling-LM-7B-alpha
        layer_range: [0, 32]
      - model: Project44/BioMistral-7B-0.1-PubMed-V2
        layer_range: [0, 32]
merge_method: slerp
base_model: berkeley-nest/Starling-LM-7B-alpha
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