metadata

base_model: []
library_name: transformers
tags:
  - mergekit
  - merge

final_merge

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

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using ./storage3/input_models/Mistral-7B-v0.1_8133861 as a base.

Models Merged

The following models were included in the merge:

./storage3/input_models/WizardMath-7B-V1.1_2027605156
./storage3/input_models/shisa-gamma-7b-v1_4025154171
./storage3/input_models/Abel-7B-002_121690448

Configuration

The following YAML configuration was used to produce this model:

base_model: ./storage3/input_models/Mistral-7B-v0.1_8133861
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: ./storage3/input_models/shisa-gamma-7b-v1_4025154171
    parameters:
      density: 1.0
      weight: -0.0378726672672588
  - layer_range: [0, 32]
    model: ./storage3/input_models/WizardMath-7B-V1.1_2027605156
    parameters:
      density: 0.7433311818361178
      weight: 1.5192904356611323
  - layer_range: [0, 32]
    model: ./storage3/input_models/Abel-7B-002_121690448
    parameters:
      density: 0.47833652897680473
      weight: 1.0403117323704718
  - layer_range: [0, 32]
    model: ./storage3/input_models/Mistral-7B-v0.1_8133861