README.md

metadata

base_model:
  - Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B
  - son-of-man/HoloViolet-7B-test3
  - alpindale/Mistral-7B-v0.2-hf
  - localfultonextractor/Erosumika-7B-v3
library_name: transformers
tags:
  - mergekit
  - merge

merged

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

Merge Details

Merge Method

This model was merged using the task arithmetic merge method using alpindale/Mistral-7B-v0.2-hf as a base.

Models Merged

The following models were included in the merge:

• Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B
• son-of-man/HoloViolet-7B-test3
• localfultonextractor/Erosumika-7B-v3

Configuration

The following YAML configuration was used to produce this model:

base_model:
  model:
    path: alpindale/Mistral-7B-v0.2-hf
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: alpindale/Mistral-7B-v0.2-hf
    parameters:
      weight: 0.3
  - layer_range: [0, 32]
    model:
      model:
        path: son-of-man/HoloViolet-7B-test3
    parameters:
      weight: 0.2
  - layer_range: [0, 32]
    model:
      model:
        path: localfultonextractor/Erosumika-7B-v3
    parameters:
      weight: 0.3
  - layer_range: [0, 32]
    model:
      model:
        path: Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B
    parameters:
      weight: 0.2