Magnolia-v6-12B

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 grimjim/mistralai-Mistral-Nemo-Base-2407 as a base.

Models Merged

The following models were included in the merge:

• grimjim/magnum-twilight-12b
• grimjim/magnum-consolidatum-v1-12b
• Delta-Vector/Rei-V2-12B
• TheDrummer/Rocinante-12B-v1.1
• Nitral-AI/Captain_BMO-12B
• grimjim/mistralai-Mistral-Nemo-Instruct-2407
• nbeerbower/Mistral-Nemo-Prism-12B

Configuration

The following YAML configuration was used to produce this model:

base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.9
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.1
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.001