metadata

base_model:
  - grimjim/mistralai-Mistral-Nemo-Instruct-2407
  - TheDrummer/Rocinante-12B-v1.1
  - anthracite-org/magnum-v4-12b
  - grimjim/magnum-twilight-12b
  - anthracite-org/magnum-v2.5-12b-kto
  - nbeerbower/Mistral-Nemo-Prism-12B
  - grimjim/mistralai-Mistral-Nemo-Base-2407
  - Delta-Vector/Rei-V2-12B
library_name: transformers
pipeline_tag: text-generation
tags:
  - mergekit
  - merge
license: apache-2.0

Magnolia-v3b-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:

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: anthracite-org/magnum-v2.5-12b-kto
    parameters:
      weight: 0.05
  - model: anthracite-org/magnum-v4-12b
    parameters:
      weight: 0.05
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.05
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.001
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: 0.001