NemoMix-Unleashed-12B

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

Merge Details

Merge Method

This model was merged using the della_linear merge method using E:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.

Models Merged

The following models were included in the merge:

E:\mergekit\intervitens_mini-magnum-12b-v1.1
E:\mergekit\nbeerbower_mistral-nemo-bophades-12B
E:\mergekit\Sao10K_MN-12B-Lyra-v1
E:\mergekit\nbeerbower_mistral-nemo-gutenberg-12B
E:\mergekit\mistralaiMistral-Nemo-Instruct-2407

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
    parameters:
      weight: 0.1
      density: 0.4
  - model: E:\mergekit\nbeerbower_mistral-nemo-bophades-12B
    parameters:
      weight: 0.12
      density: 0.5
  - model: E:\mergekit\nbeerbower_mistral-nemo-gutenberg-12B
    parameters:
      weight: 0.2
      density: 0.6
  - model: E:\mergekit\Sao10K_MN-12B-Lyra-v1
    parameters:
      weight: 0.25
      density: 0.7
  - model: E:\mergekit\intervitens_mini-magnum-12b-v1.1
    parameters:
      weight: 0.33
      density: 0.8
merge_method: della_linear
base_model: E:\mergekit\mistralaiMistral-Nemo-Base-2407
parameters:
  epsilon: 0.05
  lambda: 1
dtype: bfloat16
tokenizer_source: base