README.md

metadata

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

Nemomix-v0.4-12B

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 F:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.

Models Merged

The following models were included in the merge:

• F:\mergekit\intervitens_mini-magnum-12b-v1.1
• F:\mergekit\mistralaiMistral-Nemo-Instruct-2407
• F:\mergekit\invisietch_Atlantis-v0.1-12B
• F:\mergekit\NeverSleepHistorical_lumi-nemo-e2.0

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: F:\mergekit\invisietch_Atlantis-v0.1-12B
    parameters:
      weight: 0.16
      density: 0.4
  - model: F:\mergekit\mistralaiMistral-Nemo-Instruct-2407
    parameters:
      weight: 0.23
      density: 0.5
  - model: F:\mergekit\NeverSleepHistorical_lumi-nemo-e2.0
    parameters:
      weight: 0.27
      density: 0.6
  - model: F:\mergekit\intervitens_mini-magnum-12b-v1.1
    parameters:
      weight: 0.34
      density: 0.8
merge_method: della_linear
base_model: F:\mergekit\mistralaiMistral-Nemo-Base-2407
parameters:
  epsilon: 0.05
  lambda: 1
  int8_mask: true
dtype: bfloat16