mergekit-community/mergekit-della_linear-gznziez

merge

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

Merge Details

Merge Method

This model was merged using the Linear DELLA merge method using IlyaGusev/saiga_nemo_12b as a base.

Models Merged

The following models were included in the merge:

• MarinaraSpaghetti/NemoMix-Unleashed-12B
• TheDrummer/Rocinante-12B-v1.1
• Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: IlyaGusev/saiga_nemo_12b
    parameters:
      weight: 0.5  # Основной акцент на русском языке
      density: 0.4
  - model: MarinaraSpaghetti/NemoMix-Unleashed-12B
    parameters:
      weight: 0.2  # РП модель, чуть меньший вес из-за ориентации на английский
      density: 0.4
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.2  # Увеличенный вес для усиления РП аспектов
      density: 0.5  # Повышенная плотность для более сильного влияния
  - model: Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24
    parameters:
      weight: 0.25  # Русскоязычная поддержка и баланс
      density: 0.4

merge_method: della_linear
base_model: IlyaGusev/saiga_nemo_12b
parameters:
  epsilon: 0.05
  lambda: 1
dtype: float16
tokenizer_source: base