README.md

metadata

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

Tiramisu-12B-v0.1k

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

Merge Details

Merge Method

This model was merged using the linear DARE merge method using D:/MLnonsense/models/flammenai_Mahou-1.3-mistral-nemo-12B as a base.

Models Merged

The following models were included in the merge:

• D:/MLnonsense/models/nbeerbower_mistral-nemo-gutenberg-12B-v4
• D:/MLnonsense/models/Sao10K_MN-12B-Lyra-v1
• D:/MLnonsense/models/Gryphe_Pantheon-RP-1.5-12b-Nemo

Configuration

The following YAML configuration was used to produce this model:

base_model: D:/MLnonsense/models/flammenai_Mahou-1.3-mistral-nemo-12B
dtype: bfloat16
merge_method: dare_linear
slices:
- sources:
  - layer_range: [0, 40]
    model: D:/MLnonsense/models/Gryphe_Pantheon-RP-1.5-12b-Nemo
    parameters:
      weight: [0.45, 0.35, 0.35, 0.2, 0.2]
  - layer_range: [0, 40]
    model: D:/MLnonsense/models/Sao10K_MN-12B-Lyra-v1
    parameters:
      weight: [0.25, 0.3, 0.35, 0.3, 0.2]
  - layer_range: [0, 40]
    model: D:/MLnonsense/models/nbeerbower_mistral-nemo-gutenberg-12B-v4
    parameters:
      weight:
      - filter: mlp
        value: [0.1, 0.2, 0.1, 0.4, 0.5]
      - value: [0.1, 0.2, 0.1, 0.2, 0.2]
  - layer_range: [0, 40]
    model: D:/MLnonsense/models/flammenai_Mahou-1.3-mistral-nemo-12B
    parameters:
      weight:
      - filter: mlp
        value: [0.2, 0.15, 0.2, 0.1, 0.1]
      - value: [0.2, 0.15, 0.2, 0.3, 0.4]
tokenizer_source: union