Aryanne/YarnLake-Swap-7B

Merged

This is a merge of pre-trained language models created using mergekit, but using my experimental branch swapping

The "Other" branch is where I did something wrong, so in the "main" I did it right(I hope 😅).

Merge Details

Merge Method

This model was merged using the task_swapping merge method not sure if I did it right and how the model was impacted, using NousResearch/Yarn-Mistral-7b-128k as a base.

Models Merged

The following models were included in the merge:

• senseable/WestLake-7B-v2

Configuration

The following YAML configuration was used to produce this model:

base_model:
  model:
    path: NousResearch/Yarn-Mistral-7b-128k
dtype: bfloat16
merge_method: task_swapping
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: senseable/WestLake-7B-v2
    parameters:
      weight: 0.666
      diagonal_offset: 2
      invert_offset: True
  - layer_range: [0, 32]
    model:
      model:
        path: NousResearch/Yarn-Mistral-7b-128k