mergekit-community/mergekit-slerp-iyanrea

merge

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• Rakuten/RakutenAI-7B-chat
• cognitivecomputations/dolphin-2.8-mistral-7b-v02

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
        layer_range: [0, 32]
      - model: Rakuten/RakutenAI-7B-chat
        layer_range: [0, 32]
merge_method: slerp
base_model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
  embed_slerp: true 
  normalize: true
  int8_mask: true
dtype: float16