Mistral-Merge-7B-Instruct-Slerp

merged

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:

• mlabonne/NeuralHermes-2.5-Mistral-7B
• mistralai/Mistral-7B-Instruct-v0.2

Configuration

The following YAML configuration was used to produce this model:

base_model: mistralai/Mistral-7B-Instruct-v0.2
dtype: bfloat16
merge_method: slerp
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 32]
        model: mistralai/Mistral-7B-Instruct-v0.2
      - layer_range: [0, 32]
        model: mlabonne/NeuralHermes-2.5-Mistral-7B
parameters:
  t:
  - filter: self_attn
    value: [0.0, 0.5, 0.3, 0.7, 1.0]
  - filter: mlp
    value: [1.0, 0.5, 0.7, 0.3, 0.0]
  - value: 0.5