specialv/Vims-7b

merged_model

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:

• Open-Orca/Mistral-7B-OpenOrca
• mistralai/Mistral-7B-v0.1

Configuration

The following YAML configuration was used to produce this model:

base_model: mistralai/Mistral-7B-v0.1
dtype: float16
merge_method: slerp
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
slices:
- sources:
  - layer_range:
    - 0
    - 32
    model: mistralai/Mistral-7B-v0.1
  - layer_range:
    - 0
    - 32
    model: Open-Orca/Mistral-7B-OpenOrca