prestigeAI-7b-2

metal

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:

• cognitivecomputations/dolphin-2.2.1-mistral-7b
• mistralai/Mistral-7B-Instruct-v0.3

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: mistralai/Mistral-7B-Instruct-v0.3
    layer_range:
    - 0
    - 32
  - model: cognitivecomputations/dolphin-2.2.1-mistral-7b
    layer_range:
    - 0
    - 32
merge_method: slerp
base_model: mistralai/Mistral-7B-Instruct-v0.3
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
dtype: bfloat16