shidowake/test-240114-mergekit-neural-japanese-stablelm-gamma-7b

merged-output

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:

• stabilityai/japanese-stablelm-instruct-gamma-7b
• mistralai/Mistral-7B-v0.1
• Intel/neural-chat-7b-v3-3

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: stabilityai/japanese-stablelm-instruct-gamma-7b
        layer_range: [0, 32]
      - model: Intel/neural-chat-7b-v3-3
        layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
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 # fallback for rest of tensors
dtype: bfloat16