README.md

metadata

base_model:
  - Nexusflow/Starling-LM-7B-beta
  - grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
library_name: transformers
tags:
  - mergekit
  - merge
license: apache-2.0

xp16-7B

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:

• Nexusflow/Starling-LM-7B-beta
• grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
        layer_range: [0, 32]
      - model: Nexusflow/Starling-LM-7B-beta
        layer_range: [0, 32]
# or, the equivalent models: syntax:
# models:
merge_method: slerp
base_model: grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B
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