README.md

metadata

base_model:
  - NousResearch/Nous-Hermes-2-SOLAR-10.7B
  - mergekit-community/mergekit-slerp-ebgdloh
library_name: transformers
tags:
  - mergekit
  - merge

merge

This is a merge of pre-trained language models created using mergekit. Modello created by Claudio Arena https://huggingface.co/ClaudioItaly

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• NousResearch/Nous-Hermes-2-SOLAR-10.7B
• mergekit-community/mergekit-slerp-ebgdloh

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
        layer_range: [0, 20]
      - model: mergekit-community/mergekit-slerp-ebgdloh
        layer_range: [12, 32]
merge_method: slerp
base_model: mergekit-community/mergekit-slerp-ebgdloh
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