README.md

metadata

base_model:
  - mistralai/Mixtral-8x7B-Instruct-v0.1
  - NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
tags:
  - mergekit
  - merge

lesser-hermes

This is a merge of pre-trained language models created using mergekit. We've been using this as one of the experimental ingredients to help stabilize the monkey-typewriter merges, and it's kinda okay at that.

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using mistralai/Mixtral-8x7B-Instruct-v0.1 as a base.

Models Merged

The following models were included in the merge:

• NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO

Configuration

The following YAML configuration was used to produce this model:

models:
  # dont bagel me bro
  - model: NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
    parameters:
      density: 0.25
      weight: 0.3
  - model: mistralai/Mixtral-8x7B-Instruct-v0.1
    parameters:
      density: 0.5
      weight: 1
merge_method: dare_ties
base_model: mistralai/Mixtral-8x7B-Instruct-v0.1
parameters:
  #normalize: false
  #int8_mask: true
dtype: bfloat16