ZephyrChat-Mistral-7B

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using mistralai/Mistral-7B-v0.1 as a base.

Models Merged

The following models were included in the merge:

• HuggingFaceH4/zephyr-7b-alpha
• NousResearch/Nous-Hermes-2-Mistral-7B-DPO
• openchat/openchat-3.5-0106

Configuration

The following YAML configuration was used to produce this model:

models:
  # - model: mistralai/Mistral-7B-v0.1
    # Base model
  - model: HuggingFaceH4/zephyr-7b-alpha
    parameters:
      density: 0.5
      weight: 0.4
  - model: openchat/openchat-3.5-0106
    parameters:
      density: 0.5
      weight: 0.3
  - model: NousResearch/Nous-Hermes-2-Mistral-7B-DPO
    parameters:
      density: 0.5
      weight: 0.3
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: bfloat16