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CetaceousHerald-7B

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

A mix of models with writing styles I liked. Writes pretty well in my opinion, no idea how smart it is.

Alpaca format works fine.

(Why Mistral Instruct? Because that's what I had downloaded.)

Merge Details

Merge Method

This model was merged using the TIES merge method using mistralai/Mistral-7B-Instruct-v0.2 as a base.

Models Merged

The following models were included in the merge:

  • teknium/OpenHermes-2.5-Mistral-7B
  • Open-Orca/Mistral-7B-OpenOrca
  • cognitivecomputations/dolphin-2.6-mistral-7b
  • lemonilia/LimaRP-Mistral-7B-v0.1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: teknium/OpenHermes-2.5-Mistral-7B
    parameters:
      density: 0.5 
      weight: 0.5
  - model: Open-Orca/Mistral-7B-OpenOrca
    parameters:
      density: 0.6
      weight: 1.0 
  - model: cognitivecomputations/dolphin-2.6-mistral-7b
    parameters:
      density: 0.6
      weight: 0.7
  - model: lemonilia/LimaRP-Mistral-7B-v0.1
    parameters:
      density: 0.5
      weight: 0.2
merge_method: ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
  normalize: true
  int8_mask: true
dtype: float16
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