BioMistral-merged-instruct/README.md

base_model, library_name, tags

base_model	library_name	tags
mistralai/Mistral-7B-v0.1 mistralai/Mistral-7B-Instruct-v0.2 BioMistral/BioMistral-7B	transformers	mergekit merge

experiment_biomistral

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

Merge Details

Merge Method

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

Models Merged

The following models were included in the merge:

• mistralai/Mistral-7B-Instruct-v0.2
• BioMistral/BioMistral-7B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: mistralai/Mistral-7B-v0.1
    #no parameters necessary for base model
  - model: mistralai/Mistral-7B-Instruct-v0.2
    parameters:
      density: 0.5
      weight: 0.5
  - model: BioMistral/BioMistral-7B
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  normalize: false
  int8_mask: true
dtype: float16