BioMistral-merged-zephyr/README.md

base_model, library_name, tags

base_model	library_name	tags
mistralai/Mistral-7B-v0.1 BioMistral/BioMistral-7B HuggingFaceH4/zephyr-7b-beta	transformers	mergekit merge

BioMistral-merged-zephyr

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:

• BioMistral/BioMistral-7B
• HuggingFaceH4/zephyr-7b-beta

🏆 Evaluation

Pubmedqa	Medmcqa	USMLE	arc_challenge	Hellaswag
76.8	47.21	47.62	55.89	63.43

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: mistralai/Mistral-7B-v0.1
  - model: HuggingFaceH4/zephyr-7b-beta
    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