README.md

metadata

base_model:
  - wanglab/mixtral_7b_dna_pretrain
  - mistralai/Mistral-7B-v0.1
  - EstherXC/mixtral_7b_protein_pretrain
library_name: transformers
tags:
  - mergekit
  - merge

mixtral_tie

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

Merge Details

Merge Method

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

Models Merged

The following models were included in the merge:

• wanglab/mixtral_7b_dna_pretrain
• EstherXC/mixtral_7b_protein_pretrain

Configuration

The following YAML configuration was used to produce this model:

base_model: mistralai/Mistral-7B-v0.1
models:
  - model: EstherXC/mixtral_7b_protein_pretrain
    parameters:
      weight: 0.3
  - model: wanglab/mixtral_7b_dna_pretrain #dnagpt/llama-dna
    parameters:
      weight: 0.3
merge_method: task_arithmetic
dtype: float16
tokenizer_source: "base"