metadata

base_model:
  - mistralai/Mistral-7B-Instruct-v0.2
  - Sorour/mistral_cls_headline_v3
  - Sorour/mistral_cls_fomc_v3
  - Sorour/mistral_cls_sentiment_v3
  - Sorour/mistral_cls_finred_v3
library_name: transformers
tags:
  - mergekit
  - merge

out

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-Instruct-v0.2 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: Sorour/mistral_cls_sentiment_v3
    parameters:
      weight: 0.25 # weight gradient
  - model: Sorour/mistral_cls_fomc_v3
    parameters:
      weight: 0.25
  - model: Sorour/mistral_cls_headline_v3
    parameters:
      weight: 0.25
  - model: Sorour/mistral_cls_finred_v3
    parameters:
      weight: 0.25
base_model: mistralai/Mistral-7B-Instruct-v0.2
merge_method: task_arithmetic
dtype: float16