README.md

---
base_model:
- mistralai/Mistral-7B-Instruct-v0.2
- WizardLM/WizardMath-7B-V1.1
library_name: transformers
tags:
- mergekit
- merge

---
# merged_model

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base.

### Models Merged

The following models were included in the merge:
* [WizardLM/WizardMath-7B-V1.1](https://huggingface.co/WizardLM/WizardMath-7B-V1.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: mistralai/Mistral-7B-Instruct-v0.2
    # Базовая модель, не меняем
    parameters:
      density: 1.0
      weight: 1.0
  - model: WizardLM/WizardMath-7B-V1.1
    # Эксперт подмешивается
    parameters:
      density: 0.5  # DARE: берем только 50% самых важных изменений
      weight: 0.5   # Вес влияния
merge_method: ties
base_model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```