---
base_model:
- mistralai/Mistral-7B-v0.3
- mistralai/Mistral-7B-Instruct-v0.3
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
---
# Mistral-7B-Instruct-demi-merge-v0.3-7B

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

This is a blend of base and instruct models, intended to enable fine-tuning and/or merging (by anyone).

## Merge Details
### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [mistralai/Mistral-7B-v0.3](https://huggingface.co/mistralai/Mistral-7B-v0.3)
* [mistralai/Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
    - model: mistralai/Mistral-7B-Instruct-v0.3
      layer_range: [0,32]
    - model: mistralai/Mistral-7B-v0.3
      layer_range: [0,32]
merge_method: slerp
base_model: mistralai/Mistral-7B-Instruct-v0.3
parameters:
  t:
    - value: 0.5
dtype: bfloat16

```