---
base_model:
- cognitivecomputations/samantha-1.2-mistral-7b
- mistralai/Mistral-7B-v0.1
- uukuguy/speechless-code-mistral-7b-v1.0
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0

---
# ExperimentV2 AKA NerdySamanthaV2 (Mistral v0.1 & Samantha v1.2 & Speechless Code Mistral v1.0 7B)

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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [cognitivecomputations/samantha-1.2-mistral-7b](https://huggingface.co/cognitivecomputations/samantha-1.2-mistral-7b)
* [uukuguy/speechless-code-mistral-7b-v1.0](https://huggingface.co/uukuguy/speechless-code-mistral-7b-v1.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mistralai/Mistral-7B-v0.1
  - model: uukuguy/speechless-code-mistral-7b-v1.0
  - model: cognitivecomputations/samantha-1.2-mistral-7b
merge_method: model_stock
base_model: mistralai/Mistral-7B-v0.1
dtype: bfloat16
```