README.md

---
base_model:
- mii-community/zefiro-7b-sft-ITA
- DeepMount00/Mistral-Ita-7b
library_name: transformers
tags:
- mergekit
- merge

---
# Miscela-7b-slerp

This is a merge of two LLMs based on the Mistral architecture and pre-trained on the italian language!
It has been created using [mergekit](https://github.com/cg123/mergekit).


## Merge Details
### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [mii-community/zefiro-7b-sft-ITA](https://huggingface.co/mii-community/zefiro-7b-sft-ITA)
* [DeepMount00/Mistral-Ita-7b](https://huggingface.co/DeepMount00/Mistral-Ita-7b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: mii-community/zefiro-7b-sft-ITA
        layer_range: [0, 32]
      - model: DeepMount00/Mistral-Ita-7b
        layer_range: [0, 32]
merge_method: slerp
base_model: DeepMount00/Mistral-Ita-7b
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16

```