---
base_model:
- mistralai/Mistral-Small-Instruct-2409
- mistralai/Codestral-22B-v0.1
library_name: transformers
tags:
- mergekit
- merge

---
# merge

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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [mistralai/Mistral-Small-Instruct-2409](https://huggingface.co/mistralai/Mistral-Small-Instruct-2409)
* [mistralai/Codestral-22B-v0.1](https://huggingface.co/mistralai/Codestral-22B-v0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: mistralai/Mistral-Small-Instruct-2409
        layer_range: [0, 40]
      - model: mistralai/Codestral-22B-v0.1
        layer_range: [0, 40]
# or, the equivalent models: syntax:
# models:
#   - model: mistralai/Mistral-Small-Instruct-2409
#   - model: mistralai/Codestral-22B-v0.1
merge_method: slerp
base_model: mistralai/Mistral-Small-Instruct-2409
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 # fallback for rest of tensors
dtype: float16

```