---
base_model:
- mistral-community/Codestral-22B-v0.1
library_name: transformers
tags:
- mergekit
- merge
license: other
---
# 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 passthrough merge method.

### Models Merged

The following models were included in the merge:
* [mistral-community/Codestral-22B-v0.1](https://huggingface.co/mistral-community/Codestral-22B-v0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

  slices:
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 0
          - 4
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 3
          - 4
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 4
          - 8
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 7
          - 8
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 8
          - 12
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 11
          - 12
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 12
          - 16
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 15
          - 16
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 16
          - 20
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 19
          - 20
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 20
          - 24
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 23
          - 24
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 24
          - 28
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 27
          - 28
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 28
          - 32
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 31
          - 32
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 32
          - 36
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 35
          - 36
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 36
          - 40
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 39
          - 40
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 40
          - 44
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 43
          - 44
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 44
          - 48
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 47
          - 48
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 48
          - 52
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 51
          - 52
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 52
          - 56
  - sources:
      - model: mistral-community/Codestral-22B-v0.1
        layer_range:
          - 55
          - 56
        parameters:
          scale:
            - filter: o_proj
              value: 0
            - filter: down_proj
              value: 0
            - value: 1

  merge_method: passthrough
  dtype: bfloat16

```