---
base_model:
- google/gemma-2b
- google/gemma-1.1-2b-it
- google/codegemma-2b
library_name: transformers
tags:
- mergekit
- merge

---
# tallgemma

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:
* [google/gemma-2b](https://huggingface.co/google/gemma-2b)
* [google/gemma-1.1-2b-it](https://huggingface.co/google/gemma-1.1-2b-it)
* [google/codegemma-2b](https://huggingface.co/google/codegemma-2b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
    - model: google/gemma-2b
      layer_range: [0, 1]
  - sources:
    - model: google/codegemma-2b
      layer_range: [0, 1]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [0, 1]
  - sources:
    - model: google/gemma-2b
      layer_range: [1, 2]
  - sources:
    - model: google/codegemma-2b
      layer_range: [1, 2]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [1, 2]
  - sources:
    - model: google/gemma-2b
      layer_range: [2, 3]
  - sources:
    - model: google/codegemma-2b
      layer_range: [2, 3]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [2, 3]
  - sources:
    - model: google/gemma-2b
      layer_range: [3, 4]
  - sources:
    - model: google/codegemma-2b
      layer_range: [3, 4]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [3, 4]
  - sources:
    - model: google/gemma-2b
      layer_range: [4, 5]
  - sources:
    - model: google/codegemma-2b
      layer_range: [4, 5]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [4, 5]
  - sources:
    - model: google/gemma-2b
      layer_range: [5, 6]
  - sources:
    - model: google/codegemma-2b
      layer_range: [5, 6]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [5, 6]
  - sources:
    - model: google/gemma-2b
      layer_range: [6, 7]
  - sources:
    - model: google/codegemma-2b
      layer_range: [6, 7]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [6, 7]
  - sources:
    - model: google/gemma-2b
      layer_range: [7, 8]
  - sources:
    - model: google/codegemma-2b
      layer_range: [7, 8]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [7, 8]
  - sources:
    - model: google/gemma-2b
      layer_range: [8, 9]
  - sources:
    - model: google/codegemma-2b
      layer_range: [8, 9]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [8, 9]
  - sources:
    - model: google/gemma-2b
      layer_range: [9, 10]
  - sources:
    - model: google/codegemma-2b
      layer_range: [9, 10]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [9, 10]
  - sources:
    - model: google/gemma-2b
      layer_range: [10, 11]
  - sources:
    - model: google/codegemma-2b
      layer_range: [10, 11]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [10, 11]
  - sources:
    - model: google/gemma-2b
      layer_range: [11, 12]
  - sources:
    - model: google/codegemma-2b
      layer_range: [11, 12]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [11, 12]
  - sources:
    - model: google/gemma-2b
      layer_range: [12, 13]
  - sources:
    - model: google/codegemma-2b
      layer_range: [12, 13]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [12, 13]
  - sources:
    - model: google/gemma-2b
      layer_range: [13, 14]
  - sources:
    - model: google/codegemma-2b
      layer_range: [13, 14]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [13, 14]
  - sources:
    - model: google/gemma-2b
      layer_range: [14, 15]
  - sources:
    - model: google/codegemma-2b
      layer_range: [14, 15]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [14, 15]
  - sources:
    - model: google/gemma-2b
      layer_range: [15, 16]
  - sources:
    - model: google/codegemma-2b
      layer_range: [15, 16]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [15, 16]
  - sources:
    - model: google/gemma-2b
      layer_range: [16, 17]
  - sources:
    - model: google/codegemma-2b
      layer_range: [16, 17]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [16, 17]
  - sources:
    - model: google/gemma-2b
      layer_range: [17, 18]
  - sources:
    - model: google/codegemma-2b
      layer_range: [17, 18]
  - sources:
    - model: google/gemma-1.1-2b-it
      layer_range: [17, 18]
merge_method: passthrough
dtype: float16

```