---
base_model:
- tinycompany/Tamed-Sigma
- tinycompany/Tamed-Sigma-hi
- tinycompany/SigmaBoi-Instruct-nomic
library_name: transformers
tags:
- mergekit
- merge

---
# model3

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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [tinycompany/Tamed-Sigma-hi](https://huggingface.co/tinycompany/Tamed-Sigma-hi) as a base.

### Models Merged

The following models were included in the merge:
* [tinycompany/Tamed-Sigma](https://huggingface.co/tinycompany/Tamed-Sigma)
* [tinycompany/SigmaBoi-Instruct-nomic](https://huggingface.co/tinycompany/SigmaBoi-Instruct-nomic)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: tinycompany/Tamed-Sigma-hi
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 6]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 1.0
      weight: 0.6
  - layer_range: [0, 6]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.6
      weight: 0.5
  - layer_range: [0, 6]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 1.0
      weight: 0.5
- sources:
  - layer_range: [6, 12]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.8
      weight: 0.1
  - layer_range: [6, 12]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 1.0
      weight: 0.2
  - layer_range: [6, 12]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 1.0
      weight: 0.7
- sources:
  - layer_range: [12, 18]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.7
      weight: 0.1
  - layer_range: [12, 18]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.7
      weight: 0.2
  - layer_range: [12, 18]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 0.7
      weight: 0.6
- sources:
  - layer_range: [18, 24]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.9
      weight: 0.2
  - layer_range: [18, 24]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.6
      weight: 0.6
  - layer_range: [18, 24]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 0.7
      weight: 0.3
- sources:
  - layer_range: [24, 30]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 1.0
      weight: 0.2
  - layer_range: [24, 30]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 1.0
      weight: 0.2
  - layer_range: [24, 30]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 0.9
      weight: 0.4
- sources:
  - layer_range: [30, 36]
    model: tinycompany/Tamed-Sigma
    parameters:
      density: 0.7
      weight: 0.2
  - layer_range: [30, 36]
    model: tinycompany/SigmaBoi-Instruct-nomic
    parameters:
      density: 0.9
      weight: 0.3
  - layer_range: [30, 36]
    model: tinycompany/Tamed-Sigma-hi
    parameters:
      density: 1.0
      weight: 0.4

```