---
base_model: []
library_name: transformers
tags:
- mergekit
- merge

---
# prototype-0.4x52

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 /workspace/prototype-0.4x50 as a base.

### Models Merged

The following models were included in the merge:
* /workspace/prototype-0.4x45
* /workspace/prototype-0.4x51
* /workspace/prototype-0.4x49

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: /workspace/prototype-0.4x49
    parameters:
      weight: 0.25
      density: 0.5
  - model: /workspace/prototype-0.4x45
    parameters:
      weight: 0.25
      density: 0.5
  - model: /workspace/prototype-0.4x51
    parameters:
      weight: 0.25
      density: 0.5
  - model: /workspace/prototype-0.4x50
    parameters:
      weight: 0.25
      density: 0.5
merge_method: dare_ties
base_model: /workspace/prototype-0.4x50
parameters:
  lambda: 0.95
  normalize: true
dtype: bfloat16
int8_mask: true
chat_template: llama3
tokenizer:
 source: base
```