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

---
# top4

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using /root/top1 as a base.

### Models Merged

The following models were included in the merge:
* /root/mod1
* /root/mod3
* /root/mod2

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: /root/mod1
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: /root/mod2
    parameters:
      density: 0.3
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: /root/mod3
    parameters:
      density: 0.1
      weight:
        - filter: mlp
          value: 0.2
        - value: 0
merge_method: ties
base_model: /root/top1
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```