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---
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
```
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