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---
base_model:
- cognitivecomputations/dolphin-2.2.1-mistral-7b
- l3utterfly/mistral-7b-v0.1-layla-v4-chatml
library_name: transformers
tags:
- mergekit
- merge
---
# merged
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 task_swapping merge method using /content/mergekit/test as a base.
### Models Merged
The following models were included in the merge:
* [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b)
* /content/mergekit/tri
* [l3utterfly/mistral-7b-v0.1-layla-v4-chatml](https://huggingface.co/l3utterfly/mistral-7b-v0.1-layla-v4-chatml)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model:
model:
path: /content/mergekit/test
dtype: bfloat16
merge_method: task_swapping
slices:
- sources:
- layer_range: [0, 32]
model:
model:
path: l3utterfly/mistral-7b-v0.1-layla-v4-chatml
parameters:
diagonal_offset: 4.0
random_mask: 0.1
random_mask_seed: 1956557.0
weight: 0.4
- layer_range: [0, 32]
model:
model:
path: cognitivecomputations/dolphin-2.2.1-mistral-7b
parameters:
diagonal_offset: 4.0
random_mask: 0.1
random_mask_seed: 18019.0
weight: 0.333
- layer_range: [0, 32]
model:
model:
path: /content/mergekit/tri
parameters:
diagonal_offset: 4.0
random_mask: 0.05
random_mask_seed: 666666.0
weight: 0.5
- layer_range: [0, 32]
model:
model:
path: /content/mergekit/test
```
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