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---
base_model:
- berkeley-nest/Starling-LM-7B-alpha
- Project44/BioMistral-7B-0.1-PubMed-V2
library_name: transformers
tags:
- mergekit
- merge
---
# BioMistral-7B-Starling-slerp
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 SLERP merge method.
### Models Merged
The following models were included in the merge:
* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
* [Project44/BioMistral-7B-0.1-PubMed-V2](https://huggingface.co/Project44/BioMistral-7B-0.1-PubMed-V2)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
slices:
- sources:
- model: berkeley-nest/Starling-LM-7B-alpha
layer_range: [0, 32]
- model: Project44/BioMistral-7B-0.1-PubMed-V2
layer_range: [0, 32]
merge_method: slerp
base_model: berkeley-nest/Starling-LM-7B-alpha
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
```
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