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---
base_model:
- BioMistral/BioMistral-7B-DARE
- Kukedlc/NeuralSynthesis-7B-v0.1
library_name: transformers
tags:
- mergekit
- merge
---
# BioMistral-NS
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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Kukedlc/NeuralSynthesis-7B-v0.1](https://huggingface.co/Kukedlc/NeuralSynthesis-7B-v0.1) as a base.
### Models Merged
The following models were included in the merge:
* [BioMistral/BioMistral-7B-DARE](https://huggingface.co/BioMistral/BioMistral-7B-DARE)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: Kukedlc/NeuralSynthesis-7B-v0.1
parameters:
density: 0.53
weight: 0.4
- model: BioMistral/BioMistral-7B-DARE
parameters:
density: 0.53
weight: 0.3
merge_method: dare_ties
tokenizer_source: union
base_model: Kukedlc/NeuralSynthesis-7B-v0.1
parameters:
int8_mask: true
dtype: bfloat16
```
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