top3-7B-dare-ties / README.md
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---
base_model:
- cognitivecomputations/dolphin-2.9-llama3-8b
- Weyaxi/Einstein-v6.1-Llama3-8B
library_name: transformers
tags:
- mergekit
- merge
---
# penny-v0.6
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 [cognitivecomputations/dolphin-2.9-llama3-8b](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b) as a base.
### Models Merged
The following models were included in the merge:
* [Weyaxi/Einstein-v6.1-Llama3-8B](https://huggingface.co/Weyaxi/Einstein-v6.1-Llama3-8B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models: # Top-Loyal-Bruins-Maid-DARE-7B
- model: cognitivecomputations/dolphin-2.9-llama3-8b
# no parameters necessary for base model
- model: Weyaxi/Einstein-v6.1-Llama3-8B
parameters:
weight: 0.5
density: 0.8
merge_method: dare_ties
base_model: cognitivecomputations/dolphin-2.9-llama3-8b
parameters:
int8_mask: true
dtype: bfloat16
```