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---
base_model:
- Intel/neural-chat-7b-v3-1
- mlabonne/AlphaMonarch-7B
- HuggingFaceH4/zephyr-7b-beta
- mlabonne/NeuralBeagle14-7B
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
---
# merge
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 [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B) as a base.
### Models Merged
The following models were included in the merge:
* [Intel/neural-chat-7b-v3-1](https://huggingface.co/Intel/neural-chat-7b-v3-1)
* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B)
* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: mlabonne/NeuralBeagle14-7B
dtype: bfloat16
merge_method: dare_ties
models:
- model: mlabonne/NeuralBeagle14-7B
- model: mlabonne/AlphaMonarch-7B
parameters:
density: '0.53'
weight: '0.4'
- model: Intel/neural-chat-7b-v3-1
parameters:
density: '0.53'
weight: '0.3'
- model: HuggingFaceH4/zephyr-7b-beta
parameters:
density: '0.53'
weight: '0.3'
parameters:
int8_mask: true
``` |