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---
license: apache-2.0
library_name: transformers
tags:
- merge
---
base_model:
- HuggingFaceH4/zephyr-7b-beta
---
# 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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) as a base.
### Models Merged
The following models were included in the merge:
* [mistral-community/Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
dtype: bfloat16
merge_method: task_arithmetic
base_model:
model: HuggingFaceH4/zephyr-7b-beta
slices:
- sources:
- layer_range: [0, 32]
model: HuggingFaceH4/zephyr-7b-beta
parameters:
weight: 0.5
- layer_range: [0, 32]
model: mistral-community/Mistral-7B-v0.2
parameters:
weight: 0.5
``` |