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base_model:
- Nondzu/Mistral-7B-codealpaca-lora
- TIGER-Lab/MAmmoTH2-7B
- mistralai/Mistral-7B-Instruct-v0.2
library_name: transformers
tags:
- mergekit
- merge
---
# linear
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 [Linear](https://arxiv.org/abs/2203.05482) merge method.
### Models Merged
The following models were included in the merge:
* [Nondzu/Mistral-7B-codealpaca-lora](https://huggingface.co/Nondzu/Mistral-7B-codealpaca-lora)
* [TIGER-Lab/MAmmoTH2-7B](https://huggingface.co/TIGER-Lab/MAmmoTH2-7B)
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
# Model Soup
models:
- model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
weight: 1.0
- model: TIGER-Lab/MAmmoTH2-7B
parameters:
weight: 1.0
- model: Nondzu/Mistral-7B-codealpaca-lora
parameters:
weight: 1.0
merge_method: linear
parameters:
normalize: true
dtype: float16
tokenizer:
source: union
```
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