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---
base_model:
- mistralai/Mistral-Small-24B-Instruct-2501
- mistralai/Mistral-Small-24B-Base-2501
library_name: transformers
tags:
- mergekit
- merge
---
# 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-Small-24B-Base-2501](https://huggingface.co/mistralai/Mistral-Small-24B-Base-2501) as a base.
### Models Merged
The following models were included in the merge:
* [mistralai/Mistral-Small-24B-Instruct-2501](https://huggingface.co/mistralai/Mistral-Small-24B-Instruct-2501)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: "mistralai/Mistral-Small-24B-Base-2501"
parameters:
weight: 0.7
density: 1
- model: "mistralai/Mistral-Small-24B-Instruct-2501"
parameters:
weight: 0.3
density: 1
merge_method: ties
base_model: "mistralai/Mistral-Small-24B-Base-2501"
parameters:
density: 1
normalize: true
int8_mask: true
dtype: bfloat16
output: "Mistral-Small-24B-TIES-Merged"
```
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