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---
base_model:
- mistralai/Mistral-Small-Instruct-2409
- mistralai/Codestral-22B-v0.1
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 SLERP merge method.
### Models Merged
The following models were included in the merge:
* [mistralai/Mistral-Small-Instruct-2409](https://huggingface.co/mistralai/Mistral-Small-Instruct-2409)
* [mistralai/Codestral-22B-v0.1](https://huggingface.co/mistralai/Codestral-22B-v0.1)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
slices:
- sources:
- model: mistralai/Mistral-Small-Instruct-2409
layer_range: [0, 40]
- model: mistralai/Codestral-22B-v0.1
layer_range: [0, 40]
# or, the equivalent models: syntax:
# models:
# - model: mistralai/Mistral-Small-Instruct-2409
# - model: mistralai/Codestral-22B-v0.1
merge_method: slerp
base_model: mistralai/Mistral-Small-Instruct-2409
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5 # fallback for rest of tensors
dtype: float16
```
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