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---
base_model:
- MrezaPRZ/codestral_high_quality_sft_bigquery
- MrezaPRZ/codestral_high_quality_sft
- MrezaPRZ/codestral_high_quality_sft_postgres
- mistralai/Codestral-22B-v0.1
library_name: transformers
tags:
- mergekit
- merge
---
# ties
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/Codestral-22B-v0.1](https://huggingface.co/mistralai/Codestral-22B-v0.1) as a base.
### Models Merged
The following models were included in the merge:
* [MrezaPRZ/codestral_high_quality_sft_bigquery](https://huggingface.co/MrezaPRZ/codestral_high_quality_sft_bigquery)
* [MrezaPRZ/codestral_high_quality_sft](https://huggingface.co/MrezaPRZ/codestral_high_quality_sft)
* [MrezaPRZ/codestral_high_quality_sft_postgres](https://huggingface.co/MrezaPRZ/codestral_high_quality_sft_postgres)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: MrezaPRZ/codestral_high_quality_sft
parameters:
density: 0.5
weight: 0.33
- model: MrezaPRZ/codestral_high_quality_sft_bigquery
parameters:
density: 0.5
weight: 0.33
- model: MrezaPRZ/codestral_high_quality_sft_postgres
parameters:
density: 0.5
weight: 0.33
merge_method: ties
base_model: mistralai/Codestral-22B-v0.1
parameters:
normalize: true
dtype: bfloat16
```
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