---
base_model:
- MrezaPRZ/codestral_high_quality_sft_bigquery
- MrezaPRZ/codestral_high_quality_sft_postgres
- mistralai/Codestral-22B-v0.1
- MrezaPRZ/codestral_high_quality_sft
library_name: transformers
tags:
- mergekit
- merge

---
# date_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 [DARE](https://arxiv.org/abs/2311.03099) [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_postgres](https://huggingface.co/MrezaPRZ/codestral_high_quality_sft_postgres)
* [MrezaPRZ/codestral_high_quality_sft](https://huggingface.co/MrezaPRZ/codestral_high_quality_sft)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: MrezaPRZ/codestral_high_quality_sft
    parameters:
      density: 0.5
      weight: 0.2
  - model: MrezaPRZ/codestral_high_quality_sft_bigquery
    parameters:
      density: 0.5
      weight: 0.2
  - model: MrezaPRZ/codestral_high_quality_sft_postgres
    parameters:
      density: 0.4
      weight: 0.2
merge_method: dare_ties
base_model: mistralai/Codestral-22B-v0.1
parameters:
  normalize: true
dtype: bfloat16
```