| 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 | |
| ``` | |