# true-anne-7b-bf16

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/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [KoboldAI/Mistral-7B-Erebus-v3](https://huggingface.co/KoboldAI/Mistral-7B-Erebus-v3)
* [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: mistralai/Mistral-7B-v0.1
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: mistralai/Mistral-7B-v0.1
  - layer_range: [0, 32]
    model: KoboldAI/Mistral-7B-Erebus-v3
    parameters:
      density: 0.8
      weight: 0.7
  - layer_range: [0, 32]
    model: SanjiWatsuki/Silicon-Maid-7B
    parameters:
      density: 0.8
      weight: 0.7
```

{"tags": ["mergekit", "merge"], "base_model": ["mistralai/Mistral-7B-v0.1", "KoboldAI/Mistral-7B-Erebus-v3", "SanjiWatsuki/Silicon-Maid-7B"]}
transformers safetensors mistral text-generation mergekit merge arxiv:2311.03099 arxiv:2306.01708 base_model:mistralai/Mistral-7B-v0.1 base_model:KoboldAI/Mistral-7B-Erebus-v3 base_model:SanjiWatsuki/Silicon-Maid-7B autotrain_compatible endpoints_compatible text-generation-inference region:us