transformers safetensors mistral text-generation mergekit merge base_model:avemio-digital/lora_model_scipy_merged base_model:avemio-digital/SauerkrautLM_chat_merge autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- avemio-digital/lora_model_scipy_merged
- avemio-digital/SauerkrautLM_chat_merge
tags:
- mergekit
- merge

---
# mergedmodel

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:
* [avemio-digital/lora_model_scipy_merged](https://huggingface.co/avemio-digital/lora_model_scipy_merged)
* [avemio-digital/SauerkrautLM_chat_merge](https://huggingface.co/avemio-digital/SauerkrautLM_chat_merge)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: avemio-digital/lora_model_scipy_merged
        layer_range: [0, 32]
      - model: avemio-digital/SauerkrautLM_chat_merge
        layer_range: [0, 32]
merge_method: slerp
base_model: avemio-digital/SauerkrautLM_chat_merge
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
dtype: bfloat16
```
