# About This Model

This is the culmination of several weeks of work developing LoRAs for use with the StableLM 3B architecture. I have done away with all of the extraneous NSFW datasets to create a general purpose model more in line with modern model making sensibilities.

Note: This model will still output NSFW content if prompted to do so, but I have removed the humiliation and erotica training elements to bring the model more in line with the average users use case.

I hope you enjoy!

# output

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 [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) as a base.

### Models Merged

The following models were included in the merge:
* [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) + [jeiku/alpaca-cleaned_StableLM](https://huggingface.co/jeiku/alpaca-cleaned_StableLM)
* [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) + [jeiku/Gnosis_StableLM](https://huggingface.co/jeiku/Gnosis_StableLM)
* [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) + [jeiku/smol_PIPPA_StableLM](https://huggingface.co/jeiku/smol_PIPPA_StableLM)
* [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) + [jeiku/Toxic_DPO_StableLM](https://huggingface.co/jeiku/Toxic_DPO_StableLM)
* [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) + [jeiku/No_Robots_Alpaca_StableLM](https://huggingface.co/jeiku/No_Robots_Alpaca_StableLM)
* [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) + [jeiku/Bluemoon_cleaned_StableLM](https://huggingface.co/jeiku/Bluemoon_cleaned_StableLM)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: jeiku/Rosa_v1_3B+jeiku/Bluemoon_cleaned_StableLM
    parameters:
      weight: 0.15
      density: 0.166
  - model: jeiku/Rosa_v1_3B+jeiku/No_Robots_Alpaca_StableLM
    parameters:
      weight: 0.25
      density: 0.166
  - model: jeiku/Rosa_v1_3B+jeiku/Gnosis_StableLM
    parameters:
      weight: 0.2
      density: 0.166
  - model: jeiku/Rosa_v1_3B+jeiku/smol_PIPPA_StableLM
    parameters:
      weight: 0.15
      density: 0.166
  - model: jeiku/Rosa_v1_3B+jeiku/alpaca-cleaned_StableLM
    parameters:
      weight: 0.05
      density: 0.166
  - model: jeiku/Rosa_v1_3B+jeiku/Toxic_DPO_StableLM
    parameters:
      weight: 0.2
      density: 0.166
merge_method: dare_ties
base_model: jeiku/Rosa_v1_3B
parameters:
dtype: bfloat16
```

{"tags": ["mergekit", "merge"], "base_model": ["jeiku/Rosa_v1_3B", "jeiku/alpaca-cleaned_StableLM", "jeiku/Rosa_v1_3B", "jeiku/Gnosis_StableLM", "jeiku/Rosa_v1_3B", "jeiku/smol_PIPPA_StableLM", "jeiku/Rosa_v1_3B", "jeiku/Toxic_DPO_StableLM", "jeiku/Rosa_v1_3B", "jeiku/No_Robots_Alpaca_StableLM", "jeiku/Rosa_v1_3B", "jeiku/Rosa_v1_3B", "jeiku/Bluemoon_cleaned_StableLM"]}
transformers safetensors stablelm_epoch text-generation mergekit merge conversational custom_code arxiv:2311.03099 arxiv:2306.01708 base_model:jeiku/Rosa_v1_3B base_model:jeiku/alpaca-cleaned_StableLM base_model:jeiku/Gnosis_StableLM base_model:jeiku/smol_PIPPA_StableLM base_model:jeiku/Toxic_DPO_StableLM base_model:jeiku/No_Robots_Alpaca_StableLM base_model:jeiku/Bluemoon_cleaned_StableLM autotrain_compatible region:us