base_model: | |
- lucyknada/microsoft_WizardLM-2-7B | |
- NousResearch/Hermes-2-Pro-Mistral-7B | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# merge | |
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: | |
* [lucyknada/microsoft_WizardLM-2-7B](https://huggingface.co/lucyknada/microsoft_WizardLM-2-7B) | |
* [NousResearch/Hermes-2-Pro-Mistral-7B](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: NousResearch/Hermes-2-Pro-Mistral-7B | |
- model: lucyknada/microsoft_WizardLM-2-7B | |
merge_method: slerp | |
base_model: NousResearch/Hermes-2-Pro-Mistral-7B | |
dtype: bfloat16 | |
tokenizer_source: base | |
parameters: | |
t: [0, 0.35, .75, 0.35, 0] # V shaped curve: Hermes for input & output, WizardMath in the middle layers | |
embed_slerp: true | |
``` | |