base_model: | |
- meta-llama/Meta-Llama-3.1-8B-Instruct | |
- NousResearch/Hermes-3-Llama-3.1-8B | |
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: | |
* [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) | |
* [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: NousResearch/Hermes-3-Llama-3.1-8B | |
- model: meta-llama/Meta-Llama-3.1-8B-Instruct | |
merge_method: slerp | |
base_model: NousResearch/Hermes-3-Llama-3.1-8B | |
dtype: bfloat16 | |
parameters: | |
t: [0, 0.5, 1, 0.5, 0] # V shaped curve: Hermes for input & output, WizardMath in the middle layers | |
``` | |