base_model: | |
- NousResearch/Meta-Llama-3.1-70B | |
- NousResearch/Llama-2-70b-hf | |
- NousResearch/Hermes-2-Pro-Llama-3-70B | |
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [NousResearch/Llama-2-70b-hf](https://huggingface.co./NousResearch/Llama-2-70b-hf) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [NousResearch/Meta-Llama-3.1-70B](https://huggingface.co./NousResearch/Meta-Llama-3.1-70B) | |
* [NousResearch/Hermes-2-Pro-Llama-3-70B](https://huggingface.co./NousResearch/Hermes-2-Pro-Llama-3-70B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: NousResearch/Meta-Llama-3.1-70B | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
- model: NousResearch/Hermes-2-Pro-Llama-3-70B | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
merge_method: ties | |
base_model: NousResearch/Llama-2-70b-hf | |
parameters: | |
normalize: false | |
int8_mask: true | |
dtype: float16 | |
``` | |