base_model: | |
- NousResearch/Hermes-2-Pro-Llama-3-8B | |
- Weyaxi/Einstein-v6.1-Llama3-8B | |
- NousResearch/Meta-Llama-3-8B | |
- asiansoul/Versatile-Llama-3-8B-1m | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# merged | |
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 [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [NousResearch/Hermes-2-Pro-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) | |
* [Weyaxi/Einstein-v6.1-Llama3-8B](https://huggingface.co/Weyaxi/Einstein-v6.1-Llama3-8B) | |
* [asiansoul/Versatile-Llama-3-8B-1m](https://huggingface.co/asiansoul/Versatile-Llama-3-8B-1m) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
base_model: NousResearch/Meta-Llama-3-8B | |
dtype: bfloat16 | |
merge_method: dare_ties | |
parameters: | |
int8_mask: 1.0 | |
slices: | |
- sources: | |
- layer_range: [0, 32] | |
model: Weyaxi/Einstein-v6.1-Llama3-8B | |
parameters: | |
density: 0.1 | |
weight: 1.0 | |
- layer_range: [0, 32] | |
model: asiansoul/Versatile-Llama-3-8B-1m | |
parameters: | |
density: 0.2 | |
weight: 0.35 | |
- layer_range: [0, 32] | |
model: NousResearch/Hermes-2-Pro-Llama-3-8B | |
parameters: | |
density: 0.5 | |
weight: 0.23 | |
- layer_range: [0, 32] | |
model: NousResearch/Meta-Llama-3-8B | |
``` | |