base_model: | |
- arcee-ai/Llama-3.1-SuperNova-Lite | |
- NousResearch/Hermes-3-Llama-3.1-8B | |
- unsloth/Meta-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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [unsloth/Meta-Llama-3.1-8B](https://huggingface.co/unsloth/Meta-Llama-3.1-8B) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [arcee-ai/Llama-3.1-SuperNova-Lite](https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite) | |
* [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: arcee-ai/Llama-3.1-SuperNova-Lite | |
parameters: | |
weight: 1 | |
density: 2 | |
- model: NousResearch/Hermes-3-Llama-3.1-8B | |
parameters: | |
weight: 1 | |
density: 1.3 | |
merge_method: ties | |
base_model: unsloth/Meta-Llama-3.1-8B | |
parameters: | |
density: 1 | |
normalize: true | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |