base_model: | |
- failspy/Llama-3-8B-Instruct-MopeyMule | |
- Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B | |
- mergekit-community/L3-Boshima-a | |
- kromeurus/L3.1-Ablaze-Vulca-v0.1-8B | |
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [kromeurus/L3.1-Ablaze-Vulca-v0.1-8B](https://huggingface.co/kromeurus/L3.1-Ablaze-Vulca-v0.1-8B) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [failspy/Llama-3-8B-Instruct-MopeyMule](https://huggingface.co/failspy/Llama-3-8B-Instruct-MopeyMule) | |
* [Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B) | |
* [mergekit-community/L3-Boshima-a](https://huggingface.co/mergekit-community/L3-Boshima-a) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
dtype: float32 | |
out_dtype: bfloat16 | |
merge_method: model_stock | |
base_model: kromeurus/L3.1-Ablaze-Vulca-v0.1-8B | |
models: | |
- model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B | |
parameters: | |
weight: 0.8 | |
- model: mergekit-community/L3-Boshima-a | |
parameters: | |
weight: 0.8 | |
- model: kromeurus/L3.1-Ablaze-Vulca-v0.1-8B | |
parameters: | |
weight: 0.6 | |
- model: failspy/Llama-3-8B-Instruct-MopeyMule | |
parameters: | |
weight: 0.4 | |
parameters: | |
normalize: true | |
``` | |