base_model: | |
- shenzhi-wang/Llama3-70B-Chinese-Chat | |
- aaditya/Llama3-OpenBioLLM-70B | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# model | |
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 [shenzhi-wang/Llama3-70B-Chinese-Chat](https://huggingface.co/shenzhi-wang/Llama3-70B-Chinese-Chat) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [aaditya/Llama3-OpenBioLLM-70B](https://huggingface.co/aaditya/Llama3-OpenBioLLM-70B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: shenzhi-wang/Llama3-70B-Chinese-Chat | |
# No parameters necessary for base model | |
- model: aaditya/Llama3-OpenBioLLM-70B | |
parameters: | |
density: 0.53 | |
weight: 0.6 | |
# - model: nvidia/Llama3-ChatQA-1.5-70B | |
# parameters: | |
# density: 0.53 | |
# weight: 0.4 | |
merge_method: dare_ties | |
base_model: shenzhi-wang/Llama3-70B-Chinese-Chat | |
parameters: | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |