base_model: | |
- mllm-dev/merge_diff_data_DROID | |
- mllm-dev/merge_diff_data_YELP | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# merge_out | |
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 [mllm-dev/merge_diff_data_DROID](https://huggingface.co/mllm-dev/merge_diff_data_DROID) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [mllm-dev/merge_diff_data_YELP](https://huggingface.co/mllm-dev/merge_diff_data_YELP) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
base_model: mllm-dev/merge_diff_data_DROID | |
dtype: float16 | |
merge_method: dare_ties | |
slices: | |
- sources: | |
- layer_range: [0, 12] | |
model: mllm-dev/merge_diff_data_DROID | |
- layer_range: [0, 12] | |
model: mllm-dev/merge_diff_data_YELP | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
``` | |