|
--- |
|
base_model: |
|
- teknium/OpenHermes-2.5-Mistral-7B |
|
- mistralai/Mistral-7B-v0.1 |
|
- senseable/WestLake-7B-v2 |
|
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co./mistralai/Mistral-7B-v0.1) as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co./teknium/OpenHermes-2.5-Mistral-7B) |
|
* [senseable/WestLake-7B-v2](https://huggingface.co./senseable/WestLake-7B-v2) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
models: |
|
- model: mistralai/Mistral-7B-v0.1 |
|
# No parameters necessary for base model |
|
- model: senseable/WestLake-7B-v2 |
|
parameters: |
|
density: 0.53 |
|
weight: 0.75 |
|
- model: teknium/OpenHermes-2.5-Mistral-7B |
|
parameters: |
|
density: 0.53 |
|
weight: 0.25 |
|
merge_method: dare_ties |
|
base_model: mistralai/Mistral-7B-v0.1 |
|
parameters: |
|
int8_mask: true |
|
dtype: bfloat16 |
|
|
|
``` |
|
|
