|
--- |
|
base_model: |
|
- chihoonlee10/T3Q-Mistral-Orca-Math-DPO |
|
- yam-peleg/Experiment26-7B |
|
- liminerity/M7-7b |
|
- LeroyDyer/Mixtral_AI_Cyber_3.1_SFT |
|
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 [LeroyDyer/Mixtral_AI_Cyber_3.1_SFT](https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_3.1_SFT) as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [chihoonlee10/T3Q-Mistral-Orca-Math-DPO](https://huggingface.co/chihoonlee10/T3Q-Mistral-Orca-Math-DPO) |
|
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B) |
|
* [liminerity/M7-7b](https://huggingface.co/liminerity/M7-7b) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
|
|
models: |
|
- model: liminerity/M7-7b |
|
parameters: |
|
density: [0.87, 0.721, 0.451] # density gradient |
|
weight: 0.876 |
|
- model: chihoonlee10/T3Q-Mistral-Orca-Math-DPO |
|
parameters: |
|
density: 0.232 |
|
weight: [0.36, 0.3, 0.437, 0.76] # weight gradient |
|
- model: yam-peleg/Experiment26-7B |
|
parameters: |
|
density: 0.475 |
|
weight: |
|
- filter: mlp |
|
value: 0.5 |
|
- value: 0 |
|
merge_method: ties |
|
base_model: LeroyDyer/Mixtral_AI_Cyber_3.1_SFT |
|
parameters: |
|
normalize: true |
|
int8_mask: true |
|
dtype: float16 |
|
|
|
``` |
|
|
