base_model: | |
- nbeerbower/phi3.5-gutenberg-4B | |
- ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1 | |
- microsoft/Phi-3.5-mini-instruct | |
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 [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [nbeerbower/phi3.5-gutenberg-4B](https://huggingface.co/nbeerbower/phi3.5-gutenberg-4B) | |
* [ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1 | |
parameters: | |
weight: 1 | |
- model: nbeerbower/phi3.5-gutenberg-4B | |
parameters: | |
weight: 1 | |
merge_method: ties | |
base_model: microsoft/Phi-3.5-mini-instruct | |
parameters: | |
density: 1 | |
normalize: true | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |