base_model: | |
- nbeerbower/mistral-nemo-gutenberg-12B-v2 | |
- nbeerbower/SmolNemo-12B-FFT-experimental | |
- nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental | |
- nbeerbower/Mistral-Nemo-Prism-12B-v2 | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# Nemo-Loony-12B-experimental | |
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 [nbeerbower/mistral-nemo-gutenberg-12B-v2](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v2) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [nbeerbower/SmolNemo-12B-FFT-experimental](https://huggingface.co/nbeerbower/SmolNemo-12B-FFT-experimental) | |
* [nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental](https://huggingface.co/nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental) | |
* [nbeerbower/Mistral-Nemo-Prism-12B-v2](https://huggingface.co/nbeerbower/Mistral-Nemo-Prism-12B-v2) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental | |
parameters: | |
weight: 1 | |
- model: nbeerbower/SmolNemo-12B-FFT-experimental | |
parameters: | |
weight: 1 | |
- model: nbeerbower/Mistral-Nemo-Prism-12B-v2 | |
parameters: | |
weight: 1 | |
merge_method: ties | |
base_model: nbeerbower/mistral-nemo-gutenberg-12B-v2 | |
parameters: | |
normalize: true | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |