license: apache-2.0 | |
tags: | |
- merge | |
- mergekit | |
- mlabonne/NeuralDaredevil-7B | |
- Gille/StrangeMerges_21-7B-slerp | |
- CultriX/NeuralTrix-7B-dpo | |
# pikus-pikantny-7B-dare | |
pikus-pikantny-7B-dare is a DARE merge of the following models using [mergekit](https://github.com/cg123/mergekit): | |
* [mlabonne/NeuralDaredevil-7B](https://huggingface.co/mlabonne/NeuralDaredevil-7B) | |
* [Gille/StrangeMerges_21-7B-slerp](https://huggingface.co/Gille/StrangeMerges_21-7B-slerp) | |
* [CultriX/NeuralTrix-7B-dpo](https://huggingface.co/CultriX/NeuralTrix-7B-dpo) | |
See the paper [Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch](https://arxiv.org/abs/2311.03099) for more on the method. | |
## 🧩 Configuration | |
```yaml | |
models: | |
- model: bardsai/jaskier-7b-dpo-v5.6 | |
# No parameters necessary for base model | |
- model: mlabonne/NeuralDaredevil-7B | |
parameters: | |
density: 0.53 | |
weight: 0.3 | |
- model: Gille/StrangeMerges_21-7B-slerp | |
parameters: | |
density: 0.53 | |
weight: 0.4 | |
- model: CultriX/NeuralTrix-7B-dpo | |
parameters: | |
density: 0.53 | |
weight: 0.3 | |
merge_method: dare_ties | |
base_model: bardsai/jaskier-7b-dpo-v5.6 | |
parameters: | |
int8_mask: true | |
dtype: bfloat16 | |
``` |