46 lines
1.4 KiB
Markdown
46 lines
1.4 KiB
Markdown
---
|
|
license: apache-2.0
|
|
tags:
|
|
- merge
|
|
- mergekit
|
|
- bardsai/jaskier-7b-dpo-v5.6
|
|
- mlabonne/NeuralDaredevil-7B
|
|
- Gille/StrangeMerges_21-7B-slerp
|
|
- CultriX/NeuralTrix-7B-dpo
|
|
---
|
|
|
|
<img src="pikus-pikantny.png" alt="Pikus pikantny logo" width="800" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
|
|
|
|
# pikus-pikantny-7B-dare
|
|
|
|
pikus-pikantny-7B-dare is a DARE merge of the following models using [mergekit](https://github.com/cg123/mergekit):
|
|
* [bardsai/jaskier-7b-dpo-v5.6](https://huggingface.co/bardsai/jaskier-7b-dpo-v5.6)
|
|
* [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
|
|
- 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
|
|
``` |