license: apache-2.0 | |
tags: | |
- merge | |
- mergekit | |
- lazymergekit | |
- google/tapas-base-finetuned-wtq | |
- beomi/kcbert-base | |
# TAPAS-KCBERT-slerp | |
TAPAS-KCBERT-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): | |
* [google/tapas-base-finetuned-wtq](https://huggingface.co/google/tapas-base-finetuned-wtq) | |
* [beomi/kcbert-base](https://huggingface.co/beomi/kcbert-base) | |
## ๐งฉ Configuration | |
```yaml | |
slices: | |
- sources: | |
- model: google/tapas-base-finetuned-wtq | |
layer_range: [0, 12] # TAPAS ๋ชจ๋ธ์ ๋ ์ด์ด ๋ฒ์ | |
- model: beomi/kcbert-base | |
layer_range: [0, 12] # KCBERT ๋ชจ๋ธ์ ๋ ์ด์ด ๋ฒ์ | |
merge_method: slerp | |
base_model: google/tapas-base-finetuned-wtq | |
parameters: | |
t: | |
- filter: self_attn | |
value: [0, 0.5, 0.3, 0.7, 1] | |
- filter: mlp | |
value: [1, 0.5, 0.7, 0.3, 0] | |
- value: 0.5 | |
dtype: bfloat16 | |