base_model: [] | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# saiga_nemo_12b_sft_m9_d16_slerp | |
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 SLERP merge method. | |
### Models Merged | |
The following models were included in the merge: | |
* models/saiga_nemo_12b_sft_m9_d16_simpo_m21_d36 | |
* models/saiga_nemo_12b_sft_m9_d16_simpo_m21_d36_doestoevsky_orpo_m1 | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
base_model: models/saiga_nemo_12b_sft_m9_d16_simpo_m21_d36_doestoevsky_orpo_m1 | |
dtype: bfloat16 | |
merge_method: slerp | |
parameters: | |
t: | |
- filter: self_attn | |
value: [0.0, 0.5, 0.3, 0.7, 1.0] | |
- filter: mlp | |
value: [1.0, 0.5, 0.7, 0.3, 0.0] | |
- value: 0.5 | |
slices: | |
- sources: | |
- layer_range: [0, 40] | |
model: models/saiga_nemo_12b_sft_m9_d16_simpo_m21_d36 | |
- layer_range: [0, 40] | |
model: models/saiga_nemo_12b_sft_m9_d16_simpo_m21_d36_doestoevsky_orpo_m1 | |
``` | |