File size: 1,392 Bytes
9eea57f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 |
---
base_model:
- TareksLab/M-MERGE4
- TareksLab/M-BASE-SCE
- TareksLab/M-MERGE1
- TareksLab/M-MERGE3
- TareksLab/M-MERGE2
library_name: transformers
tags:
- mergekit
- merge
---
# merge
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 [SCE](https://arxiv.org/abs/2408.07990) merge method using [TareksLab/M-BASE-SCE](https://huggingface.co/TareksLab/M-BASE-SCE) as a base.
### Models Merged
The following models were included in the merge:
* [TareksLab/M-MERGE4](https://huggingface.co/TareksLab/M-MERGE4)
* [TareksLab/M-MERGE1](https://huggingface.co/TareksLab/M-MERGE1)
* [TareksLab/M-MERGE3](https://huggingface.co/TareksLab/M-MERGE3)
* [TareksLab/M-MERGE2](https://huggingface.co/TareksLab/M-MERGE2)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: TareksLab/M-MERGE4
parameters:
select_topk: 0.15
- model: TareksLab/M-MERGE3
parameters:
select_topk: 0.16
- model: TareksLab/M-MERGE2
parameters:
select_topk: 0.17
- model: TareksLab/M-MERGE1
parameters:
select_topk: 0.18
merge_method: sce
base_model: TareksLab/M-BASE-SCE
parameters:
int8_mask: true
chat_template: llama3
tokenizer:
source: TareksLab/M-TOKENIZER-SCE
dtype: bfloat16
```
|