File size: 1,246 Bytes
2e15219 |
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 |
---
base_model:
- Qwen/Qwen2.5-14B
- arcee-ai/Virtuoso-Small
- qingy2024/Qwen2.5-Math-14B-Instruct-Preview
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) as a base.
### Models Merged
The following models were included in the merge:
* [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small)
* [qingy2024/Qwen2.5-Math-14B-Instruct-Preview](https://huggingface.co/qingy2024/Qwen2.5-Math-14B-Instruct-Preview)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: qingy2024/Qwen2.5-Math-14B-Instruct-Preview
parameters:
weight: 0.3
density: 0.6
- model: arcee-ai/Virtuoso-Small
parameters:
weight: 0.7
density: 0.6
base_model: Qwen/Qwen2.5-14B
merge_method: dare_ties
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-14B-Instruct
```
|