42 lines
909 B
Markdown
42 lines
909 B
Markdown
|
---
|
||
|
|
base_model:
|
||
|
|
- Qwen/Qwen2.5-1.5B-Instruct
|
||
|
|
library_name: transformers
|
||
|
|
tags:
|
||
|
|
- mergekit
|
||
|
|
- merge
|
||
|
|
|
||
|
|
---
|
||
|
|
# dare_p0.5
|
||
|
|
|
||
|
|
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 [Linear DARE](https://arxiv.org/abs/2311.03099) merge method using [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct) as a base.
|
||
|
|
|
||
|
|
### Models Merged
|
||
|
|
|
||
|
|
The following models were included in the merge:
|
||
|
|
* outputs/model_sft_lora
|
||
|
|
|
||
|
|
### Configuration
|
||
|
|
|
||
|
|
The following YAML configuration was used to produce this model:
|
||
|
|
|
||
|
|
```yaml
|
||
|
|
models:
|
||
|
|
- model: Qwen/Qwen2.5-1.5B-Instruct
|
||
|
|
parameters:
|
||
|
|
density: 1.0
|
||
|
|
weight: 1.0
|
||
|
|
- model: outputs/model_sft_lora
|
||
|
|
parameters:
|
||
|
|
density: 0.50
|
||
|
|
weight: 1.0
|
||
|
|
merge_method: dare_linear
|
||
|
|
base_model: Qwen/Qwen2.5-1.5B-Instruct
|
||
|
|
dtype: bfloat16
|
||
|
|
```
|