File size: 1,164 Bytes
409687d |
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-Math-7B
- Qwen/Qwen2.5-7B-Instruct
library_name: transformers
tags:
- mergekit
- merge
---
# Qwen2.5-7B-Instruct-Math-slerp
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Performance
| Metric |Value|
|---------------------------------|----:|
|GSM8k (zero-shot) |91.05|
|HellaSwag (zero-Shot) |81.01|
|MBPP (zero-shot) |61.48|
## Merge Details
### Merge Method
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [Qwen/Qwen2.5-Math-7B](https://huggingface.co/Qwen/Qwen2.5-Math-7B)
* [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: Qwen/Qwen2.5-7B-Instruct
dtype: bfloat16
merge_method: slerp
parameters:
t: 0.1
slices:
- sources:
- layer_range: [0, 28]
model: Qwen/Qwen2.5-7B-Instruct
- layer_range: [0, 28]
model: Qwen/Qwen2.5-Math-7B
```
|