File size: 1,462 Bytes
ffe8725 |
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 59 60 |
---
base_model:
- bunnycore/Qwen2.5-3B-RP-Mix
- Spestly/Athena-1-3B
- Qwen/Qwen2.5-3B-Instruct
- PowerInfer/SmallThinker-3B-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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
* [bunnycore/Qwen2.5-3B-RP-Mix](https://huggingface.co/bunnycore/Qwen2.5-3B-RP-Mix)
* [Spestly/Athena-1-3B](https://huggingface.co/Spestly/Athena-1-3B)
* [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: PowerInfer/SmallThinker-3B-Preview
parameters:
density: [1, 0.7, 0.1] # density gradient
weight: 1.0
- model: bunnycore/Qwen2.5-3B-RP-Mix
parameters:
density: 0.5
weight: [0, 0.3, 0.7, 1] # weight gradient
- model: Spestly/Athena-1-3B
parameters:
density: 0.33
weight:
- filter: mlp
value: 0.5
- value: 0
merge_method: ties
base_model: Qwen/Qwen2.5-3B-Instruct
parameters:
normalize: true
int8_mask: true
dtype: float16
```
|