light-3B / README.md
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---
tags:
- text-generation-inference
- transformers
- qwen2
- merge
- mergekit
license: other
language:
- en
inference: true
library_name: transformers
---
Built with Qwen
# 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](https://huggingface.co/Qwen/Qwen2.5-3B) as a base.
### Models Merged
The following models were included in the merge:
* [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: Qwen/Qwen2.5-3B-Instruct
parameters:
weight: 1
density: 1
merge_method: ties
base_model: Qwen/Qwen2.5-3B
parameters:
weight: 1
density: 1
normalize: true
int8_mask: true
dtype: float16
```