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base_model:
- deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
- Qwen/Qwen2.5-Coder-1.5B-Instruct
library_name: transformers
tags:
- mergekit
- merge
---
# Merged-Coding-Model-1.5B
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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B)
* [Qwen/Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
slices:
- sources:
- model: Qwen/Qwen2.5-Coder-1.5B-Instruct
layer_range: [0, 28]
weight: 0.6
- model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
layer_range: [0, 28]
weight: 0.4
merge_method: slerp
base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
```
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