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base_model:
- deepseek-ai/deepseek-math-7b-instruct
- deepseek-ai/deepseek-coder-7b-base-v1.5
- deepseek-ai/deepseek-coder-7b-instruct-v1.5
library_name: transformers
tags:
- mergekit
- merge
---
# taskarithmetic
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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [deepseek-ai/deepseek-coder-7b-base-v1.5](https://huggingface.co/deepseek-ai/deepseek-coder-7b-base-v1.5) as a base.
### Models Merged
The following models were included in the merge:
* [deepseek-ai/deepseek-math-7b-instruct](https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct)
* [deepseek-ai/deepseek-coder-7b-instruct-v1.5](https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
# Task Arithmetic
# Each lambda is 0.3, refer to AdaMerging Fig.1 [https://arxiv.org/abs/2310.02575]
base_model: deepseek-ai/deepseek-coder-7b-base-v1.5
models:
- model: deepseek-ai/deepseek-math-7b-instruct
parameters:
weight: 1.0
- model: deepseek-ai/deepseek-coder-7b-instruct-v1.5
parameters:
weight: 1.0
merge_method: task_arithmetic
parameters:
normalize: false
lambda: 0.3
dtype: float16
tokenizer:
source: union
#MODEL_NAME=deepseek-ai/deepseek-math-7b-instruct
#MODEL_NAME=deepseek-ai/deepseek-coder-7b-instruct-v1.5
```
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