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---
base_model:
- Sao10K/32B-Qwen2.5-Kunou-v1
- ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
- EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [deepseek-ai/DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B) as a base.

### Models Merged

The following models were included in the merge:
* [Sao10K/32B-Qwen2.5-Kunou-v1](https://huggingface.co/Sao10K/32B-Qwen2.5-Kunou-v1)
* [ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3](https://huggingface.co/ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3)
* [EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2](https://huggingface.co/EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
  - model: ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3
  - model: Sao10K/32B-Qwen2.5-Kunou-v1
merge_method: model_stock
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
parameters:
  filter_wise: false
dtype: bfloat16
tokenizer:
  source: union
  tokens:

    <|end▁of▁sentence|>:
      source:
        kind: "model_token"
        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
        token: "<|endoftext|>"

    <|end▁of▁sentence|>:
      source:
        kind: "model_token"
        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
        token: "<|endoftext|>"

    <|end▁of▁sentence|>:
      source:
        kind: "model_token"
        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
        token: "<|endoftext|>"

    <|begin▁of▁sentence|>:
      source:
        kind: "model_token"
        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
        token: "<|object_ref_start|>"

    <|begin▁of▁sentence|>:
      source:
        kind: "model_token"
        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
        token: "<|object_ref_start|>"

    <|begin▁of▁sentence|>:
      source:
        kind: "model_token"
        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
        token: "<|object_ref_start|>"

    <|User|>:
      source:
        kind: "model_token"
        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
        token: "<|im_start|>"

    <|User|>:
      source:
        kind: "model_token"
        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
        token: "<|im_start|>"

    <|User|>:
      source:
        kind: "model_token"
        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
        token: "<|im_start|>"

    <|Assistant|>:
      source:
        kind: "model_token"
        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
        token: "<|im_end|>"

    <|Assistant|>:
      source:
        kind: "model_token"
        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
        token: "<|im_end|>"

    <|Assistant|>:
      source:
        kind: "model_token"
        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
        token: "<|im_end|>"

    <think>:
      source:
        kind: "model_token"
        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
        token: "<|box_start|>"

    <think>:
      source:
        kind: "model_token"
        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
        token: "<|box_start|>"

    <think>:
      source:
        kind: "model_token"
        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
        token: "<|box_start|>"

    </think>:
      source:
        kind: "model_token"
        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
        token: "<|box_end|>"

    </think>:
      source:
        kind: "model_token"
        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
        token: "<|box_end|>"

    </think>:
      source:
        kind: "model_token"
        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
        token: "<|box_end|>"
```