---
license: apache-2.0
language:
- en
- zh
base_model:
- deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
- AXCXEPT/Qwen3-EZO-8B-beta
pipeline_tag: text-generation
tags:
- merge
---
> [!TIP]
> The Karcher merge method does not require the use of a base model. Click [here](https://github.com/arcee-ai/mergekit/blob/main/docs/merge_methods.md#karcher-mean-karcher) for details.

# *Model Highlights:*

- ***merge method**: `karcher`*

- ***Highest precision**: `dtype: float32` + `out_dtype: bfloat16`*

- ***Brand-new chat template**: ensures normal operation on LM Studio*

- ***Context length**: `32768`*
## *Model Selection Table:*
|Model|Context|Uses Basic Model|
|---|---|---|
|[Qwen3-8B-YOYO-karcher](https://huggingface.co/YOYO-AI/Qwen3-8B-YOYO-karcher)|32K|NO|
|[Qwen3-8B-YOYO-karcher-128K](https://huggingface.co/YOYO-AI/Qwen3-8B-YOYO-karcher-128K)|128K|NO|
|[Qwen3-EZO-8B-YOYO-karcher](https://huggingface.co/YOYO-AI/Qwen3-EZO-8B-YOYO-karcher)|32K|NO|
|[Qwen3-EZO-8B-YOYO-karcher-128K](https://huggingface.co/YOYO-AI/Qwen3-EZO-8B-YOYO-karcher-128K)|128K|NO|
> **Warning**:
> *Models with `128K` context may have slight quality loss. In most cases, please use the `32K` native context!*
# *Parameter Settings*:
## *Thinking Mode:*
> [!NOTE]
> *`Temperature=0.6`, `TopP=0.95`, `TopK=20`,`MinP=0`.*

# *Configuration*:
*The following YAML configuration was used to produce this model:*

```yaml
models:
  - model: deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
  - model: AXCXEPT/Qwen3-EZO-8B-beta
merge_method: karcher
parameters:
  max_iter: 1000
dtype: float32
out_dtype: bfloat16
tokenizer_source: AXCXEPT/Qwen3-EZO-8B-beta
```