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README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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language:
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- en
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- zh
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base_model:
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- deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
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- AXCXEPT/Qwen3-EZO-8B-beta
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pipeline_tag: text-generation
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tags:
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- merge
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---
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> [!TIP]
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> 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.
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# *Model Highlights:*
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- ***merge method**: `karcher`*
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- ***Highest precision**: `dtype: float32` + `out_dtype: bfloat16`*
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- ***Brand-new chat template**: ensures normal operation on LM Studio*
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- ***Context length**: `32768`*
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## *Model Selection Table:*
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|Model|Context|Uses Basic Model|
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|---|---|---|
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|[Qwen3-8B-YOYO-karcher](https://huggingface.co/YOYO-AI/Qwen3-8B-YOYO-karcher)|32K|NO|
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|[Qwen3-8B-YOYO-karcher-128K](https://huggingface.co/YOYO-AI/Qwen3-8B-YOYO-karcher-128K)|128K|NO|
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|[Qwen3-EZO-8B-YOYO-karcher](https://huggingface.co/YOYO-AI/Qwen3-EZO-8B-YOYO-karcher)|32K|NO|
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|[Qwen3-EZO-8B-YOYO-karcher-128K](https://huggingface.co/YOYO-AI/Qwen3-EZO-8B-YOYO-karcher-128K)|128K|NO|
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> **Warning**:
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> *Models with `128K` context may have slight quality loss. In most cases, please use the `32K` native context!*
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# *Parameter Settings*:
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## *Thinking Mode:*
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> [!NOTE]
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> *`Temperature=0.6`, `TopP=0.95`, `TopK=20`,`MinP=0`.*
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# *Configuration*:
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*The following YAML configuration was used to produce this model:*
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```yaml
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models:
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- model: deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
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- model: AXCXEPT/Qwen3-EZO-8B-beta
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merge_method: karcher
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parameters:
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max_iter: 1000
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dtype: float32
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out_dtype: bfloat16
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tokenizer_source: AXCXEPT/Qwen3-EZO-8B-beta
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```
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