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README.md
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---
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base_model:
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- YOYO-AI/YOYO-O1-14B
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tags:
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- mergekit
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- merge
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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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pipeline_tag: text-generation
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library_name: exllamav2
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---
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# YOYO-O1-14B-exl2
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Original model: [YOYO-O1-14B](https://huggingface.co/YOYO-AI/YOYO-O1-14B) by [YOYO-AI](https://huggingface.co/YOYO-AI)
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Foundation model: [Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) by [Qwen](https://huggingface.co/Qwen)
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## Quants
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[4bpw h6 (main)](https://huggingface.co/cgus/YOYO-O1-14B-exl2/tree/main)
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[4.5bpw h6](https://huggingface.co/cgus/YOYO-O1-14B-exl2/tree/4.5bpw-h6)
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[5bpw h6](https://huggingface.co/cgus/YOYO-O1-14B-exl2/tree/5bpw-h6)
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[6bpw h6](https://huggingface.co/cgus/YOYO-O1-14B-exl2/tree/6bpw-h6)
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[8bpw h8](https://huggingface.co/cgus/YOYO-O1-14B-exl2/tree/8bpw-h8)
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## Quantization notes
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Made with Exllamav2 0.2.8 with default dataset.
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These quants can be used with TabbyAPI or Text-Generation-WebUI with RTX GPU (Windows) or RTX/ROCm (Linux).
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Quants have to fit your VRAM, if you need RAM offloading then choose GGUF quants instead.
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# Original model card
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# YOYO-O1-14B
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*Combined the most top-notch 14B **inference** model and **code** model in the entire open-source community.*
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### Merge Method
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This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [Qwen/Qwen2.5-Coder-14B](https://huggingface.co/Qwen/Qwen2.5-Coder-14B) as a base.
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### Models Merged
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The following models were included in the merge:
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* [Qwen/Qwen2.5-Coder-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct)
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* [Gen-Verse/ReasonFlux-F1-14B](https://huggingface.co/Gen-Verse/ReasonFlux-F1-14B)
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* [agentica-org/DeepCoder-14B-Preview](https://huggingface.co/agentica-org/DeepCoder-14B-Preview)
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* [qihoo360/Light-R1-14B-DS](https://huggingface.co/qihoo360/Light-R1-14B-DS)
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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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merge_method: sce
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models:
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# Pivot model
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- model: Qwen/Qwen2.5-Coder-14B
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# Target models
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- model: agentica-org/DeepCoder-14B-Preview
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- model: qihoo360/Light-R1-14B-DS
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- model: Gen-Verse/ReasonFlux-F1-14B
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- model: Qwen/Qwen2.5-Coder-14B-Instruct
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base_model: Qwen/Qwen2.5-Coder-14B
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parameters:
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select_topk: 1
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dtype: float16
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tokenizer_source: qihoo360/Light-R1-14B-DS
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normalize: true
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int8_mask: true
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```
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