---
base_model:
- deepcogito/cogito-v1-preview-qwen-14B
- Zhihu-ai/Zhi-Create-DSR1-14B
- agentica-org/DeepCoder-14B-Preview
- FractalAIResearch/Fathom-R1-14B
- arcee-ai/Virtuoso-Small-v2
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
language:
- en
- zh
pipeline_tag: text-generation
---
![image/jpeg](/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F64e174e202fa032de4143324%2FGNPQMcj3XRXlXy3ebsPRZ.jpeg)

# YOYO-O1-14B-V2

*Combined the most top-notch 14B **inference** model and **code** model in the entire open-source community.*

### Merge Method

This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [arcee-ai/Virtuoso-Small-v2](https://huggingface.co/arcee-ai/Virtuoso-Small-v2) as a base.

### Models Merged

The following models were included in the merge:
* [deepcogito/cogito-v1-preview-qwen-14B](https://huggingface.co/deepcogito/cogito-v1-preview-qwen-14B)
* [Zhihu-ai/Zhi-Create-DSR1-14B](https://huggingface.co/Zhihu-ai/Zhi-Create-DSR1-14B)
* [agentica-org/DeepCoder-14B-Preview](https://huggingface.co/agentica-org/DeepCoder-14B-Preview)
* [FractalAIResearch/Fathom-R1-14B](https://huggingface.co/FractalAIResearch/Fathom-R1-14B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: sce
models:
  # Pivot model
  - model: arcee-ai/Virtuoso-Small-v2 #knowledge
  # Target models
  - model: agentica-org/DeepCoder-14B-Preview #coding
  - model: FractalAIResearch/Fathom-R1-14B #logic
  - model: Zhihu-ai/Zhi-Create-DSR1-14B #creative writing
  - model: deepcogito/cogito-v1-preview-qwen-14B #chat assistant
base_model: arcee-ai/Virtuoso-Small-v2 #knowledge
parameters:
  select_topk: 1
dtype: bfloat16
normalize: true
int8_mask: true
```