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---
base_model:
- FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview
- Rombo-Org/Rombo-LLM-V3.1-QWQ-32b
- FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview
- FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview
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 [SCE](https://arxiv.org/abs/2408.07990) merge method using [Rombo-Org/Rombo-LLM-V3.1-QWQ-32b](https://huggingface.co/Rombo-Org/Rombo-LLM-V3.1-QWQ-32b) as a base.
### Models Merged
The following models were included in the merge:
* [FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview)
* [FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview)
* [FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview
parameters:
weight: 1.2 # Slightly favor
density: 0.9 # Sparsified a bit to reduce noise
- model: FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview
parameters:
weight: 1
density: 0.9
- model: FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview
parameters:
weight: 1
density: 0.9
merge_method: sce # SCE for adaptive weighting
base_model: Rombo-Org/Rombo-LLM-V3.1-QWQ-32b
parameters:
normalize: true
int8_mask: true
select_topk: 0.1 # Retain the top 10% high-variance elements
tokenizer_source: union # Union to combine vocabularies
dtype: bfloat16
```
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