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---
base_model:
- Qwen/Qwen2.5-14B-Instruct
- CultriX/SeQwence-14Bv2
- CultriX/Qwestion-14B
- v000000/Qwen2.5-Lumen-14B
- CultriX/Qwen2.5-14B-Wernicke
- arcee-ai/Virtuoso-Small
- CultriX/SeQwence-14Bv1
- CultriX/SeQwence-14B-EvolMerge
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
* [CultriX/SeQwence-14Bv2](https://huggingface.co/CultriX/SeQwence-14Bv2)
* [CultriX/Qwestion-14B](https://huggingface.co/CultriX/Qwestion-14B)
* [v000000/Qwen2.5-Lumen-14B](https://huggingface.co/v000000/Qwen2.5-Lumen-14B)
* [CultriX/Qwen2.5-14B-Wernicke](https://huggingface.co/CultriX/Qwen2.5-14B-Wernicke)
* [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small)
* [CultriX/SeQwence-14Bv1](https://huggingface.co/CultriX/SeQwence-14Bv1)
* [CultriX/SeQwence-14B-EvolMerge](https://huggingface.co/CultriX/SeQwence-14B-EvolMerge)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: CultriX/Qwen2.5-14B-Wernicke
- model: arcee-ai/Virtuoso-Small
- model: CultriX/SeQwence-14B-EvolMerge
- model: CultriX/SeQwence-14Bv1
- model: v000000/Qwen2.5-Lumen-14B
- model: CultriX/Qwestion-14B
- model: CultriX/SeQwence-14Bv2
base_model: Qwen/Qwen2.5-14B-Instruct
merge_method: model_stock
parameters:
normalize: true # Ensures parameter scaling compatibility
int8_mask: true # Optimizes memory and computational efficiency
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-14B-Instruct
```
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