---
base_model:
- CultriX/SeQwence-14B-EvolMerge
- Qwen/Qwen2.5-14B
- sometimesanotion/Lamarck-14B-v0.1-prose-model_stock
- EVA-UNIT-01/EVA-Qwen2.5-14B-v0.2
- VAGOsolutions/SauerkrautLM-v2-14b-DPO
- arcee-ai/Virtuoso-Small
- sometimesanotion/lamarck-14b-v0.1-prose-model_stock
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
language:
- en
metrics:
- accuracy
new_version: sometimesanotion/Qwen2.5-14B-Vimarckoso-v3
---
# model

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](https://huggingface.co/Qwen/Qwen2.5-14B) as a base.

### Models Merged

The following models were included in the merge:
* [CultriX/SeQwence-14B-EvolMerge](https://huggingface.co/CultriX/SeQwence-14B-EvolMerge)
* [sometimesanotion/Lamarck-14B-v0.1-prose-model_stock](https://huggingface.co/sometimesanotion/Lamarck-14B-v0.1-prose-model_stock)
* [EVA-UNIT-01/EVA-Qwen2.5-14B-v0.2](https://huggingface.co/EVA-UNIT-01/EVA-Qwen2.5-14B-v0.2)
* [VAGOsolutions/SauerkrautLM-v2-14b-DPO](https://huggingface.co/VAGOsolutions/SauerkrautLM-v2-14b-DPO)
* [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
name:                Qwen2.5-14B-Vimarckoso
merge_method:        model_stock
base_model:          Qwen/Qwen2.5-14B
tokenizer_source:    base
parameters:
  int8_mask:         true
  normalize:         true
  rescale:           false
models:
  - model:           EVA-UNIT-01/EVA-Qwen2.5-14B-v0.2
  - model:           CultriX/SeQwence-14B-EvolMerge
  - model:           arcee-ai/Virtuoso-Small
  - model:           sometimesanotion/Lamarck-14B-v0.1-prose-model_stock
  - model:           VAGOsolutions/SauerkrautLM-v2-14b-DPO
dtype:               bfloat16
out_dtype:           bfloat16

```