---
base_model:
- v000000/Qwen2.5-Lumen-14B
- sthenno-com/miscii-14b-1028
- rombodawg/Rombos-LLM-V2.6-Qwen-14b
- arcee-ai/Virtuoso-Small
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 della merge method using [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small) as a base.

### Models Merged

The following models were included in the merge:
* [v000000/Qwen2.5-Lumen-14B](https://huggingface.co/v000000/Qwen2.5-Lumen-14B)
* [sthenno-com/miscii-14b-1028](https://huggingface.co/sthenno-com/miscii-14b-1028)
* [rombodawg/Rombos-LLM-V2.6-Qwen-14b](https://huggingface.co/rombodawg/Rombos-LLM-V2.6-Qwen-14b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
name:                Qwen2.5-14B-InstructMix
merge_method:        della
base_model:          arcee-ai/Virtuoso-Small
tokenizer_source:    arcee-ai/Virtuoso-Small
parameters:
  int8_mask:         true
  normalize:         true
  rescale:           false
  density:           0.08
  weight:            0.50
  epsilon:           0.03
  lambda:            1.00
models:
  - model:           arcee-ai/Virtuoso-Small
    parameters:
      density:       0.90
      weight:        1.00
  - model:           rombodawg/Rombos-LLM-V2.6-Qwen-14b
    parameters:
      density:       0.20
      weight:        0.70
  - model:           sthenno-com/miscii-14b-1028
    parameters:
      density:       0.15
      weight:        0.60
  - model:           v000000/Qwen2.5-Lumen-14B
    parameters:
      density:       0.08
      weight:        0.60
dtype:               bfloat16
out_dtype:           bfloat16

```