---
base_model:
- kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_0_15000
- Qwen/Qwen2.5-7B-Instruct
- Qwen/Qwen2.5-7B
- kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_15001_30000
library_name: transformers
tags:
- mergekit
- merge

---
# output-model-directory

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-7B](https://huggingface.co/Qwen/Qwen2.5-7B) as a base.

### Models Merged

The following models were included in the merge:
* [kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_0_15000](https://huggingface.co/kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_0_15000)
* [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
* [kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_15001_30000](https://huggingface.co/kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_15001_30000)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: Qwen/Qwen2.5-7B
dtype: bfloat16
merge_method: ties
models:
- model: kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_0_15000
  parameters:
    density: 1
    weight: 1
- model: kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_15001_30000
  parameters:
    density: 1
    weight: 1
- model: Qwen/Qwen2.5-7B-Instruct
  parameters:
    density: 1
    weight: 1
parameters:
  density: 1
  int8_mask: true
  normalize: true
  weight: 1
tokenizer_source: kamruzzaman-asif/qwen2.5_7B_instruct_base_lora_merged_0_15000

```