---
base_model:
- Replete-AI/Replete-LLM-V2.5-Qwen-3b
- bunnycore/qwen-2.5-3b-lora_model
- unsloth/Qwen2.5-3B-Instruct
- bunnycore/qwen-2.5-3b-lora_model
- Replete-AI/Replete-LLM-V2.5-Qwen-3b
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Replete-AI/Replete-LLM-V2.5-Qwen-3b](https://huggingface.co/Replete-AI/Replete-LLM-V2.5-Qwen-3b) as a base.

### Models Merged

The following models were included in the merge:
* [Replete-AI/Replete-LLM-V2.5-Qwen-3b](https://huggingface.co/Replete-AI/Replete-LLM-V2.5-Qwen-3b) + [bunnycore/qwen-2.5-3b-lora_model](https://huggingface.co/bunnycore/qwen-2.5-3b-lora_model)
* [unsloth/Qwen2.5-3B-Instruct](https://huggingface.co/unsloth/Qwen2.5-3B-Instruct) + [bunnycore/qwen-2.5-3b-lora_model](https://huggingface.co/bunnycore/qwen-2.5-3b-lora_model)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Replete-AI/Replete-LLM-V2.5-Qwen-3b+bunnycore/qwen-2.5-3b-lora_model
    parameters:
      density: 0.5
      weight: 0.5
  - model: unsloth/Qwen2.5-3B-Instruct+bunnycore/qwen-2.5-3b-lora_model
    parameters:
      density: 0.5
      weight: 0.5

merge_method: dare_ties
base_model: Replete-AI/Replete-LLM-V2.5-Qwen-3b
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```