---

base_model:
- BenevolenceMessiah/Qwen2.5-Coder-7B-Chat-Instruct-TIES-v1.2
- Qwen/Qwen2.5-Coder-7B
- MadeAgents/Hammer2.0-7b
- huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated
library_name: transformers
tags:
- mergekit
- merge


---

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# QuantFactory/Qwen2.5-Coder-7B-3x-Instruct-TIES-v1.2-GGUF
This is quantized version of [BenevolenceMessiah/Qwen2.5-Coder-7B-3x-Instruct-TIES-v1.2](https://huggingface.co/BenevolenceMessiah/Qwen2.5-Coder-7B-3x-Instruct-TIES-v1.2) created using llama.cpp

# Original Model Card

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

### Models Merged

The following models were included in the merge:
* [BenevolenceMessiah/Qwen2.5-Coder-7B-Chat-Instruct-TIES-v1.2](https://huggingface.co/BenevolenceMessiah/Qwen2.5-Coder-7B-Chat-Instruct-TIES-v1.2)
* [MadeAgents/Hammer2.0-7b](https://huggingface.co/MadeAgents/Hammer2.0-7b)
* [huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated](https://huggingface.co/huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
# Qwen2.5-Coder-7B-3x-Instruct-TIES-v1.2

models:
  - model: huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated
    parameters:
      density: 1.0
      weight: 1.0
  - model: MadeAgents/Hammer2.0-7b
    parameters:
      density: 1.0
      weight: 1.0
  - model: BenevolenceMessiah/Qwen2.5-Coder-7B-Chat-Instruct-TIES-v1.2 # Reflecting Update 11/9/2024
    parameters:
      density: 1.0
      weight: 1.0    

merge_method: ties
base_model: Qwen/Qwen2.5-Coder-7B # Reflecting Update 11/9/2024
parameters:
  normalize: true
  int8_mask: false
dtype: bfloat16
tokenizer_source: union
```