---
base_model:
- Qwen/Qwen2.5-72B-Instruct
library_name: transformers
tags:
- mergekit
- merge
license: other
---

![image/png](https://cdn-uploads.huggingface.co/production/uploads/654527ce2a13610acc25d921/LlM5gC_gmgUDCCO4MY8wx.png)

# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

This model recieved no post merge retraining (yet) and minimal testing. Please contribute any feedback or evaluations of any kind via the community tab.

# License

Hippocratic License 3.0 + Ecocide module, + Extractive Industries module, + Copyleft
[![Hippocratic License HL3-CL-ECO-EXTR](https://img.shields.io/static/v1?label=Hippocratic%20License&message=HL3-CL-ECO-EXTR&labelColor=5e2751&color=bc8c3d)](https://firstdonoharm.dev/version/3/0/cl-eco-extr.html)
https://firstdonoharm.dev/version/3/0/cl-eco-extr.txt

## Merge Details
### Merge Method

This model was merged using the passthrough merge method. Every layer is doubled in order, from Qwen/Qwen2.5-72B-Instruct, with the MLP layers + 3 output layers only copied once, creating 132B parameters. No additional fine-tune has been done in this merged model.

### Models Merged

The following models were included in the merge:
* [Qwen/Qwen2.5-72B-Instruct](https://huggingface.co/Qwen/Qwen2.5-72B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [0, 4]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [4, 5]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [4, 5]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [5, 6]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [5, 6]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [6, 7]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [6, 7]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [7, 8]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [7, 8]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [8, 9]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [8, 9]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [9, 10]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [9, 10]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [10, 11]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [10, 11]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [11, 12]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [11, 12]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [12, 13]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [12, 13]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [13, 14]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [13, 14]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [14, 15]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [14, 15]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [15, 16]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [15, 16]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [16, 17]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [16, 17]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [17, 18]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [17, 18]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [18, 19]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [18, 19]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [19, 20]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [19, 20]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [20, 21]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [20, 21]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [21, 22]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [21, 22]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [22, 23]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [22, 23]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [23, 24]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [23, 24]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [24, 25]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [24, 25]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [25, 26]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [25, 26]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [26, 27]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [26, 27]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [27, 28]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [27, 28]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [28, 29]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [28, 29]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [29, 30]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [29, 30]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [30, 31]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [30, 31]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [31, 32]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [31, 32]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [32, 33]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [32, 33]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [33, 34]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [33, 34]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [34, 35]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [34, 35]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [35, 36]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [35, 36]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [36, 37]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [36, 37]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [37, 38]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [37, 38]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [38, 39]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [38, 39]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [39, 40]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [39, 40]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [40, 41]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [40, 41]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [41, 42]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [41, 42]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [42, 43]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [42, 43]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [43, 44]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [43, 44]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [44, 45]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [44, 45]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [45, 46]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [45, 46]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [46, 47]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [46, 47]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [47, 48]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [47, 48]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [48, 49]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [48, 49]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [49, 50]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [49, 50]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [50, 51]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [50, 51]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [51, 52]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [51, 52]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [52, 53]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [52, 53]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [53, 54]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [53, 54]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [54, 55]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [54, 55]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [55, 56]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [55, 56]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [56, 57]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [56, 57]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [57, 58]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [57, 58]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [58, 59]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [58, 59]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [59, 60]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [59, 60]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [60, 61]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [60, 61]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [61, 62]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [61, 62]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [62, 63]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [62, 63]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [63, 64]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [63, 64]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [64, 65]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [64, 65]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [65, 66]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [65, 66]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [66, 67]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [66, 67]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [67, 68]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [67, 68]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [68, 69]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [68, 69]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [69, 70]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [69, 70]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [70, 71]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [70, 71]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [71, 72]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [71, 72]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [72, 73]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [72, 73]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [73, 74]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [73, 74]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [74, 75]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [74, 75]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [75, 76]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [75, 76]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [76, 77]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [76, 77]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [77, 80]
merge_method: passthrough
dtype: float16
```