---
base_model:
- dfurman/CalmeRys-78B-Orpo-v0.1
- MaziyarPanahi/calme-3.1-instruct-78b
- MaziyarPanahi/calme-2.4-rys-78b
- MaziyarPanahi/calme-3.2-instruct-78b
library_name: transformers
tags:
- mergekit
- merge

---
# Linkbricks-Horizon-AI-Avengers-V2-78B

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 [MaziyarPanahi/calme-3.2-instruct-78b](https://huggingface.co/MaziyarPanahi/calme-3.2-instruct-78b) as a base.

### Models Merged

The following models were included in the merge:
* [dfurman/CalmeRys-78B-Orpo-v0.1](https://huggingface.co/dfurman/CalmeRys-78B-Orpo-v0.1)
* [MaziyarPanahi/calme-3.1-instruct-78b](https://huggingface.co/MaziyarPanahi/calme-3.1-instruct-78b)
* [MaziyarPanahi/calme-2.4-rys-78b](https://huggingface.co/MaziyarPanahi/calme-2.4-rys-78b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: MaziyarPanahi/calme-3.2-instruct-78b
dtype: bfloat16
merge_method: ties
parameters:
  int8_mask: 1.0
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 86]
    model: MaziyarPanahi/calme-3.2-instruct-78b
  - layer_range: [0, 86]
    model: dfurman/CalmeRys-78B-Orpo-v0.1
    parameters:
      density: 0.53
      weight: 0.2
  - layer_range: [0, 86]
    model: MaziyarPanahi/calme-3.1-instruct-78b
    parameters:
      density: 0.53
      weight: 0.6
  - layer_range: [0, 86]
    model: MaziyarPanahi/calme-2.4-rys-78b
    parameters:
      density: 0.53
      weight: 0.2
tokenizer_source: union
```