---
base_model:
- theocolf/Vora-X-10B
- TIGER-Lab/MAmmoTH2-8B
library_name: transformers
tags:
- mergekit
- merge

---
# Vora-Math-10.4B-Output

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 TIES](https://arxiv.org/abs/2311.03099) merge method using [theocolf/Vora-X-10B](https://huggingface.co/theocolf/Vora-X-10B) as a base.

### Models Merged

The following models were included in the merge:
* [TIGER-Lab/MAmmoTH2-8B](https://huggingface.co/TIGER-Lab/MAmmoTH2-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: dare_ties
base_model: theocolf/Vora-X-10B
dtype: bfloat16

parameters:
  intweight: 1.0
  normalize: true

slices:
  - sources:
      - model: theocolf/Vora-X-10B
        layer_range: [0, 32]
        parameters:
          density: 0.75
          weight: 0.80
      - model: TIGER-Lab/MAmmoTH2-8B
        layer_range: [0, 32]
        parameters:
          density: 0.60
          weight: 0.20
  - sources:
      - model: theocolf/Vora-X-10B
        layer_range: [32, 40]
        parameters:
          density: 1.0
          weight: 1.0

tokenizer_source: base
```