---
base_model:
- meta-llama/Llama-3.1-8B
- MathGenie/MathCoder2-Llama-3-8B
library_name: transformers
tags:
- mergekit
- merge

---
# mathcoder_8b_ties-merged

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 [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [MathGenie/MathCoder2-Llama-3-8B](https://huggingface.co/MathGenie/MathCoder2-Llama-3-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: meta-llama/Llama-3.1-8B
dtype: bfloat16
merge_method: ties
parameters:
  int8_mask: 1.0
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: meta-llama/Llama-3.1-8B
  - layer_range: [0, 32]
    model: MathGenie/MathCoder2-Llama-3-8B
    parameters:
      density:
      - value: 1.0
      weight:
      - value: 0.2
tokenizer_source: union
```