---
base_model:
- layoric/llama-2-13b-code-alpaca
- vanillaOVO/WizardMath-13B-V1.0
- unsloth/llama-2-13b
- WizardLMTeam/WizardLM-13B-V1.2
library_name: transformers
tags:
- mergekit
- merge

---
# TIES_InstructMathCode

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 [unsloth/llama-2-13b](https://huggingface.co/unsloth/llama-2-13b) as a base.

### Models Merged

The following models were included in the merge:
* [layoric/llama-2-13b-code-alpaca](https://huggingface.co/layoric/llama-2-13b-code-alpaca)
* [vanillaOVO/WizardMath-13B-V1.0](https://huggingface.co/vanillaOVO/WizardMath-13B-V1.0)
* [WizardLMTeam/WizardLM-13B-V1.2](https://huggingface.co/WizardLMTeam/WizardLM-13B-V1.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: unsloth/llama-2-13b
chat_template: auto
dtype: bfloat16
merge_method: ties
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 40]
        model: WizardLMTeam/WizardLM-13B-V1.2
        parameters:
          weight: 1.0
      - layer_range: [0, 40]
        model: vanillaOVO/WizardMath-13B-V1.0
        parameters:
          weight: 1.0
      - layer_range: [0, 40]
        model: layoric/llama-2-13b-code-alpaca
        parameters:
          weight: 1.0
      - layer_range: [0, 40]
        model: unsloth/llama-2-13b
```