README.md

---
base_model:
- meta-llama/Llama-2-7b-hf
- meta-llama/CodeLlama-7b-Instruct-hf
- meta-llama/CodeLlama-7b-Python-hf
library_name: transformers
tags:
- mergekit
- merge

---
# merge

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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Llama-2-7b-hf](https://huggingface.co/meta-llama/Llama-2-7b-hf) as a base.

### Models Merged

The following models were included in the merge:
* [meta-llama/CodeLlama-7b-Instruct-hf](https://huggingface.co/meta-llama/CodeLlama-7b-Instruct-hf)
* [meta-llama/CodeLlama-7b-Python-hf](https://huggingface.co/meta-llama/CodeLlama-7b-Python-hf)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: meta-llama/Llama-2-7b-hf
  - model: meta-llama/CodeLlama-7b-Python-hf
    parameters:
      density: 0.55
      weight: 0.5
  - model: meta-llama/CodeLlama-7b-Instruct-hf
    parameters:
      density: 0.65
      weight: 1.0
merge_method: dare_ties
base_model: meta-llama/Llama-2-7b-hf
parameters:
  int8_mask: true
dtype: bfloat16

```