Patent-Base-Orca-2-7B-Ties/README.md

---
base_model:
- NousResearch/Llama-2-7b-hf
- arcee-ai/Patent-Base-7b
- microsoft/Orca-2-7b
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) as a base.

### Models Merged

The following models were included in the merge:
* [arcee-ai/Patent-Base-7b](https://huggingface.co/arcee-ai/Patent-Base-7b)
* [microsoft/Orca-2-7b](https://huggingface.co/microsoft/Orca-2-7b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: NousResearch/Llama-2-7b-hf
    #no parameters necessary for base model
  - model: arcee-ai/Patent-Base-7b
    parameters:
      density: 0.5
      weight: 0.5
  - model: microsoft/Orca-2-7b
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: NousResearch/Llama-2-7b-hf
parameters:
  normalize: false
  int8_mask: true
dtype: float16

```