---
license: apache-2.0
tags:
- merge
- mergekit
- microsoft/Orca-2-7b
- arcee-ai/Patent-Instruct-7b
---

# Patent-Instruct-Yi

Patent-Instruct-Yi is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [microsoft/Orca-2-7b](https://huggingface.co/microsoft/Orca-2-7b)
* [arcee-ai/Patent-Instruct-7b](https://huggingface.co/arcee-ai/Patent-Instruct-7b)

## 🧩 Configuration

```yaml
  slices:
    - sources:
        - model: microsoft/Orca-2-7b
          layer_range: [0, 32]
        - model: arcee-ai/Patent-Instruct-7b
          layer_range: [0, 32]
  merge_method: slerp
  base_model: microsoft/Orca-2-7b
  parameters:
    t:
      - filter: self_attn
        value: [0, 0.5, 0.3, 0.7, 1]
      - filter: mlp
        value: [1, 0.5, 0.7, 0.3, 0]
      - value: 0.5
  dtype: bfloat16

```