---
license: apache-2.0
language:
- en
---
<!-- header start -->
<!-- 200823 -->

<div style="width: auto; margin-left: auto; margin-right: auto">
<img src="https://github.com/janhq/jan/assets/89722390/35daac7d-b895-487c-a6ac-6663daaad78e" alt="Jan banner" style="width: 100%; min-width: 400px; display: block; margin: auto;">
</div>

<p align="center">
    <a href="https://jan.ai/">Jan</a> 
    - <a href="https://discord.gg/AsJ8krTT3N">Discord</a>
</p>
<!-- header end -->

# Model Description
This model uses the `Slerp` merge method from the best models on 14th Dec on the [OpenLLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard):
1. [viethq188/LeoScorpius-7B-Chat-DPO](https://huggingface.co/viethq188/LeoScorpius-7B-Chat-DPO)
2. [GreenNode/GreenNodeLM-7B-v1olet](https://huggingface.co/GreenNode/GreenNodeLM-7B-v1olet)

- base model: [GreenNode/GreenNodeLM-7B-v1olet](https://huggingface.co/GreenNode/GreenNodeLM-7B-v1olet)

The yaml config file for this model is here:

```yaml
slices:
  - sources:
      - model: viethq188/LeoScorpius-7B-Chat-DPO

        layer_range: [0, 32]
      - model: GreenNode/GreenNodeLM-7B-v1olet
        layer_range: [0, 32]
merge_method: slerp
base_model: GreenNode/GreenNodeLM-7B-v1olet
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
```

# About Jan
Jan believes in the need for an open-source AI ecosystem and is building the infra and tooling to allow open-source AIs to compete on a level playing field with proprietary ones.

Jan's long-term vision is to build a cognitive framework for future robots, who are practical, useful assistants for humans and businesses in everyday life.

# Run this model

You can run this model using [Jan](https://jan.ai/) on Mac, Windows, or Linux.

**
Jan is an open source, ChatGPT alternative that is:**

💻  **100% offline on your machine**: Your conversations remain confidential, and visible only to you.

🗂️ **An Open File Format**: Conversations and model settings stay on your computer and can be exported or deleted at any time.

🌐 **OpenAI Compatible**: Local server on port `1337` with OpenAI compatible endpoints

🌍 **Open Source & Free**: We build in public; check out our [Github](https://github.com/janhq)

- Please use the [trinity-v1-GGUF](https://huggingface.co/janhq/trinity-v1-GGUF) when using on Jan. 


![image/png](https://cdn-uploads.huggingface.co/production/uploads/65713d70f56f9538679e5a56/lcqaZGVQ4AEtiCrc_rMPX.png)

# Jan Model Merger
This is a test project for merging models.

# Open LLM Leaderboard Evaluation Results

Detailed results can be found here.

| Metric                | Value                     |
|-----------------------|---------------------------|
| Avg.                  | ?|
| ARC (25-shot)         | ?          |
| HellaSwag (10-shot)   | ?   |
| MMLU (5-shot)         | ?|
| TruthfulQA (0-shot)   | ? |
| Winogrande (5-shot)   | ?  |
| GSM8K (5-shot)        | ?        |

# Acknowlegement
- [mergekit](https://github.com/cg123/mergekit)
- [DARE](https://github.com/yule-BUAA/MergeLM/blob/main/README.md)
-
 [SLERP](https://github.com/Digitous/LLM-SLERP-Merge)
- [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)