|
--- |
|
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 2 models: |
|
1. [v1olet_marcoroni-go-bruins-merge-7B](https://huggingface.co/v1olet/v1olet_marcoroni-go-bruins-merge-7B) |
|
2. [juanako-7b-UNA](https://huggingface.co/fblgit/juanako-7b-UNA) |
|
|
|
- base model: [v1olet_marcoroni-go-bruins-merge-7B](https://huggingface.co/v1olet/v1olet_marcoroni-go-bruins-merge-7B) |
|
|
|
The yaml config file for this model is here: |
|
|
|
```yaml |
|
slices: |
|
- sources: |
|
- model: v1olet/v1olet_marcoroni-go-bruins-merge-7B |
|
layer_range: [0, 32] |
|
- model: fblgit/juanako-7b-UNA |
|
layer_range: [0, 32] |
|
merge_method: slerp |
|
base_model: v1olet/v1olet_marcoroni-go-bruins-merge-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 |
|
``` |
|
|
|
# Run this model |
|
You can run this model using [Jan Desktop](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) |
|
|
|
 |
|
|
|
# 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. |
|
|
|
|
|
# Jan Model Merger |
|
This is a test project for merging models. |
|
|
|
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) |
|
|
|
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) |
