Supermario Slerp V2

🚀 supermario-slerp-v2

supermario-slerp-v2 is a merged model that uses the Slerp method. It can be run on Jan Desktop, offering an open - source, offline, and OpenAI - compatible alternative for text generation tasks.

🚀 Quick Start

You can run this model using Jan Desktop on Mac, Windows, or Linux.

Jan is an open source, ChatGPT alternative with the following features:

• 💻 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

✨ Features

• Model Merging: 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)

📚 Documentation

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:

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

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

Detailed results can be found [here](https://huggingface.co/datasets/open - llm - leaderboard/details_janhq__supermario - slerp - v2)

📄 License

This model is licensed under the apache - 2.0 license.

Acknowlegement

• 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)