jan-hq/Pandora-v1-10.7B

Jan - Discord

Model Description

This model uses the passthrough merge method from the best 7B models on the OpenLLM Leaderboard:

1. viethq188/LeoScorpius-7B-Chat-DPO
2. GreenNode/GreenNodeLM-7B-v1olet

The yaml config file for this model is here:

slices:
  - sources:
    - model: "viethq188/LeoScorpius-7B-Chat-DPO"
      layer_range: [0, 24]
  - sources:
    - model: "GreenNode/GreenNodeLM-7B-v1olet"
      layer_range: [8, 32]
merge_method: passthrough
dtype: bfloat16

Prompt template

• ChatML

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Run this model

You can run this model using Jan Desktop 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

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.

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

Acknowlegement

• mergekit
• DARE
• SLERP
• lm-evaluation-harness