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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ ---
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+
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+ # WARNING
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+ This is a model file only for evaluation. Please use the model here:
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+ - Model: [Pandora-v1-10.7B](https://huggingface.co/janhq/Pandora-v1-10.7B)
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+ - GGUF: [Pandora-v1-10.7B-GGUF](https://huggingface.co/janhq/Pandora-v1-10.7B)
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+
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+
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+ <!-- header start -->
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+ <!-- 200823 -->
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+
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+ <div style="width: auto; margin-left: auto; margin-right: auto">
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+ <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;">
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+ </div>
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+
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+ <p align="center">
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+ <a href="https://jan.ai/">Jan</a
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+ >
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+ - <a href="https://discord.gg/AsJ8krTT3N">Discord</a
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+ >
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+ </p>
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+ <!-- header end -->
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+
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+ # Model Description
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+ This model uses the `passthrough` merge method from the best 7B models on the [OpenLLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard):
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+ 1. [viethq188/LeoScorpius-7B-Chat-DPO](https://huggingface.co/viethq188/LeoScorpius-7B-Chat-DPO)
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+ 2. [GreenNode/GreenNodeLM-7B-v1olet](https://huggingface.co/GreenNode/GreenNodeLM-7B-v1olet)
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+
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+ The yaml config file for this model is here:
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+
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+ ```yaml
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+ slices:
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+ - sources:
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+ - model: "viethq188/LeoScorpius-7B-Chat-DPO"
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+ layer_range: [0, 24]
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+ - sources:
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+ - model: "GreenNode/GreenNodeLM-7B-v1olet"
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+ layer_range: [8, 32]
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+ merge_method: passthrough
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+ dtype: bfloat16
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+ ```
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+
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+ # Prompt template
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+
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+ - **ChatML**
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+
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+ ```
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+ <|im_start|>system
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+ {system_message}<|im_end|>
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+ <|im_start|>user
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+ {prompt}<|im_end|>
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+ <|im_start|>assistant
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+ ```
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+
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+ # Run this model
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+
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+ You can run this model using [Jan](https://jan.ai/) on Mac, Windows, or Linux.
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+
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+ **Jan is an open source, ChatGPT alternative that is:**
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+
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+ πŸ’» **100% offline on your machine**: Your conversations remain confidential, and visible only to you.
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+
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+ πŸ—‚οΈ **An Open File Format**: Conversations and model settings stay on your computer and can be exported or deleted at any time.
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+
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+ 🌐 **OpenAI Compatible**: Local server on port `
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+ 1337` with OpenAI compatible endpoints
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+
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+ 🌍 **Open Source & Free**: We build in public; check out our [Github](https://github.com/janhq)
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+
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+ - Please use the [Pandora-v1-10.7B-GGUF](https://huggingface.co/janhq/Pandora-v1-10.7B-GGUF) when using on Jan.
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65713d70f56f9538679e5a56/r7VmEBLGXpPLTu2MImM7S.png)
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+
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+
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+ # About Jan
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+ 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.
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+
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+ 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.
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+
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+ # Jan Model Merger
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+ This is a test project for merging models.
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+
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+ # Open LLM Leaderboard Evaluation Results
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+
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+ Detailed results can be found here.
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+
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+ | Metric | Value |
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+ |-----------------------|---------------------------|
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+ | Avg. | ?|
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+ | ARC (25-shot) | ? |
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+ | HellaSwag (10-shot) | ? |
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+ | MMLU (5-shot) | ?|
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+ | TruthfulQA (0-shot) | ? |
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+ | Winogrande (5-shot) | ? |
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+ | GSM8K (5-shot) | ? |
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+
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+ # Acknowlegement
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+ - [mergekit](https://github.com/cg123/mergekit)
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+ - [DARE](https://github.com/yule-BUAA/MergeLM/blob/main/README.md)
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+ - [SLERP](https://github.com/Digitous/LLM-SLERP-Merge)
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+ - [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)