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Janus is a model trained using [Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2) as its base model. Janus has been trained on [Multifaceted Collection](https://huggingface.co/datasets/kaist-ai/Multifaceted-Collection-SFT), a preference dataset containing 196k unique system messages for aligning LLMs to diverse human preferences. Janus not only excels at generating personalized responses that cater to various human preferences but is also adept at producing responses that are generally preferred for being helpful and harmless.
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# Model Details
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Janus-ORPO is a model created by applying ORPO to Mistral-7B-v0.2 using the Multifaceted-Collection-ORPO.
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## Model Description
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- **Model type:** Language model
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- **Language(s) (NLP):** English
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- **License:** Apache 2.0
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- **Related Models:** [Janus-
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- **Training Datasets**: [Multifaceted-Collection-
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- **Resources for more information:**
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- [Research paper]()
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- [GitHub Repo](https://github.com/kaistAI/Janus)
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# Usage
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Janus is a model trained using [Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2) as its base model. Janus has been trained on [Multifaceted Collection](https://huggingface.co/datasets/kaist-ai/Multifaceted-Collection-SFT), a preference dataset containing 196k unique system messages for aligning LLMs to diverse human preferences. Janus not only excels at generating personalized responses that cater to various human preferences but is also adept at producing responses that are generally preferred for being helpful and harmless.
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# Model Details
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Janus-ORPO-7B is a model created by applying ORPO to [Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2) using the [Multifaceted-Collection-ORPO](https://huggingface.co/datasets/kaist-ai/Multifaceted-Collection-ORPO).
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## Model Description
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- **Model type:** Language model
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- **Language(s) (NLP):** English
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- **License:** Apache 2.0
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- **Related Models:** [Janus-DPO-7B](https://huggingface.co/kaist-ai/janus-dpo-7b), [Janus-7B](https://huggingface.co/kaist-ai/janus-7b), [Janus-RM-7B](https://huggingface.co/kaist-ai/janus-rm-7b)
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- **Training Datasets**: [Multifaceted-Collection-ORPO](https://huggingface.co/datasets/kaist-ai/Multifaceted-Collection-ORPO)
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- **Resources for more information:**
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- [Research paper](https://arxiv.org/abs/2405.17977)
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- [GitHub Repo](https://github.com/kaistAI/Janus)
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# Usage
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