The safest way to get your AI projects from dev to prod
Jozu Hub makes it easy to develop and manage models, datasets, codebases, and parameters.
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Phi-2 is a Transformer with 2.7 billion parameters. It was trained using the same data sources as Phi-1.5, augmented with a new data source that consists of various NLP synthetic texts and filtered websites (for safety and educational value). When assessed against benchmarks testing common sense, language understanding, and logical reasoning, Phi-2 showcased a nearly state-of-the-art performance among models with less than 13 billion parameters.
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Phi-2 is a Transformer with 2.7 billion parameters. It was trained using the same data sources as Phi-1.5, augmented with a new data source that consists of various NLP synthetic texts and filtered websites (for safety and educational value). When assessed against benchmarks testing common sense, language understanding, and logical reasoning, Phi-2 showcased a nearly state-of-the-art performance among models with less than 13 billion parameters.
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phi-4 is a state-of-the-art open model built upon a blend of synthetic datasets, data from filtered public domain websites, and acquired academic books and Q&A datasets. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning. phi-4 underwent a rigorous enhancement and alignment process, incorporating both supervised fine-tuning and direct preference optimization to ensure precise instruction adherence and robust safety measures
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Fraud detection model using sklearn
In Jozu Hub:
- Choose a ModelKit,
e.g. a quick start ModelKit - Click the Pull Latest button and copy the command
In a terminal, type:
brew tap jozu-ai/kitops
brew install kitops
- Inspect the ModelKit without pulling it:
kit info -r jozu.ml/jozu-demos/titanic-survivability:latest
- Paste the pull latest command into the terminal
e.g.kit pull jozu.ml/jozu-demos/titanic-survivability:latest
- Unpack only the model
e.g.kit unpack --model jozu.ml/jozu-demos/titanic-survivability:latest