A tutorial on using open source LLMs
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A tutorial on setting up your own instance of LLM and fine-tuning them.
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Progress Bars in Python
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Different options for making a nice progress bar in python scripts.Tips for using remote computing resources
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Some tips I learned over the years on using a remote computing resources effectively.Hyperparameter tuning with Pytorch Lightning + Ray Tune
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Quick tutorial on how to use tensorboard to do initial hyperparameter tuning with pytorch lightning.Using Iterm2 and Tmux for remote development
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How to integrate Iterm2 with tmux on a remote ssh accessBuilding a REST API for Alpaca
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Building a simple API using FastAPI to interact with Stanford NLP's Alpaca modelRobust Federated Learning
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Built a framework for simluating federated learning in realistic scenariosCrowdsourcing on Algorand (Algorand Mega Ace Hackathon)
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An open data repository hosted on the Algorand BlockchainCritical Infrastructures of Northeastern US
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Built a map viewer website to display potential risks to critical infrastructures of Northeastern US