Introducing Lit-GPT: Hackable implementation of open-source large language models released under Apache 2.0 →

Lightning Community Resources

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    Tutorials

    Optimizing LLMs from a Dataset Perspective
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    The NeurIPS 2023 LLM Efficiency Challenge Starter Guide
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    How to build a chatbot using open-source LLMs like Llama 2 and Falcon
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    Tabular Classification with Lightning
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    Lightning Releases

    Introducing PyTorch Lightning 2.0 and Fabric
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    Lightning 1.8: Colossal-AI, Secrets for Apps, and more
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    Lightning 1.7: Apple Silicon, Multi-GPU and more
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    Lightning 1.6: Habana Accelerator, Bagua Distributed, Fault-Tolerance Improvements
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    Community Discussions

    How Military Veterans Can Get into AI
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    The Ultimate Battle of Language Models: Lit-LLaMA vs GPT3.5 vs Bloom vs …
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    Why We’re Building Lit-LLaMA
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    Are Consistency Models the Next Big Thing?
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    Announcements

    Torchmetrics v1.2
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    Stability AI announced SDXL 1.0 – Trained using PyTorch Lightning
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    NeurIPS LLM Efficiency Challenge
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    Torchmetrics v1.0: Visualize model performance with 100+ metrics
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    Articles

    Optimizing LLMs from a Dataset Perspective
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    When to Use PyTorch Lightning or Lightning Fabric
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    The NeurIPS 2023 LLM Efficiency Challenge Starter Guide
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    TorchMetrics — a short history to 100+ metrics
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    Case Studies

    Distributed Training for Personalized Recommendations
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    Transfer Learning Techniques: Revolutionizing Time Series Forecasting with Lightning
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    Scaling Accelerated Drug Discovery with Grid
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    University of British Columbia uses Grid.ai
    Solving Complex Macroeconomic Problems With Machine Learning
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