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Tutorials
8-bit Quantization with Lightning Fabric
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Quickstart to Lightning Fabric
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Doubling Neural Network Finetuning Efficiency with 16-bit Precision Techniques
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Step-By-Step Walk-Through of Pytorch Lightning
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Lightning Releases
Lightning 2.1: Train Bigger, Better, Faster
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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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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
Lightning AI Joins AI Alliance To Advance Open, Safe, Responsible AI
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Lightning AI Joins the PyTorch Foundation as a Premier Member
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Lightning 2.1: Train Bigger, Better, Faster
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Torchmetrics v1.2
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Articles
4-Bit Quantization with Lightning Fabric
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PyTorch Lightning for Dummies – A Tutorial and Overview
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What is Quantization
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Optimizing LLMs from a Dataset Perspective
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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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Solving Complex Macroeconomic Problems With Machine Learning
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