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Lightning AI Blog

159 posts indexed since 2022

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Post Details

159 matching posts

Title Author Published Words HN Pts
How GenreX brought AI music to market 70% faster William Falcon 2025-06-14 489 --
Lightning AI Joins AI Alliance To Advance Open, Safe, Responsible AI JP Hennessy 2023-12-07 279 --
8-bit Quantization with Lightning Fabric JP Hennessy 2023-11-15 443 --
Quickstart to Lightning Fabric JP Hennessy 2023-11-15 1,113 --
4-Bit Quantization with Lightning Fabric JP Hennessy 2023-11-06 423 --
Doubling Neural Network Finetuning Efficiency with 16-bit Precision Techniques Sebastian Raschka 2023-10-31 1,489 --
Step-By-Step Walk-Through of Pytorch Lightning Aniket Maurya 2023-10-19 1,609 --
PyTorch Lightning for Dummies – A Tutorial and Overview JP Hennessy 2023-10-17 2,484 --
From PyTorch to PyTorch Lighting: Getting Started Guide JP Hennessy 2023-10-13 726 --
Finetuning LLMs with LoRA and QLoRA: Insights from Hundreds of Experiments Sebastian Raschka 2023-10-12 3,258 --
Scaling Large (Language) Models with PyTorch Lightning Aniket Maurya 2023-10-04 1,806 2
What is Quantization JP Hennessy 2023-10-03 765 --
Torchmetrics v1.2 JP Hennessy 2023-09-22 1,040 --
Optimizing LLMs from a Dataset Perspective Sebastian Raschka 2023-09-14 2,683 --
When to Use PyTorch Lightning or Lightning Fabric JP Hennessy 2023-09-07 1,110 --
The NeurIPS 2023 LLM Efficiency Challenge Starter Guide Sebastian Raschka 2023-08-10 4,405 --
How to build a chatbot using open-source LLMs like Llama 2 and Falcon Aniket Maurya 2023-07-22 1,375 --
NeurIPS LLM Efficiency Challenge JP Hennessy 2023-07-15 65 --
Tabular Classification with Lightning JP Hennessy 2023-07-13 3,043 --
TorchMetrics — a short history to 100+ metrics JP Hennessy 2023-07-10 1,018 --
Torchmetrics v1.0: Visualize model performance with 100+ metrics JP Hennessy 2023-07-04 1,090 --
Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch Sebastian Raschka 2023-07-02 3,220 --
Faster PyTorch Training by Reducing Peak Memory (combining backward pass + optimizer step) JP Hennessy 2023-06-21 2,082 --
Efficient Initialization of Large Models JP Hennessy 2023-06-19 1,348 --
Finetuning Falcon LLMs More Efficiently With LoRA and Adapters Sebastian Raschka 2023-06-14 2,441 --
Falcon – A guide to finetune and inference Aniket Maurya 2023-06-09 743 --
How Military Veterans Can Get into AI JP Hennessy 2023-06-02 1,765 --
Lang Segment Anything – Object Detection and Segmentation With Text Prompt JP Hennessy 2023-05-24 1,270 --
How To Finetune GPT Like Large Language Models on a Custom Dataset Aniket Maurya 2023-05-19 1,227 --
How To Train Reinforcement Learning Model To Play Game Using Proximal Policy Optimization (PPO) Algorithm Aniket Maurya 2023-05-14 1,668 --
Accelerating Large Language Models with Mixed-Precision Techniques Sebastian Raschka 2023-05-10 3,137 --
The Ultimate Battle of Language Models: Lit-LLaMA vs GPT3.5 vs Bloom vs … Daniela Dapena 2023-04-28 4,141 --
Parameter-Efficient LLM Finetuning With Low-Rank Adaptation (LoRA) Sebastian Raschka 2023-04-26 2,922 --
How to Contribute to Lit-GPT and Lit-LLaMA JP Hennessy 2023-04-20 2,044 --
Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to LLaMA-Adapters Sebastian Raschka 2023-04-12 2,737 --
Accelerating LLaMA with Fabric: A Comprehensive Guide to Training and Fine-Tuning LLaMA Aniket Maurya 2023-04-06 1,017 --
Why We’re Building Lit-LLaMA Luca Antiga 2023-04-04 968 --
How to Contribute to Lightning Aniket Maurya 2023-03-30 886 --
Finetuning LLMs on a Single GPU Using Gradient Accumulation Sebastian Raschka 2023-03-28 2,523 --
How to Speed Up PyTorch Model Training Sebastian Raschka 2023-03-23 3,410 --
Accelerate PyTorch Code with Fabric Aniket Maurya 2023-03-22 741 --
Introduction to Lightning Fabric JP Hennessy 2023-03-20 1,617 --
Training Compiled PyTorch 2.0 with PyTorch Lightning Aniket Maurya 2023-03-17 735 --
Training Compiled PyTorch 2.0 with PyTorch Lightning Aniket Maurya 2023-03-17 755 --
PyTorch Lightning 2.0 FAQ JP Hennessy 2023-03-15 302 --
Introducing PyTorch Lightning 2.0 and Fabric Luca Antiga 2023-03-15 587 --
Are Consistency Models the Next Big Thing? JP Hennessy 2023-03-10 891 --
Microsoft’s Kosmos-1 Claims to Solve IQ Tests and OpenAI Introduces ChatGPT and Whisper APIs JP Hennessy 2023-03-02 820 --
Using DeepSpeed to Optimize Models JP Hennessy 2023-03-02 929 --
Be the First to Know: Lightning Open Source Launch JP Hennessy 2023-03-01 52 --
Plushcap, by Matt Makai. 2021-2026.