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pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.deep-learning-project-template
Pytorch Lightning code guideline for conferencesdl-fundamentals
Deep Learning Fundamentals -- Code material and exercisestutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.litdata
Streamline data pipelines for AI. Process datasets across 1000s of machines, and optimize data for blazing fast model training.engineering-class
Lightning Bits: Engineering for Researchers repolightning-ColossalAI
Large Scale Distributed Model Training with Colossal AI and Lightning AIlitserve
Deploy AI models at scale. High-throughput serving engine for AI/ML models that uses the latest state-of-the-art model deployment techniques.ecosystem-ci
Automate issue discovery for your projects against Lightning nightly and releases.utilities
Common Python utilities and GitHub Actions in Lightning Ecosystemforked-pdb
Python pdb for multiple processeslightning-ui
Frontend for Lightning apps and home of the Design Systemlightning-Habana
Lightning support for Intel Habana accelerators.lightning-Hivemind
Lightning Training strategy for HiveMindlightning-Graphcore
LAI-E2E-ContinualAI-Emulator
Lightning-multinode-templates
Multinode templates for Pytorch Lightninglightning-gan
lightning-Horovod
Lightning Training strategy for Horovode2e-speed-benchmark-tests
Tests scripts which ensure that app startup times do not regressLAI-lightning-template-jupyterlab-App
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