Projects in Awesome Lists by Lightning-AI

https://github.com/lightning-ai/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 12 May 2025

https://github.com/Lightning-AI/lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 20 Feb 2025

https://github.com/Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 24 Mar 2025

https://github.com/lightning-ai/litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 12 May 2025

https://github.com/Lightning-AI/litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 26 Mar 2025

https://github.com/lightning-ai/lit-gpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 13 Dec 2024

https://github.com/lightning-ai/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.

Last synced: 14 May 2025

https://github.com/Lightning-AI/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.

Last synced: 15 Mar 2025

https://github.com/lightning-ai/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 14 May 2025

https://github.com/Lightning-AI/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 20 Feb 2025

https://github.com/PytorchLightning/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 19 Dec 2024

https://github.com/Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 26 Mar 2025

https://github.com/lightning-ai/lightning-thunder

Thunder gives you PyTorch models superpowers for training and inference. Unlock out-of-the-box optimizations for performance, memory and parallelism, or roll out your own.

Last synced: 28 Apr 2025

https://github.com/lightning-ai/deep-learning-project-template

Pytorch Lightning code guideline for conferences

Last synced: 16 May 2025

https://github.com/PyTorchLightning/deep-learning-project-template

Pytorch Lightning code guideline for conferences

Last synced: 19 Dec 2024

https://github.com/Lightning-AI/deep-learning-project-template

Pytorch Lightning code guideline for conferences

Last synced: 09 Apr 2025

https://github.com/Lightning-AI/lightning-thunder

Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

Last synced: 27 Mar 2025