{"library":"lightning-fabric","type":"library","category":null,"description":"Lightning Fabric is a lightweight, high-performance library for training deep learning models at scale with PyTorch. It provides core utilities for distributed training, mixed-precision, and device management, allowing users to write pure PyTorch code while Fabric handles the boilerplate. It is currently at version 2.6.1 and follows the release cadence of the broader Lightning ecosystem, typically with monthly or bi-monthly patch releases.","language":"python","status":"active","version":"2.6.1","tags":["deep learning","pytorch","distributed training","GPU","multi-GPU","mixed precision","data parallel"],"install":[{"cmd":"pip install lightning-fabric torch","imports":["from lightning.fabric import Fabric"]}],"homepage":"https://lightning.ai/pytorch-lightning","github":"https://github.com/Lightning-AI/pytorch-lightning","docs":"https://pytorch-lightning.rtfd.io/en/latest/","changelog":null,"pypi":"https://pypi.org/project/lightning-fabric/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":80.9,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/lightning-fabric/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}