Amog KamsettyinPyTorch Lightning Developer BlogIntroducing Ray Lightning: Multi-node PyTorch Lightning training made easyUse PyTorch Lightning with Ray to enable multi-node training and automatic cluster configuration with minimal code changes.7 min read·Sep 10, 2021--1--1
Amog KamsettyinDistributed Computing with RayRetrieval Augmented Generation with Huggingface Transformers and RayHuggingface Transformers recently added the Retrieval Augmented Generation (RAG) model, a new NLP architecture that leverages external…5 min read·Feb 10, 2021--3--3
Amog KamsettyinDistributed Computing with RayRay & MLflow: Taking Distributed Machine Learning Applications to ProductionBy Amog Kamsetty and Archit Kulkarni5 min read·Jan 13, 2021--2--2
Amog KamsettyinDistributed Computing with RayHyperparameter Optimization for 🤗Transformers: A guideBy Amog Kamsetty, Kai Fricke, Richard Liaw8 min read·Aug 26, 2020--2--2