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How FlashAttention-2 Accelerates LLMs on NVIDIA H100 and A100 GPUs

How to use FlashAttention-2 on Lambda Cloud, including H100 vs A100 benchmark results for training GPT-3-style models using the new model.

Published 08/24/2023 by Chuan Li

Voltron Data Case Study: Why ML teams are using Lambda Reserved Cloud Clusters

In this blog, we will outline the benefits of our new Reserved Cloud Cluster and an example of how Voltron Data is using it to work with large datasets.

Published 11/01/2022 by Lauren Watkins

Tesla A100 Server Total Cost of Ownership Analysis

This post discusses the Total Cost of Ownership (TCO) for a variety of Lambda A100 servers and clusters. We calculate the TCO for individual Hyperplane-A100 servers, compare the cost with renting a AWS p4d.24xlarge instance, and walk through the cost of building and operating A100 clusters.

Published 09/22/2021 by Chuan Li

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