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How to Store and Share AI Models for Stable Diffusion in the Cloud

How to Store and Share AI Models for Stable Diffusion in the Cloud
2023-07-19
Herald
Learn how to store and share AI model data for Stable Diffusion in the cloud using JuiceFS Cloud Service.
Choosing JuiceFS over s3fs and Alluxio for Our Ultra-Heterogeneous Computing Cluster

Choosing JuiceFS over s3fs and Alluxio for Our Ultra-Heterogeneous Computing Cluster
2023-06-09
Chen Hong
In this article, we’ll dive into our storage challenges, why we chose JuiceFS over s3fs and Alluxio, how we use it, and the issues we encountered and…
Achieving Elastic Throughput in the Cloud with a Distributed File System to Boost AI Training

Achieving Elastic Throughput in the Cloud with a Distributed File System to Boost AI Training
2023-05-06
Rui Su
Learn how JuiceFS, a cloud-native high-performance distributed storage system, empowers quantitative hedge funds to enhance AI training and achieve e…
How to Boost AI Model Training with a Distributed Storage System

How to Boost AI Model Training with a Distributed Storage System
2023-04-25
Changjian Gao
Learn why distributed storage is important in the AI field and how JuiceFS, an open-source high-performance distributed file system, can help boost m…
AI & HPC Workloads on Hybrid Cloud: Storage Challenges and Solutions

AI & HPC Workloads on Hybrid Cloud: Storage Challenges and Solutions
2023-02-08
Yangbin Li
A use case of setting up storage platform for deep learning/machine learning workloads on Hybrid Cloud environment. It introduces the storage challe…
Accelerating Deep Learning Model Training on Object Storage with JuiceFS: A Use Case from Unisound

Accelerating Deep Learning Model Training on Object Storage with JuiceFS: A Use Case from Unisound
2023-01-03
Dongdong Lv
This blog compares Lustre and JuiceFS for HPC storage. JuiceFS, a cloud-native distributed storage system, provides seamless integration with Kuberne…
Setting Up a Cloud-Based Machine Learning Platform with JuiceFS: A Use Case from a Quantitative Firm

Setting Up a Cloud-Based Machine Learning Platform with JuiceFS: A Use Case from a Quantitative Firm
2022-11-11
Jianhong Li
The article outlines the storage requirements for setting up a cloud-based machine learning platform. JuiceFS, a distributed file system that is com…
Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System

Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System
2022-09-06
Dongdong Lv
Unisound is an AI unicorn startup, specializing in speech recognition and artificial intelligence (AI) services. Our high-performance computing (HPC)…