3FS
3FS is a high-performance distributed file system designed for AI training and inference workloads.
Product Details
3FS is a high-performance distributed file system designed for AI training and inference workloads. It leverages modern SSD and RDMA networks to provide a shared storage layer to simplify distributed application development. Its core advantages lie in high performance, strong consistency and support for multiple workloads, which can significantly improve the efficiency of AI development and deployment. The system is suitable for large-scale AI projects, especially in the data preparation, training and inference phases.
Main Features
How to Use
Target Users
3FS is suitable for AI developers and research teams who need high-performance storage solutions, especially those dealing with large-scale data sets and complex model training. It can significantly improve data processing efficiency and reduce development and deployment costs.
Examples
In large-scale AI training, 3FS is used to store and quickly access training data, significantly improving training speed.
During the inference phase, 3FS’s KVCache function provides efficient caching support for LLM inference and reduces computing overhead.
3FS is used in the data preparation phase to efficiently manage the intermediate output of the data pipeline and optimize the data processing process.
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