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What is LMCache?

LMCache represents a cutting-edge open-source Knowledge Delivery Network (KDN) that acts as a caching layer specifically designed for large language models, significantly boosting inference speeds by enabling the reuse of key-value (KV) caches during repeated or overlapping computations. This innovative system streamlines prompt caching, allowing LLMs to "prefill" recurring text only once, which can then be reused in multiple locations across different serving instances. By adopting this approach, the time taken to produce the first token is greatly reduced, leading to conservation of GPU cycles and enhanced throughput, especially beneficial in scenarios like multi-round question answering and retrieval-augmented generation. Furthermore, LMCache includes capabilities such as KV cache offloading, which permits the transfer of caches from GPU to CPU or disk, facilitates cache sharing among various instances, and supports disaggregated prefill for improved resource efficiency. It integrates smoothly with inference engines like vLLM and TGI, while also accommodating compressed storage formats, merging techniques for cache optimization, and a wide range of backend storage solutions. Overall, the architecture of LMCache is meticulously designed to maximize both performance and efficiency in the realm of language model inference applications, ultimately positioning it as a valuable tool for developers and researchers alike. In a landscape where the demand for rapid and efficient language processing continues to grow, LMCache's capabilities will likely play a crucial role in advancing the field.

What is Aura Object Store?

Aura Object Store is a highly efficient and scalable solution specifically engineered for the long-term storage of media assets, particularly suited for content creation within CDN frameworks. This replicated HTTP object store adeptly handles media files, allowing for ingestion via multiple protocols while supporting both linear streaming and Video on Demand (VoD) services. Targeted at operators seeking a reliable online media storage solution, Aura Object Store is not only user-friendly but also economical and flexible enough to adapt to changing business needs. It acts as a crucial component of the CDN architecture, effectively addressing cache misses across various downstream caching layers. By utilizing standard HTTP or HTTPS for content delivery, it offers a scalable content delivery system that enhances redundancy and supports storage expansion, linking numerous nodes to form a cohesive storage cluster with a singular, virtualized namespace. Moreover, its architecture is designed to ensure that as user demand rises, the system can effortlessly scale to accommodate more content while maintaining optimal performance levels, thereby ensuring consistent service delivery. This adaptability positions Aura Object Store as an essential asset for organizations looking to future-proof their media storage strategies.

Media

Media

Integrations Supported

SAP Store

Integrations Supported

SAP Store

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

LMCache

Company Location

United States

Company Website

lmcache.ai/

Company Facts

Organization Name

Akamai

Date Founded

1998

Company Location

United States

Company Website

www.akamai.com/us/en/products/network-operator/object-store.jsp

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