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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 CacheFly?

Your rich media can be transmitted over a network renowned for its exceptional throughput and extensive global presence, leading to remarkable adaptability in your content. With CacheFly's worldwide infrastructure, you can launch your services in mere hours instead of waiting days. The network has been meticulously optimized for both throughput and time-to-last byte, emphasizing efficiency across digital platforms. Offering an ultra-low latency solution, CacheFly ensures that live video and audio streams operate with sub-second latency. For more than twenty years, CacheFly has delivered top-tier services for video, audio, online learning, and software platforms. By utilizing CacheFly, you can guarantee optimal Quality of Experience (QoE) and scalable CDN solutions, regardless of your users' geographical locations. This efficiency not only enhances user satisfaction but also supports the growing demand for high-quality digital content.

Media

Media

Integrations Supported

Amazon S3
Google Cloud Storage
Kasada
Oracle Cloud Infrastructure File Storage
Stackreaction

Integrations Supported

Amazon S3
Google Cloud Storage
Kasada
Oracle Cloud Infrastructure File Storage
Stackreaction

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$595 per month
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

CacheFly

Date Founded

2002

Company Location

United States

Company Website

www.cachefly.com

Categories and Features

CDN

Content Acceleration
DDoS Protection
Load Balancing
Managed CDN
Multi-CDN Switching
Reporting/Analytics
Software Downloads
Transparent Caching
Video Streaming
Web Application Firewalls (WAF)

Live Streaming

Access Control
Audience Analytics
Audience Engagement
Browser-based
Customizable Branding
Encoding
Event Scheduling
Live Streaming Production
Moderation
Monetization Tools
Multi-Screen / Split-Screen
Multiple Camera Feeds
Multistreaming
Session Recording
Social Media Integration
Streaming Platform Integration

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