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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

LMCache is an innovative open-source Knowledge Delivery Network (KDN) that functions as a caching layer for serving large language models, enhancing inference speeds by allowing the reuse of key-value (KV) caches during repeated or overlapping calculations. This system facilitates rapid prompt caching, enabling LLMs to "prefill" recurring text just once, subsequently reusing those saved KV caches in various positions across different serving instances. By implementing this method, the time required to generate the first token is minimized, GPU cycles are conserved, and throughput is improved, particularly in contexts like multi-round question answering and retrieval-augmented generation. Additionally, LMCache offers features such as KV cache offloading, which allows caches to be moved from GPU to CPU or disk, enables cache sharing among instances, and supports disaggregated prefill to optimize resource efficiency. It works seamlessly with inference engines like vLLM and TGI, and is designed to accommodate compressed storage formats, blending techniques for cache merging, and a variety of backend storage solutions. Overall, the architecture of LMCache is geared toward maximizing performance and efficiency in language model inference applications.

Description

Simple API, imgix transforms and optimizes images for websites and apps that use simple URL parameters. We don't charge for creating variations of Master Images. The service is open to all creative ideas. There are over 100 image operations that can be done in real time. You also have client libraries and CMS plugins to make it easy to integrate with your product. With a global CDN optimized for visual content, you can quickly deliver optimized images to any device. Search, sort, and organize all your cloud storage images. Simple URL parameters allow you to resize, crop, or enhance your images. Intelligent, automated compression that removes unnecessary bytes Customers can see images quickly thanks to imgix’s global CDN and caching. Imgix Image Management. Transform your cloud bucket to a sophisticated platform that allows for you to see the potential of your images.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Authland
Canopy
Contentful
Do Status
Figma
Gridsome
Magento
Nuxt
Salesforce Agentforce Commerce
Shopify
WordPress

Integrations

Authland
Canopy
Contentful
Do Status
Figma
Gridsome
Magento
Nuxt
Salesforce Agentforce Commerce
Shopify
WordPress

Pricing Details

Free
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

LMCache

Country

United States

Website

lmcache.ai/

Vendor Details

Company Name

Zebrafish Labs

Country

United States

Website

www.imgix.com

Product 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)

Digital Asset Management

Asset Categorization
Asset Library
Asset Sharing
Brand Control
Customizable Branding
File Conversion
Metadata Management
Mobile App
Reporting/Analytics
Search Within Document
Search/Filter
Version Control
Watermarking
Workflow Management

Website Optimization Tools

Competitor Analysis
Content Management
Keyword Research Tools
Link Management
Performance Metrics
Problem Area Alerts

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