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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 Cache 360 Ultra?

The Cache 360 Ultra is a specialized downloadable module created for PrestaShop, aimed at assisting both merchants and technical teams in managing their online retail platforms. This innovative module conducts an extensive audit of the shop and its hosting environment to guarantee compatibility and enables controlled testing before any cache changes are made. It features three unique cache modes designed for different hosting setups, offering tools for prewarming public pages and quickly invalidating affected pages after updates to the product catalog. Furthermore, users who are logged in, have items in their cart, or are navigating to checkout and account pages do not experience public-page caching. The module also includes image and delivery diagnostics, along with reversible controls that facilitate the testing of various cache configurations. Unlike hosted SaaS solutions, this module is installed directly on the merchant's PrestaShop store, providing a more integrated approach. Upon purchase, clients receive extensive documentation, 12 months of updates, and dedicated technical support, ensuring they have all the necessary resources for effective implementation and ongoing help. Therefore, Cache 360 Ultra significantly improves the efficiency and functionality of online stores while delivering a seamless experience for both merchants and customers, ultimately leading to increased satisfaction and performance.

Media

Media

No images available

Integrations Supported

Integrations Supported

PrestaShop

API Availability

API Availability

Pricing Information

Free
Free Version

Pricing Information

€111.99

Supported Platforms

SaaS

Supported Platforms

On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

LMCache

Company Location

United States

Company Website

lmcache.ai/

Company Facts

Organization Name

GOCC Modules

Company Location

France

Company Website

goccmodules.com

Categories and Features

Categories and Features

Web Accelerator

Not specified

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