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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 DoliCloud?

Manage every facet of your enterprise, encompassing marketing tactics and financial management, with software that is instantly accessible without any training requirements. This solution is designed to be efficient, compatible with various mobile devices, and capable of supporting multiple users at once across different stations. Created as open-source software and hosted in France, it offers customization and extensibility, allowing you to retain control over your data. You can also opt for self-hosting whenever it suits your needs. The transparency of the code enables the identification and incorporation of numerous enhancements, leading to lower memory, disk space, and electricity use compared to other similar solutions, although the environmental impact is still under review. The manufacturing process benefits from improved efficiency through the reuse and sharing of developed components, allowing for complete remote work and mobile capabilities, even on older smartphones. With just one click, you can easily install the Dolibarr ERP and CRM open-source suite in the cloud, ready for immediate use without restrictions—offering a 15-day free trial that does not require credit card details and provides full access to both the database and program files. Additionally, we provide complimentary online instances to assist you in getting started, making it easier than ever to transition into proficient business management while optimizing your operations for the future. This comprehensive approach not only enhances effectiveness but also empowers you to adapt to the evolving landscape of business technology.

Media

Media

Integrations Supported

Dolibarr

Integrations Supported

Dolibarr

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

€12 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

DoliCloud

Company Location

France

Company Website

www.dolicloud.com

Categories and Features

CRM

Calendar/Reminder System
Call Logging
Document Storage
Email Marketing
Internal Chat Integration
Lead Scoring
Marketing Automation Integration
Mobile Access
Quotes / Proposals
Segmentation
Social Media Integration
Task Management
Territory Management

ERP

Accounting Integration
Accounting Management
CRM
Dashboard
Distribution Management
Enterprise Asset Management
Financial Management
HR Management
Inventory Management
Order Management
Project Management
Purchase Order Management
Purchasing
Reporting/Analytics
Sales Management
Supply Chain Management
Warehouse Management

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