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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

Morro Data CloudNAS Global File Services allows companies with multiple offices to share files in real time. No VPN or sync software is required. Cloud NAS combines the performance of a NAS with cloud-first features such as reliability, scalability and accessibility. It allows businesses to store unlimited files quickly and efficiently, collaborate with multiple offices file sync and lock, and receive instant disaster recovery. Remote users can collaborate on the same project using Morro Data CloudNAS. Remote users can collaborate on projects across multiple sites using file syncing. Cloud NAS supports file locking in AutoCAD, Civil3D and Bluebeam. Microstation, Adobe, Microsoft Office, and Adobe. The project files are securely stored in the cloud, and the cached files are sent to the local CacheDrive gateway to improve performance.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

AutoCAD
BIM 360
Backblaze
Bluebeam Revu
JumpCloud
Microsoft 365
Microsoft Entra ID
Microsoft Excel
Microsoft Word
Revit
Wasabi

Integrations

AutoCAD
BIM 360
Backblaze
Bluebeam Revu
JumpCloud
Microsoft 365
Microsoft Entra ID
Microsoft Excel
Microsoft Word
Revit
Wasabi

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$129.00/month
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

Morro Data

Founded

2013

Country

United States

Website

www.morrodata.com

Product Features

Backup

Backup Log
Backup Scheduling
Cloud Backup
Compression
Continuous Backup
Encryption
Incremental Backup
Local Server Options
Remote Server Options
Secure Data Storage
Web Access / Restoration

Collaboration

Brainstorming
Calendar Management
Chat / Messaging
Contact Management
Content Management
Document Management
Project Management
Real Time Editing
Task Management
Version Control
Video Conferencing

File Sharing

Audit Trail
Chat / Messaging
Collaboration
Document Management
Drag & Drop
Electronic Signature
Encryption
File Synchronization
Search
User Management
Version Control
Workflow Management

File Sync

Audit Trail
Backup and Recovery
Conflict Detection
Real Time Synchronization
Remote Synchronization
Synchronization Scheduling
Two-Way Synchronization

Remote Work

Collaboration
Credential Management
Electronic Signature
Employee Monitoring
Live Chat
Meeting Management
Project Management
Remote Access
Remote Support
Screen Sharing
Softphone
Task Management
Time Zone Tracking
Video Chat
Web Conferencing

Server Backup

Backup Scheduling
Bare-Metal Restore
Compression
Continuous Backup
Differential Backup
Disaster Recovery
Encryption
Incremental Backup
VM Backup

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