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