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What is Tencent Cloud Block Storage?

Tencent Cloud's Cloud Block Storage (CBS) provides a dependable block storage option specifically tailored for CVM instances, offering users the flexibility to manage their storage requirements. Each Elastic Cloud Disk functions independently of the CVM instances, enabling multiple disks to be connected to a single instance, which can be effortlessly unmounted and reassigned as needed. CBS presents an array of cloud disk types and specifications, guaranteeing consistent performance and minimal latency. Users can easily mount and unmount disks within the same availability zone, allowing for rapid adjustments in storage capacity to adapt to changing demands while only incurring costs for the storage they actually use. In cases where existing storage becomes insufficient, additional cloud disks can be acquired to boost capacity effectively. Furthermore, if unforeseen storage needs emerge following the initial purchase of a CVM instance, users have the option to conveniently purchase cloud disks to fulfill those requirements. Data stored on a cloud disk can be transferred to another CVM instance by unmounting and remounting, facilitating a smooth data migration process. This adaptability and efficiency make CBS an appealing solution for businesses aiming to enhance their storage capabilities efficiently, ensuring they stay agile in a dynamic environment. Ultimately, CBS stands out as a strategic asset for organizations seeking to optimize their cloud infrastructure and manage data effectively.

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.

Media

Media

Integrations Supported

Tencent Cloud

Integrations Supported

Tencent Cloud

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
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

Tencent

Date Founded

2013

Company Location

China

Company Website

intl.cloud.tencent.com/document/product/213/4953

Company Facts

Organization Name

LMCache

Company Location

United States

Company Website

lmcache.ai/

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