Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • RunPod Reviews & Ratings
    116 Ratings
    Company Website
  • LM-Kit.NET Reviews & Ratings
    3 Ratings
    Company Website
  • Google AI Studio Reviews & Ratings
    4 Ratings
    Company Website
  • Vertex AI Reviews & Ratings
    673 Ratings
    Company Website
  • Parallels RAS Reviews & Ratings
    861 Ratings
    Company Website
  • Curtain MonGuard Screen Watermark Reviews & Ratings
    7 Ratings
    Company Website
  • Boozang Reviews & Ratings
    14 Ratings
    Company Website
  • kama DEI Reviews & Ratings
    8 Ratings
  • 1000pip Climber Forex Robot Reviews & Ratings
    96 Ratings
    Company Website
  • Lockbox LIMS Reviews & Ratings
    62 Ratings
    Company Website

What is VLLM?

VLLM is an innovative library specifically designed for the efficient inference and deployment of Large Language Models (LLMs). Originally developed at UC Berkeley's Sky Computing Lab, it has evolved into a collaborative project that benefits from input by both academia and industry. The library stands out for its remarkable serving throughput, achieved through its unique PagedAttention mechanism, which adeptly manages attention key and value memory. It supports continuous batching of incoming requests and utilizes optimized CUDA kernels, leveraging technologies such as FlashAttention and FlashInfer to enhance model execution speed significantly. In addition, VLLM accommodates several quantization techniques, including GPTQ, AWQ, INT4, INT8, and FP8, while also featuring speculative decoding capabilities. Users can effortlessly integrate VLLM with popular models from Hugging Face and take advantage of a diverse array of decoding algorithms, including parallel sampling and beam search. It is also engineered to work seamlessly across various hardware platforms, including NVIDIA GPUs, AMD CPUs and GPUs, and Intel CPUs, which assures developers of its flexibility and accessibility. This extensive hardware compatibility solidifies VLLM as a robust option for anyone aiming to implement LLMs efficiently in a variety of settings, further enhancing its appeal and usability in the field of machine learning.

What is NVIDIA AI Foundations?

Generative AI is revolutionizing a multitude of industries by creating extensive opportunities for knowledge workers and creative professionals to address critical challenges facing society today. NVIDIA plays a pivotal role in this evolution, offering a comprehensive suite of cloud services, pre-trained foundational models, and advanced frameworks, complemented by optimized inference engines and APIs, which facilitate the seamless integration of intelligence into business applications. The NVIDIA AI Foundations suite equips enterprises with cloud solutions that bolster generative AI capabilities, enabling customized applications across various sectors, including text analysis (NVIDIA NeMoâ„¢), digital visual creation (NVIDIA Picasso), and life sciences (NVIDIA BioNeMoâ„¢). By utilizing the strengths of NeMo, Picasso, and BioNeMo through NVIDIA DGXâ„¢ Cloud, organizations can unlock the full potential of generative AI technology. This innovative approach is not confined solely to creative tasks; it also supports the generation of marketing materials, the development of storytelling content, global language translation, and the synthesis of information from diverse sources like news articles and meeting records. As businesses leverage these cutting-edge tools, they can drive innovation, adapt to emerging trends, and maintain a competitive edge in a rapidly changing digital environment, ultimately reshaping how they operate and engage with their audiences.

Media

Media

Integrations Supported

PyTorch
Accenture AI Refinery
Accenture Cloud Retail Execution
Amazon SageMaker
BaseCase
Chooch
Cohere
Deloitte Cascade Suite
Docker
Dream by WOMBO
Getty Images
Jasper
NGINX
NVIDIA Blueprints
NVIDIA NIM
NVIDIA NeMo
NVIDIA Picasso
PortraitPro
Shutterstock
Wordtune

Integrations Supported

PyTorch
Accenture AI Refinery
Accenture Cloud Retail Execution
Amazon SageMaker
BaseCase
Chooch
Cohere
Deloitte Cascade Suite
Docker
Dream by WOMBO
Getty Images
Jasper
NGINX
NVIDIA Blueprints
NVIDIA NIM
NVIDIA NeMo
NVIDIA Picasso
PortraitPro
Shutterstock
Wordtune

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

VLLM

Company Location

United States

Company Website

docs.vllm.ai/en/latest/

Company Facts

Organization Name

NVIDIA

Company Location

United States

Company Website

www.nvidia.com/en-us/ai-data-science/generative-ai/

Categories and Features

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Popular Alternatives

OpenVINO Reviews & Ratings

OpenVINO

Intel

Popular Alternatives

NVIDIA NIM Reviews & Ratings

NVIDIA NIM

NVIDIA