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What is LiteRT?

LiteRT, which was formerly called TensorFlow Lite, is a sophisticated runtime created by Google that delivers enhanced performance for artificial intelligence on various devices. This innovative platform allows developers to effortlessly deploy machine learning models across numerous devices and microcontrollers. It supports models from leading frameworks such as TensorFlow, PyTorch, and JAX, converting them into the FlatBuffers format (.tflite) to ensure optimal inference efficiency. Among its key features are low latency, enhanced privacy through local data processing, compact model and binary sizes, and effective power management strategies. Additionally, LiteRT offers SDKs in a variety of programming languages, including Java/Kotlin, Swift, Objective-C, C++, and Python, facilitating easier integration into diverse applications. To boost performance on compatible devices, the runtime employs hardware acceleration through delegates like GPU and iOS Core ML. The anticipated LiteRT Next, currently in its alpha phase, is set to introduce a new suite of APIs aimed at simplifying on-device hardware acceleration, pushing the limits of mobile AI even further. With these forthcoming enhancements, developers can look forward to improved integration and significant performance gains in their applications, thereby revolutionizing how AI is implemented on mobile platforms.

What is Groq?

Groq is working to set a standard for the rapidity of GenAI inference, paving the way for the implementation of real-time AI applications in the present. Their newly created LPU inference engine, which stands for Language Processing Unit, is a groundbreaking end-to-end processing system that guarantees the fastest inference possible for complex applications that require sequential processing, especially those involving AI language models. This engine is specifically engineered to overcome the two major obstacles faced by language models—compute density and memory bandwidth—allowing the LPU to outperform both GPUs and CPUs in language processing tasks. As a result, the processing time for each word is significantly reduced, leading to a notably quicker generation of text sequences. Furthermore, by removing external memory limitations, the LPU inference engine delivers dramatically enhanced performance on language models compared to conventional GPUs. Groq's advanced technology is also designed to work effortlessly with popular machine learning frameworks like PyTorch, TensorFlow, and ONNX for inference applications. Therefore, Groq is not only enhancing AI language processing but is also transforming the entire landscape of AI applications, setting new benchmarks for performance and efficiency in the industry.

Media

Media

Integrations Supported

PyTorch
TensorFlow
AI Crypto-Kit
Activepieces
AnotherWrapper
AptlyStar.ai
Codestral
Devika
E2B
EvalsOne
Hunch
JAX
Java
LLM Gateway
Mathstral
Mixtral 8x22B
Release0
SWE-Kit
Tune AI
bolt.diy

Integrations Supported

PyTorch
TensorFlow
AI Crypto-Kit
Activepieces
AnotherWrapper
AptlyStar.ai
Codestral
Devika
E2B
EvalsOne
Hunch
JAX
Java
LLM Gateway
Mathstral
Mixtral 8x22B
Release0
SWE-Kit
Tune AI
bolt.diy

API Availability

Has API

API Availability

Has API

Pricing Information

Free
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

Google

Date Founded

1998

Company Location

United States

Company Website

ai.google.dev/edge/litert

Company Facts

Organization Name

Groq

Company Location

United States

Company Website

wow.groq.com

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)

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)

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