AI Personal Learning
and practical guidance

Groq: AI big model inference acceleration solution provider, high-speed free big model interface

Groq General Introduction

 

Groq, a company based in Mountain View, California, developed the GroqChip™ and the Language Processing Unit™ (LPU). Known for its tensor processing units developed for low-latency AI applications.


Groq was founded in 2016, and its name was officially trademarked in the same year.Groq's main product is the Language Processing Unit (LPU), a new class of chips designed not to train AI models, but to run them quickly.Groq's LPU systems have led the way in the next generation of AI acceleration, which are designed to process sequential data (e.g., DNA, music, code.), natural language) and outperform GPUs.

 

They aim to provide solutions for real-time AI applications, claiming leading AI performance in compute centers, characterized by speed and accuracy.Groq supports standard machine learning frameworks such as PyTorch, TensorFlow and ONNX. In addition to this, they offer the GroqWare™ suite, which includes tools for custom development and optimization of workloads such as the Groq Compiler.

 

Groq: AI Large Model Inference Acceleration Solution Provider-1

 

 

Groq Feature List

 

  • Real-time AI application processing
  • Support for standard machine learning frameworks
  • Support for SaaS and PaaS lightweight hardware
  • Delivering fast and accurate AI performance
  • GroqWare™ Suite for Custom Optimized Workloads
  • Ensure accurate, energy-efficient and repeatable large-scale inference performance

 

 

Groq Help

 

  • Developers can self-serve developer access through Playground on GroqCloud
  • If you are currently using the OpenAI API, you only need three things to convert to Groq: a Groq API key, an endpoint, a model
  • If you need the fastest reasoning at datacenter scale, we should be talking

 

You can.Click hereApply for APIKEY free of charge and choose the model after the application is completed:

Chat Completion

ID Requests per Minute Requests per Day Tokens per Minute Tokens per Day
gemma-7b-it 30 14,400 15,000 500,000
gemma2-9b-it 30 14,400 15,000 500,000
llama-3.1-70b-versatile 30 14,400 20,000 500,000
llama-3.1-8b-instant 30 14,400 20,000 500,000
llama-3.2-11b-text-preview 30 7,000 7,000 500,000
llama-3.2-1b-preview 30 7,000 7,000 500,000
llama-3.2-3b-preview 30 7,000 7,000 500,000
llama-3.2-90b-text-preview 30 7,000 7,000 500,000
llama-guard-3-8b 30 14,400 15,000 500,000
llama3-70b-8192 30 14,400 6,000 500,000
llama3-8b-8192 30 14,400 30,000 500,000
llama3-groq-70b-8192-tool-use-preview 30 14,400 15,000 500,000
llama3-groq-8b-8192-tool-use-preview 30 14,400 15,000 500,000
llava-v1.5-7b-4096-preview 30 14,400 30,000
(No limit)
mixtral-8x7b-32768 30 14,400 5,000 500,000

 

Speech To Text

ID Requests per Minute Requests per Day Audio Seconds per Hour Audio Seconds per Day
distil-whisper-large-v3-en 20 2,000 7,200 28,800
whisper-large-v3 20 2,000 7,200 28,800

 

Next, take the curl format as an example, this interface is compatible with the OPENAI interface format, so use your imagination, as long as there are interfaces that allow customization of the OPENAI API, the same can be used in Groq.

curl -X POST "https://api.groq.com/openai/v1/chat/completions" \
-H "Authorization: Bearer $GROQ_API_KEY" \
-H "Content-Type: application/json" \
-d '{"messages": [{"role": "user", "content": "Explain the importance of low latency LLMs"}], "model": "mixtral-8x7b-32768"}'

 

Usage Example: Configuring Groq Keys for Use in the Immersive Translation Plugin
Groq: AI Large Model Inference Acceleration Solution Provider-2

AI Easy Learning

The layman's guide to getting started with AI

Help you learn how to utilize AI tools at a low cost and from a zero base.AI, like office software, is an essential skill for everyone. Mastering AI will give you an edge in your job search and half the effort in your future work and studies.

View Details>
May not be reproduced without permission:Chief AI Sharing Circle " Groq: AI big model inference acceleration solution provider, high-speed free big model interface

Chief AI Sharing Circle

Chief AI Sharing Circle specializes in AI learning, providing comprehensive AI learning content, AI tools and hands-on guidance. Our goal is to help users master AI technology and explore the unlimited potential of AI together through high-quality content and practical experience sharing. Whether you are an AI beginner or a senior expert, this is the ideal place for you to gain knowledge, improve your skills and realize innovation.

Contact Us
en_USEnglish