What is the free AI chatbot “Groq”? Groq vs NVIDIA
The speed of GroQ, which is revolutionizing the AI industry, overturns common sense up until now. It greatly surpasses GPT-3.5 and opens up a new era of data processing with inference speed far surpassing NVIDIA GPUs. The unique LPU released by this company established in 2016 has excellent cost performance and generates large-scale models at an astonishing speed. How GroQ technology will change the future of AI — an approach to that possibility.
What is Groq (glock)
Groq (Groq) is an artificial intelligence solution company established in 2016 that is attracting attention due to its similar pronunciation to Elon Musk's large AI model “Grok” of the same name. In particular, Groq's main characteristic is its overwhelming processing speed.
Using an LPU (Learning Processing Unit) developed in-house, the existingNVIDIA Inference is 10 times faster than GPUs, and the generation speed of AI models has also been evaluated as being much faster compared to other generative AI. For example, using the company's technology, it is possible to generate tokens 18 times faster than GPT-3.5, and large-scale deep learning models can be operated efficiently.
This is expected to improve real-time processing and responsiveness in the AI field, and it is predicted that it will promote the development of new application areas. GroQ, which provides high-performance and cost-effective AI solutions, is thought to play an important role in the future development of AI technology.
How to use Groq
Official site:https://groq.com/
Groq is really easy to use, and it's offered free of charge. Go to the official website, log in, and select the AI model you want to use. After that, simply type a question into the dialogue area and the interaction with the AI will begin. This is a process for using generative AI similar to ChatGPT, and the operation is simple, so feel free to try it out.
Does Groq support Japanese
Many people are concerned about whether Groq supports Japanese. As a result of actual testing, I found that Groq can be processed in Japanese, but depending on the content of the question, English may be mixed with the answers.
Furthermore, by setting the system prompt (Sys Prompt) appropriately, you can obtain more optimized responses in Japanese.
Groq features
It is optimized for AI and machine learning inference, and is unsuitable for training applications.
Using high speed SRAM,NVIDIACompared to GPUs, the inference speed is 10 times faster, and the cost can be reduced to 1/10.
However, in large-scale model operation,NVIDIACompared to HBM technology, the number of required LPU chips is much larger, and as a result, operation costs are higher.
The LPU developed by Groq specializes in inference processing for AI and machine learning,NVIDIACompared to GPUs, the processing speed is 10 times faster, and the cost is also significantly lower. On the other hand, while LPU is good for smaller jobs, it's not ideal for training large models. When operating large models,NVIDIAMore LPU chips are required than when using HBM technology, which leads to increased operating costs. Therefore, there are advantages when aiming to improve processing speed, but when cost performance is important, it is necessary to carefully select usage scenarios.
Groq VS NVIDIA
Costs and benefits: Groq's LPU cards are great at speed, but they may not be as cost effective as you might expect. Each card only has 230MB of memory and costs around $20,000. According to the analysis, NVIDIA's H100 may be 11 times more cost effective.
memory: Groq's LPU is not equipped with high bandwidth memory (HBM) and uses faster SRAM. This means more GroQ LPU chips will be needed to run the same AI model, which could increase overall costs.
usage scenarios: Groq's LPU architecture is based on small memory and high computational power, and is suitable for fast processing of limited content. However, due to the limited throughput of a single card, more cards are needed to achieve the same throughput as NVIDIA's H100.
EXPERT'S VIEW: Experts believe that GroQ's chip cannot replace Nvidia at the moment. Groq's high speed is based on limited throughput, but its architecture may be superior for scenarios that require frequent data movement.
Where can I buy Groq shares?
Groq is a startup company that hasn't been listed yet, so you can't buy it on the general stock market.
Where can I find stocks associated with Chat-GPT and other generative AI?
Stocks related to Chat-GPT and generative AIIs Moomoo Securities's”Themed investmentsYou can check it from the” section. In this section, you'll find groups of stocks based on specific themes and trends, and stocks from AI-related companies are sometimes also included.
Disclaimer: Community is offered by Moomoo Technologies Inc. and is for educational purposes only.
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182639895こんさん : Is GROQ listed?